#Vehicle Recognition Software

[kishorxox]

Public Safety and Security Market to Reach $514.1 Billion by 2031

Meticulous Research®—a leading global market research company, published a research report titled, ‘Public Safety and Security Market by Offering (Safety Devices, Safety Software, Safety Services), Technology (IoT, AI, Cloud Computing, ML), Application (Data Gathering, Mapping, and 3D Imaging), End Use (Warehouses & Depots, Workplaces, Shopping Malls & Retail Stores) and Geography - Global Forecast to 2031.’

According to this latest publication from Meticulous Research®, the global public safety and security market is expected to reach $514.1 billion by 2031 from an estimated $234.2 billion in 2024, at a CAGR of 11.9% during the forecast period. The growth of the public safety and security market is driven by the growing utilization of AI, ML, and analytics technologies in public safety and security applications, increasing awareness and initiatives for public safety and security, and government focus on managing the needs of the rising urban population. However, the significant initial investments required to implement public safety and security solutions restrain the growth of this market. The integration of cloud computing and big data analytics in public safety and security solutions and the rising incidence of terrorism and security breaches are expected to generate market growth opportunities. However, the complexities in implementing advanced public safety and security systems and the rising cases of data theft are major challenges for market stakeholders.

The global public safety and security market is segmented by offering, technology, application, end use, and geography. The study also evaluates industry competitors and analyses the country and regional-level markets.

Based on offering, the global public safety and security market is segmented into safety devices, safety software, and safety services. In 2024, the safety services segment is expected to account for the largest share of the global public safety and security market. The large market share of this segment is attributed to the increasing demand for specialized safety services to address specific safety and security challenges. Safety services such as critical infrastructure security, emergency medical, firefighting, and disaster management services are critical in ensuring the safety and well-being of citizens and critical assets. Moreover, the safety services segment is projected to register the highest CAGR during the forecast period.

Based on technology, the global public safety and security market is segmented into the Internet of Things, artificial intelligence, cloud computing, machine learning, cybersecurity, and other technologies. In 2024, the Internet of Things segment is expected to account for the largest share of the global public safety and security market. The large share of the segment is attributed to the rising demand for real-time data insights and improved situational awareness. Moreover, the Internet of Things segment is projected to register the highest CAGR during the forecast period.

Based on application, the global public safety and security market is segmented into data gathering, mapping and 3D imaging, threat detection, security and incident management, monitoring, fire and explosion examination, network security, and other applications. In 2024, the security and incident management segment is expected to account for the largest share of the global public safety and security market. The large market share of this segment is attributed to the need to respond effectively to emergencies, the increasing adoption of smart city technologies, and the integration of IoT devices. Moreover, the security and incident management segment is projected to register the highest CAGR during the forecast period.

Based on end use, the global public safety and security market is segmented into warehouses depots, workplaces, shopping malls & retail stores, schools & universities, hospitals & healthcare, residential, transportation, and other end uses. In 2024, the transportation segment is expected to account for the largest share of the global public safety and security market. The large share of this segment is attributed to the growing concern of terrorist threats and passenger safety. Advances in contactless ticketing and facial recognition for identity verification are driving the adoption of modern transportation security solutions. Furthermore, the implementation of AI-based video analytics for crowd monitoring contributes to the growth of this segment. However, the hospitals and healthcare segment is projected to register the highest CAGR during the forecast period.

Based on geography, the public safety and security market is segmented into North America, Europe, Asia-Pacific, Latin America, and the Middle East & Africa. In 2024, North America is expected to account for the largest share of the global public safety and security market. The large share of this region is attributed to the rising adoption of digital technology and data due to the growing need for improving decision-making, promoting digital inclusivity and equity, creating a collaborative ecosystem, prioritizing citizen safety and health, establishing trust and transparency, and developing resilience and adaptability to manage change effectively. However, Europe is slated to register the highest growth at a CAGR during the forecast period.

Key Players

The key players operating in the global public safety and security market are Hexagon AB (Sweden), Fujitsu Ltd. (Japan), Robert Bosch GmbH (Germany), Atos SE (France), Cisco Systems, Inc. (U.S.) Saab AB (Sweden), Airbus SE (Netherlands), Siemens AG (Germany), Intel Corporation (U.S.), Fotokite AG (Switzerland), CityShob (Israel), 3xLOGIC (U.S.), L3Harris Technologies, Inc. (U.S.), OnSolve (U.S.) and Haystax (U.S.).

Download Sample Report Here @ https://www.meticulousresearch.com/download-sample-report/cp_id=5661

Key Questions Answered in the Report:

Which are the high-growth market segments in terms of offering, technology, application, end use, and geography?

What is the historical market size for the public safety and security market across the globe?

What are the market forecasts and estimates for the period 2024–2031?

What are the major drivers, restraints, opportunities, and challenges in the global public safety and security market?

Who are the major players in the market, and what are their market shares?

How is the competitive landscape for the global public safety and security market?

What are the recent developments in the global public safety and security market?

What are the different strategies adopted by the major players in the market?

What are the key geographic trends, and which are the high-growth countries?

Who are the local emerging players in the global public safety and security market, and how do they compete with other players?

Contact Us: Meticulous Research® Email- sales@meticulousresearch.com Contact Sales- +1-646-781-8004 Connect with us on LinkedIn- https://www.linkedin.com/company/meticulous-research

[tangentiallly]

One way to spot patterns is to show AI models millions of labelled examples. This method requires humans to painstakingly label all this data so they can be analysed by computers. Without them, the algorithms that underpin self-driving cars or facial recognition remain blind. They cannot learn patterns.

The algorithms built in this way now augment or stand in for human judgement in areas as varied as medicine, criminal justice, social welfare and mortgage and loan decisions. Generative AI, the latest iteration of AI software, can create words, code and images. This has transformed them into creative assistants, helping teachers, financial advisers, lawyers, artists and programmers to co-create original works.

To build AI, Silicon Valley’s most illustrious companies are fighting over the limited talent of computer scientists in their backyard, paying hundreds of thousands of dollars to a newly minted Ph.D. But to train and deploy them using real-world data, these same companies have turned to the likes of Sama, and their veritable armies of low-wage workers with basic digital literacy, but no stable employment.

Sama isn’t the only service of its kind globally. Start-ups such as Scale AI, Appen, Hive Micro, iMerit and Mighty AI (now owned by Uber), and more traditional IT companies such as Accenture and Wipro are all part of this growing industry estimated to be worth $17bn by 2030.

Because of the sheer volume of data that AI companies need to be labelled, most start-ups outsource their services to lower-income countries where hundreds of workers like Ian and Benja are paid to sift and interpret data that trains AI systems.

Displaced Syrian doctors train medical software that helps diagnose prostate cancer in Britain. Out-of-work college graduates in recession-hit Venezuela categorize fashion products for e-commerce sites. Impoverished women in Kolkata’s Metiabruz, a poor Muslim neighbourhood, have labelled voice clips for Amazon’s Echo speaker. Their work couches a badly kept secret about so-called artificial intelligence systems – that the technology does not ‘learn’ independently, and it needs humans, millions of them, to power it. Data workers are the invaluable human links in the global AI supply chain.

This workforce is largely fragmented, and made up of the most precarious workers in society: disadvantaged youth, women with dependents, minorities, migrants and refugees. The stated goal of AI companies and the outsourcers they work with is to include these communities in the digital revolution, giving them stable and ethical employment despite their precarity. Yet, as I came to discover, data workers are as precarious as factory workers, their labour is largely ghost work and they remain an undervalued bedrock of the AI industry.

As this community emerges from the shadows, journalists and academics are beginning to understand how these globally dispersed workers impact our daily lives: the wildly popular content generated by AI chatbots like ChatGPT, the content we scroll through on TikTok, Instagram and YouTube, the items we browse when shopping online, the vehicles we drive, even the food we eat, it’s all sorted, labelled and categorized with the help of data workers.

Milagros Miceli, an Argentinian researcher based in Berlin, studies the ethnography of data work in the developing world. When she started out, she couldn’t find anything about the lived experience of AI labourers, nothing about who these people actually were and what their work was like. ‘As a sociologist, I felt it was a big gap,’ she says. ‘There are few who are putting a face to those people: who are they and how do they do their jobs, what do their work practices involve? And what are the labour conditions that they are subject to?’

Miceli was right – it was hard to find a company that would allow me access to its data labourers with minimal interference. Secrecy is often written into their contracts in the form of non-disclosure agreements that forbid direct contact with clients and public disclosure of clients’ names. This is usually imposed by clients rather than the outsourcing companies. For instance, Facebook-owner Meta, who is a client of Sama, asks workers to sign a non-disclosure agreement. Often, workers may not even know who their client is, what type of algorithmic system they are working on, or what their counterparts in other parts of the world are paid for the same job.

The arrangements of a company like Sama – low wages, secrecy, extraction of labour from vulnerable communities – is veered towards inequality. After all, this is ultimately affordable labour. Providing employment to minorities and slum youth may be empowering and uplifting to a point, but these workers are also comparatively inexpensive, with almost no relative bargaining power, leverage or resources to rebel.

Even the objective of data-labelling work felt extractive: it trains AI systems, which will eventually replace the very humans doing the training. But of the dozens of workers I spoke to over the course of two years, not one was aware of the implications of training their replacements, that they were being paid to hasten their own obsolescence.

— Madhumita Murgia, Code Dependent: Living in the Shadow of AI

[nyxtickled]

I kind of can't get over you studying freakin' *robotics engineering.* Now I'm picturing you as the cool engineer on some sci-fi show. Whaddaya think? Star Trek? Something with giant robots? Maybe something grittier and more cyberpunk?

Maybe this is making too light of what you're working so hard for. Follow-up and/or substitute question: what's one of your dream projects or goals? What kind of robot(s) does Nyx most want to create, or work on?

🥹🤭 awww jeez don’t make me all fricken bashful on main i’m supposed to be tough !!!! CYBERPUNK PLEASE AAAAH

ok ok but to answer seriously, so far in my academic career i’ve worked on autonomous cars (1/10 scale autonomous racecars built essentially from scratch, a full size autonomous EV gokart, and i’ve even been fortunate enough to work on a fully autonomous indy 500 car…essentially the most advanced autonomous vehicle in the world. shit was one of the most mind blowing things i’ve ever been a part of), i’ve worked on some cool solar stuff (solar water heater for an orphanage in Tijuana, solar carport concept design for a nonprofit who wants to propose the idea of charging EV cars while they’re parked outside at work all day and distributing leftover power to the building), and my personal favorite was this project i did for a class i took where i designed an autonomous campus rideshare prototype on one of the 1/10 scale cars that was able to use facial recognition to identify the student who requested the ride and would essentially drive itself to the drop off location!

the last one was the most fun for me bc it was the first time i really got into the programming side of robotics. the car would have a starting location where it waited for ride requests, then when you submitted one it would drive itself to the location using LiDAR for collision avoidance and GPS path training. but the real doozy was the pickup stage bc i had to develop the facial recognition code to be able to scan the student’s face upon arrival with computer vision in live time with a camera that was attached to the car, and then match it to a photo of the student that was stored in a database, and then try to match the name of that student to the name of the student who requested the ride! if it matched, the screen would be like “rider verified! hop in!” and proceed to the next stage of driving itself to the drop off point. if it didn’t, the screen would read “sorry, we couldn’t verify your identity with the ride request” and drive itself back to the parking spot where it would wait for the next ride request! and the database of faces would basically come from your student ID picture, cuz the rideshare service would be around campus for students only!

god it was so fucking challenging but i had so much fun with it. so uhhhh to avoid writing 18 more paragraphs about all the cool robotics shit that i’m obsessed with, i would say my dream project is definitely something that combines machine learning software, robotics operating systems programming, and mechanical design all in one. something that could take the technological advancements that we have made and turn it into something useful for everyone. fuck i’m such a nerd i’m sorry i did NOT mean to go on like this ahahahahaha

[mariacallous]

A United States Customs and Border Protection request for information this week revealed the agency’s plans to find vendors that can supply face recognition technology for capturing data on everyone entering the US in a vehicle like a car or van, not just the people sitting in the front seat. And a CBP spokesperson later told WIRED that the agency also has plans to expand its real-time face recognition capabilities at the border to detect people exiting the US as well—a focus that may be tied to the Trump administration’s push to get undocumented people to “self-deport” and leave the US.

WIRED also shed light this week on a recent CBP memo that rescinded a number of internal policies designed to protect vulnerable people—including pregnant women, infants, the elderly, and people with serious medical conditions—while in the agency’s custody. Signed by acting commissioner Pete Flores, the order eliminates four Biden-era policies.

Meanwhile, as the ripple effects of “SignalGate” continue, the communication app TeleMessage suspended “all services” pending an investigation after former US national security adviser Mike Waltz inadvertently called attention to the app, which subsequently suffered data breaches in recent days. Analysis of TeleMessage Signal’s source code this week appeared to show that the app sends users’ message logs in plaintext, undermining the security and privacy guarantees the service promised. After data stolen in one of the TeleMessage hacks indicated that CBP agents might be users of the app, CBP confirmed its use to WIRED, saying that the agency has “disabled TeleMessage as a precautionary measure.”

A WIRED investigation found that US director of national intelligence Tulsi Gabbard reused a weak password for years on multiple accounts. And researchers warn that an open source tool known as “easyjson” could be an exposure for the US government and US companies, because it has ties to the Russian social network VK, whose CEO has been sanctioned.

And there's more. Each week, we round up the security and privacy news we didn’t cover in depth ourselves. Click the headlines to read the full stories. And stay safe out there.

ICE’s Deportation Airline Hack Reveals Man “Disappeared” to El Salvador

Hackers this week revealed they had breached GlobalX, one of the airlines that has come to be known as “ICE Air” thanks to its use by the Trump administration to deport hundreds of migrants. The data they leaked from the airline includes detailed flight manifests for those deportation flights—including, in at least one case, the travel records of a man whose own family had considered him “disappeared” by immigration authorities and whose whereabouts the US government had refused to divulge.

On Monday, reporters at 404 Media said that hackers had provided them with a trove of data taken from GlobalX after breaching the company’s network and defacing its website. “Anonymous has decided to enforce the Judge's order since you and your sycophant staff ignore lawful orders that go against your fascist plans,” a message the hackers posted to the site read. That stolen data, it turns out, included detailed passenger lists for GlobalX’s deportation flights—including the flight to El Salvador of Ricardo Prada Vásquez, a Venezuelan man whose whereabouts had become a mystery to even his own family as they sought answers from the US government. US authorities had previously declined to tell his family or reporters where he had been sent—only that he had been deported—and his name was even excluded from a list of deportees leaked to CBS News. (The Department of Homeland Security later stated in a post to X that Prada was in El Salvador—but only after a New York Times story about his disappearance.)

The fact that his name was, in fact, included all along on a GlobalX flight manifest highlights just how opaque the Trump administration’s deportation process remains. According to immigrant advocates who spoke with 404 Media, it even raises questions about whether the government itself had deportation records as comprehensive as the airline whose planes it chartered. “There are so many levels at which this concerns me. One is they clearly did not take enough care in this to even make sure they had the right lists of who they were removing, and who they were not sending to a prison that is a black hole in El Salvador,” Michelle Brané, executive director of immigrant rights group Together and Free, told 404 Media. “They weren't even keeping accurate records of who they were sending there.”

The Computer of a DOGE Staffer With Sensitive Access Reportedly Infected With Malware

Elon Musk’s so-called Department of Governmental Efficiency has raised alarms not just due to its often reckless cuts to federal programs, but also the agency’s habit of giving young, inexperienced staffers with questionable vetting access to highly sensitive systems. Now security researcher Micah Lee has found that Kyle Schutt, a DOGE staffer who reportedly accessed the financial system of the Federal Emergency Management Agency, appears to have had infostealer malware on one of his computers. Lee discovered that four dumps of user data stolen by that kind of password-stealing malware included Schutt’s passwords and usernames. It’s far from clear when Schutt’s credentials were stolen, for what machine, or whether the malware would have posed any threat to any government agency’s systems, but the incident nonetheless highlights the potential risks posed by DOGE staffers’ unprecedented access.

Grok AI Will “Undress” Women in Public on X

Elon Musk has long marketed his AI tool Grok as a more freewheeling, less restricted alternative to other large language models and AI image generators. Now X users are testing the limits of Grok’s few safeguards by replying to images of women on the platform and asking Grok to “undress” them. While the tool doesn’t allow the generation of nude images, 404 Media and Bellingcat have found that it repeatedly responded to users’ “undress” prompts with pictures of women in lingerie or bikinis, posted publicly to the site. In one case, Grok apologized to a woman who complained about the practice, but the feature has yet to be disabled.

A Hacked School Software Company Paid a Ransom—but Schools Are Still Being Extorted

This week in don’t-trust-ransomware-gangs news: Schools in North Carolina and Canada warned that they’ve received extortion threats from hackers who had obtained students’ personal information. The likely source of that sensitive data? A ransomware breach last December of PowerSchool, one of the world’s biggest education software firms, according to NBC News. PowerSchool paid a ransom at the time, but the data stolen from the company nonetheless appears to be the same info now being used in the current extortion attempts. “We sincerely regret these developments—it pains us that our customers are being threatened and re-victimized by bad actors,” PowerSchool told NBC News in a statement. “As is always the case with these situations, there was a risk that the bad actors would not delete the data they stole, despite assurances and evidence that were provided to us.”

A Notorious Deepfake Porn Site Shuts Down After Its Creator Is Outed

Since its creation in 2018, MrDeepFakes.com grew into perhaps the world’s most infamous repository of nonconsensual pornography created with AI mimicry tools. Now it’s offline after the site’s creator was identified as a Canadian pharmacist in an investigation by CBC, Bellingcat, and the Danish news outlets Politiken and Tjekdet. The site’s pseudonymous administrator, who went by DPFKS on its forums and created at least 150 of its porn videos himself, left a trail of clues in email addresses and passwords found on breached sites that eventually led to the Yelp and Airbnb accounts of Ontario pharmacist David Do. After reporters approached Do with evidence that he was DPFKS, MrDeepFakes.com went offline. “A critical service provider has terminated service permanently. Data loss has made it impossible to continue operation,” reads a message on its homepage. “We will not be relaunching.”

[anarchblr]

"Many comrades cannot grasp the technological components of colonialism (or rather they ignore them deliberately), remaining perplexed at a perspective based on the urgency of utterly annihilating techno-domination and the tech industry. If you talk to them about the connection of technologies to power, they respond with the supposed neutrality of these technologies and that they can be decoupled from the very logic of power which developed and produced them.

Such a perspective ignores that the entire framework of fundamental technologies which have today entered into all fields of social life stem from military research, and that colonialism, historically and presently, has a strong technological component. It is in fact a cornerstone. The process of colonization developed over centuries, always adding new technologies as soon as they developed. These technologies are based not only on the exploitation of people in the Global South and their lands, but were and have always been unleashed against the 'enemy' or tested in the colonies, until they finally make their way into the empire itself.

With the aid of the British colonies, undersea cables enabled telegraphic communication in service of the British Empire. New developments in record-keeping, archiving, and organization of information were first utilized by the US military intelligence service during the conquest of the Philippines. Governments today work together with tech-giants to enable widespread surveillance and control of their own people. This is first tested in the global south. Microsoft offers a solution for police vehicles with facial-recognition cameras that was launched in Cape Town and Durban, South Africa. The 'Command-and-Control Surveillance Platform' named 'Microsoft Aware' is utilized in Brazil and Singapore. Microsoft is also heavily engaged in the prison industry. They offer a variety of software solutions for the penal system, covering the whole process. In Africa they have gotten together with a firm named Netopia offering a 'Prison Management Software Platform,' including 'escape management' and prisoner analysis. Countries in the global south also offer an abundance of cheap laborers for technological processes and tech giants. These includes data annotators for artificial intelligence, call center workers, and content moderators for social media giants like Facebook. They clean disruptive content from social media feeds and are often left psychologically damaged.

Over centuries, imperial powers have tested technologies for the surveillance and control of their own populations on foreign populations; from Sir Francis Galtons pioneering work on fingerprinting, which occurred in India and South Africa, all the way to America’s combination of biometrics and innovations in the management of statistics and data, which constructed the first modern surveillance apparatus to pacify the Philippines. The wide collection of surveillance technologies used in the Philippines offered a testing site for a model that was finally brought back to the United States to set against the dissidents in its own country. High tech surveillance projects by Microsoft and their partners suggest that Africa will continue to be serve as a lab for carceral experiments.

The technological component of colonialism also reveals itself in the ways and means by which people in the Global South are exploited for menial and dangerous work as their lands are destroyed, just to provide supposedly necessary technology. Thus Congo supplies more than 70% of worldwide Cobalt, a vital raw material for the batteries used in cars, computers, and smartphones. As for Lithium, the biggest reserves are found in Chile, Argentina, Bolivia, and Australia. Out of these, Australia is less attractive because the workers there earn dramatically higher wages. The actual process of mining the raw materials often has negative consequences to the health of the workers and their surroundings. To eradicate colonialism, its causes, main actors, and processes must be clearly and plainly illustrated and linked. There must be no illusions: an anti-colonial struggle must inevitably align itself against the tech industry if decolonization is to live up to its name."

-Elany, "Tools of Anarchism, Part 2: On Decolonization (and the Technological Components of Colonialism)"

[canadian-car-shipping]

Exploring The History And Success Of A Canadian Car Company

Buckle up, gearheads! Today, we are revving our engines and taking a thrilling ride through the fascinating history and remarkable success of a Canadian car company that has left an indelible mark on the automotive industry. From its humble beginnings to conquering international markets, this company's journey is awe-inspiring. So, fasten your seatbelts as we dive into the exhilarating world of innovation, challenges, triumphs, and everything in between!

Impact On The Canadian Automotive Industry

Established decades ago, the Canadian car company has played a pivotal role in shaping and driving the automotive landscape within Canada. Its presence has bolstered the economy and fostered a sense of national pride in producing quality vehicles on home soil. The company's commitment to innovation and excellence has set new standards for the industry, inspiring others to push boundaries and strive for greatness.

This company has become an integral part of Canada's automotive sector by providing jobs, investing in research and development, and supporting local suppliers. Its impact ripples through various communities across the country, creating opportunities for growth and advancement. As a beacon of success in a competitive market, this Canadian car company continues to pave the way for future automakers to follow suit.

Expansion Into International Markets

The Canadian Car Company's expansion into international markets marked a significant milestone in its history. It opened up new opportunities for growth and global recognition, and by venturing beyond national borders, the company showcased its ability to compete globally.

With a strategic approach, the Canadian Car Company penetrated various international markets, adapting to different cultural preferences and regulations. This adaptability was crucial in establishing a strong presence in diverse regions worldwide.

The Canadian Car Company successfully introduced its vehicles to consumers worldwide through partnerships and collaborations with local distributors and dealerships. This approach not only boosted sales but also solidified the brand's reputation on an international level.

Expanding into international markets allowed the Canadian Car Company to showcase its commitment to innovation and quality across borders. The company's dedication to excellence resonated with customers globally, increasing demand for its vehicles.

Key Innovations And Technological Advancements

One key factor contributing to the success of this Canadian car company is its continuous focus on innovations and technological advancements. From the early days of manufacturing vehicles, they have strived to stay ahead of the curve by integrating cutting-edge technology into their designs. This commitment has allowed them to meet evolving consumer demands and set new industry standards.

The company's investment in research and development has led to breakthroughs in fuel efficiency, safety features, and overall performance. By harnessing the power of innovation, they have created cars that are not only reliable but also environmentally friendly. These advancements have positioned them as a leader in sustainable transportation solutions.

Moreover, this Canadian car company has incorporated advanced software and connectivity options into its vehicles through strategic partnerships with tech companies and suppliers. This forward-thinking approach has created smart cars that offer customers a seamless driving experience.

By staying at the forefront of technological progress, this Canadian car company continues to push boundaries and shape the future of automotive engineering.

Success Stories And Notable Achievements

One of the most renowned success stories in Canadian Car Company's history is its groundbreaking introduction of electric vehicles to the market. This bold move not only revolutionized the industry but also solidified the company's position as a forward-thinking and environmentally conscious automaker.

In addition, the company's commitment to innovation has led to numerous accolades and awards for its cutting-edge designs and advanced technology integration. Its dedication to pushing boundaries and setting new standards has earned it a loyal customer base around the globe.

Furthermore, their strategic partnerships with key players in the automotive sector have paved the way for collaborative projects that have further enhanced their brand reputation. These successful collaborations have resulted in mutually beneficial outcomes for all parties involved, showcasing Canadian Car Company's ability to thrive in competitive environments.

These notable achievements are testaments to the Canadian Car Company's unwavering commitment to excellence and continuous growth in the automotive industry.

Challenges faced by the company

Navigating the competitive landscape of the automotive industry, the Canadian Car Company has faced its fair share of challenges. From economic downturns to shifts in consumer preferences, staying ahead of the curve requires continuous innovation and adaptability.

One significant challenge has been balancing sustainability with performance in an environmentally conscious market. As regulations tighten, the company continues to address the delicate balance between investing in eco-friendly technologies and maintaining high-quality standards.

Moreover, global supply chain disruptions and fluctuating raw material costs have posed logistical hurdles for production and distribution. Finding efficient solutions to minimize delays and optimize operations remains a top priority for sustained growth.

Despite these obstacles, the Canadian Car Company's commitment to excellence and resilience has propelled it forward. By embracing change, fostering creativity, and prioritizing customer satisfaction, this iconic brand continues to make waves domestically and internationally.

As we reflect on its journey through history filled with achievements, innovations, and challenges, overcome, one thing is clear - the legacy of this Canadian car company will undoubtedly continue shaping the future of automotive excellence for years to come.

[apexbyte]

What is artificial intelligence (AI)?

Imagine asking Siri about the weather, receiving a personalized Netflix recommendation, or unlocking your phone with facial recognition. These everyday conveniences are powered by Artificial Intelligence (AI), a transformative technology reshaping our world. This post delves into AI, exploring its definition, history, mechanisms, applications, ethical dilemmas, and future potential.

What is Artificial Intelligence? Definition: AI refers to machines or software designed to mimic human intelligence, performing tasks like learning, problem-solving, and decision-making. Unlike basic automation, AI adapts and improves through experience.

Brief History:

1950: Alan Turing proposes the Turing Test, questioning if machines can think.

1956: The Dartmouth Conference coins the term "Artificial Intelligence," sparking early optimism.

1970s–80s: "AI winters" due to unmet expectations, followed by resurgence in the 2000s with advances in computing and data availability.

21st Century: Breakthroughs in machine learning and neural networks drive AI into mainstream use.

How Does AI Work? AI systems process vast data to identify patterns and make decisions. Key components include:

Machine Learning (ML): A subset where algorithms learn from data.

Supervised Learning: Uses labeled data (e.g., spam detection).

Unsupervised Learning: Finds patterns in unlabeled data (e.g., customer segmentation).

Reinforcement Learning: Learns via trial and error (e.g., AlphaGo).

Neural Networks & Deep Learning: Inspired by the human brain, these layered algorithms excel in tasks like image recognition.

Big Data & GPUs: Massive datasets and powerful processors enable training complex models.

Types of AI

Narrow AI: Specialized in one task (e.g., Alexa, chess engines).

General AI: Hypothetical, human-like adaptability (not yet realized).

Superintelligence: A speculative future AI surpassing human intellect.

Other Classifications:

Reactive Machines: Respond to inputs without memory (e.g., IBM’s Deep Blue).

Limited Memory: Uses past data (e.g., self-driving cars).

Theory of Mind: Understands emotions (in research).

Self-Aware: Conscious AI (purely theoretical).

Applications of AI

Healthcare: Diagnosing diseases via imaging, accelerating drug discovery.

Finance: Detecting fraud, algorithmic trading, and robo-advisors.

Retail: Personalized recommendations, inventory management.

Manufacturing: Predictive maintenance using IoT sensors.

Entertainment: AI-generated music, art, and deepfake technology.

Autonomous Systems: Self-driving cars (Tesla, Waymo), delivery drones.

Ethical Considerations

Bias & Fairness: Biased training data can lead to discriminatory outcomes (e.g., facial recognition errors in darker skin tones).

Privacy: Concerns over data collection by smart devices and surveillance systems.

Job Displacement: Automation risks certain roles but may create new industries.

Accountability: Determining liability for AI errors (e.g., autonomous vehicle accidents).

The Future of AI

Integration: Smarter personal assistants, seamless human-AI collaboration.

Advancements: Improved natural language processing (e.g., ChatGPT), climate change solutions (optimizing energy grids).

Regulation: Growing need for ethical guidelines and governance frameworks.

Conclusion AI holds immense potential to revolutionize industries, enhance efficiency, and solve global challenges. However, balancing innovation with ethical stewardship is crucial. By fostering responsible development, society can harness AI’s benefits while mitigating risks.

[dailyanarchistposts]

The Technological Components of Colonialism

Many comrades cannot grasp the technological components of colonialism (or rather they ignore them deliberately), remaining perplexed at a perspective based on the urgency of utterly annihilating techno-domination and the tech industry. If you talk to them about the connection of technologies to power, they respond with the supposed neutrality of these technologies and that they can be decoupled from the very logic of power which developed and produced them.

Such a perspective ignores that the entire framework of fundamental technologies which have today entered into all fields of social life stem from military research, and that colonialism, historically and presently, has a strong technological component. It is in fact a cornerstone. The process of colonization developed over centuries, always adding new technologies as soon as they developed. These technologies are based not only on the exploitation of people in the Global South and their lands, but were and have always been unleashed against the “enemy” or tested in the colonies, until they finally make their way into the empire itself.

With the aid of the British colonies, undersea cables enabled telegraphic communication in service of the British Empire. New developments in record-keeping, archiving, and organization of information were first utilized by the US military intelligence service during the conquest of the Philippines. Governments today work together with tech-giants to enable widespread surveillance and control of their own people. This is first tested in the global south. Microsoft offers a solution for police vehicles with facial-recognition cameras that was launched in Cape Town and Durban, South Africa. The “Command-and-Control Surveillance Platform” named “Microsoft Aware” is utilized in Brazil and Singapore. Microsoft is also heavily engaged in the prison industry. They offer a variety of software solutions for the penal system, covering the whole process. In Africa they have gotten together with a firm named Netopia offering a “Prison Management Software Platform,” including “escape management” and prisoner analysis. Countries in the global south also offer an abundance of cheap laborers for technological processes and tech giants. These includes data annotators for artificial intelligence, call center workers, and content moderators for social media giants like Facebook. They clean disruptive content from social media feeds and are often left psychologically damaged.

Over centuries, imperial powers have tested technologies for the surveillance and control of their own populations on foreign populations; from Sir Francis Galtons pioneering work on fingerprinting, which occurred in India and South Africa, all the way to America’s combination of biometrics and innovations in the management of statistics and data, which constructed the first modern surveillance apparatus to pacify the Philippines. The wide collection of surveillance technologies used in the Philippines offered a testing site for a model that was finally brought back to the United States to set against the dissidents in its own country. High tech surveillance projects by Microsoft and their partners suggest that Africa will continue to be serve as a lab for carceral experiments.

The technological component of colonialism also reveals itself in the ways and means by which people in the Global South are exploited for menial and dangerous work as their lands are destroyed, just to provide supposedly necessary technology. Thus Congo supplies more than 70% of worldwide Cobalt, a vital raw material for the batteries used in cars, computers, and smartphones. As for Lithium, the biggest reserves are found in Chile, Argentina, Bolivia, and Australia. Out of these, Australia is less attractive because the workers there earn dramatically higher wages. The actual process of mining the raw materials often has negative consequences to the health of the workers and their surroundings.

To eradicate colonialism, its causes, main actors, and processes must be clearly and plainly illustrated and linked. There must be no illusions: an anti-colonial struggle must inevitably align itself against the tech industry if decolonization is to live up to its name.

[mixpayu]

Understanding Artificial Intelligence: A Comprehensive Guide

Artificial Intelligence (AI) has become one of the most transformative technologies of our time. From powering smart assistants to enabling self-driving cars, AI is reshaping industries and everyday life. In this comprehensive guide, we will explore what AI is, its evolution, various types, real-world applications, and both its advantages and disadvantages. We will also offer practical tips for embracing AI in a responsible manner—all while adhering to strict publishing and SEO standards and Blogger’s policies.

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1. Introduction

Artificial Intelligence refers to computer systems designed to perform tasks that typically require human intelligence. These tasks include learning, reasoning, problem-solving, and even understanding natural language. Over the past few decades, advancements in machine learning and deep learning have accelerated AI’s evolution, making it an indispensable tool in multiple domains.

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2. What Is Artificial Intelligence?

At its core, AI is about creating machines or software that can mimic human cognitive functions. There are several key areas within AI:

Machine Learning (ML): A subset of AI where algorithms improve through experience and data. For example, recommendation systems on streaming platforms learn user preferences over time.

Deep Learning: A branch of ML that utilizes neural networks with many layers to analyze various types of data. This technology is behind image and speech recognition systems.

Natural Language Processing (NLP): Enables computers to understand, interpret, and generate human language. Virtual assistants like Siri and Alexa are prime examples of NLP applications.

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3. A Brief History and Evolution

The concept of artificial intelligence dates back to the mid-20th century, when pioneers like Alan Turing began to question whether machines could think. Over the years, AI has evolved through several phases:

Early Developments: In the 1950s and 1960s, researchers developed simple algorithms and theories on machine learning.

The AI Winter: Due to high expectations and limited computational power, interest in AI waned during the 1970s and 1980s.

Modern Resurgence: The advent of big data, improved computing power, and new algorithms led to a renaissance in AI research and applications, especially in the last decade.

Source: MIT Technology Review

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4. Types of AI

Understanding AI involves recognizing its different types, which vary in complexity and capability:

4.1 Narrow AI (Artificial Narrow Intelligence - ANI)

Narrow AI is designed to perform a single task or a limited range of tasks. Examples include:

Voice Assistants: Siri, Google Assistant, and Alexa, which respond to specific commands.

Recommendation Engines: Algorithms used by Netflix or Amazon to suggest products or content.

4.2 General AI (Artificial General Intelligence - AGI)

AGI refers to machines that possess the ability to understand, learn, and apply knowledge across a wide range of tasks—much like a human being. Although AGI remains a theoretical concept, significant research is underway to make it a reality.

4.3 Superintelligent AI (Artificial Superintelligence - ASI)

ASI is a level of AI that surpasses human intelligence in all aspects. While it currently exists only in theory and speculative discussions, its potential implications for society drive both excitement and caution.

Source: Stanford University AI Index

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5. Real-World Applications of AI

AI is not confined to laboratories—it has found practical applications across various industries:

5.1 Healthcare

Medical Diagnosis: AI systems are now capable of analyzing medical images and predicting diseases such as cancer with high accuracy.

Personalized Treatment: Machine learning models help create personalized treatment plans based on a patient’s genetic makeup and history.

5.2 Automotive Industry

Self-Driving Cars: Companies like Tesla and Waymo are developing autonomous vehicles that rely on AI to navigate roads safely.

Traffic Management: AI-powered systems optimize traffic flow in smart cities, reducing congestion and pollution.

5.3 Finance

Fraud Detection: Banks use AI algorithms to detect unusual patterns that may indicate fraudulent activities.

Algorithmic Trading: AI models analyze vast amounts of financial data to make high-speed trading decisions.

5.4 Entertainment

Content Recommendation: Streaming services use AI to analyze viewing habits and suggest movies or shows.

Game Development: AI enhances gaming experiences by creating more realistic non-player character (NPC) behaviors.

Source: Forbes – AI in Business

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6. Advantages of AI

AI offers numerous benefits across multiple domains:

Efficiency and Automation: AI automates routine tasks, freeing up human resources for more complex and creative endeavors.

Enhanced Decision Making: AI systems analyze large datasets to provide insights that help in making informed decisions.

Improved Personalization: From personalized marketing to tailored healthcare, AI enhances user experiences by addressing individual needs.

Increased Safety: In sectors like automotive and manufacturing, AI-driven systems contribute to improved safety and accident prevention.

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7. Disadvantages and Challenges

Despite its many benefits, AI also presents several challenges:

Job Displacement: Automation and AI can lead to job losses in certain sectors, raising concerns about workforce displacement.

Bias and Fairness: AI systems can perpetuate biases present in training data, leading to unfair outcomes in areas like hiring or law enforcement.

Privacy Issues: The use of large datasets often involves sensitive personal information, raising concerns about data privacy and security.

Complexity and Cost: Developing and maintaining AI systems requires significant resources, expertise, and financial investment.

Ethical Concerns: The increasing autonomy of AI systems brings ethical dilemmas, such as accountability for decisions made by machines.

Source: Nature – The Ethics of AI

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8. Tips for Embracing AI Responsibly

For individuals and organizations looking to harness the power of AI, consider these practical tips:

Invest in Education and Training: Upskill your workforce by offering training in AI and data science to stay competitive.

Prioritize Transparency: Ensure that AI systems are transparent in their operations, especially when making decisions that affect individuals.

Implement Robust Data Security Measures: Protect user data with advanced security protocols to prevent breaches and misuse.

Monitor and Mitigate Bias: Regularly audit AI systems for biases and take corrective measures to ensure fair outcomes.

Stay Informed on Regulatory Changes: Keep abreast of evolving legal and ethical standards surrounding AI to maintain compliance and public trust.

Foster Collaboration: Work with cross-disciplinary teams, including ethicists, data scientists, and industry experts, to create well-rounded AI solutions.

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9. Future Outlook

The future of AI is both promising and challenging. With continuous advancements in technology, AI is expected to become even more integrated into our daily lives. Innovations such as AGI and even discussions around ASI signal potential breakthroughs that could revolutionize every sector—from education and healthcare to transportation and beyond. However, these advancements must be managed responsibly, balancing innovation with ethical considerations to ensure that AI benefits society as a whole.

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10. Conclusion

Artificial Intelligence is a dynamic field that continues to evolve, offering incredible opportunities while posing significant challenges. By understanding the various types of AI, its real-world applications, and the associated advantages and disadvantages, we can better prepare for an AI-driven future. Whether you are a business leader, a policymaker, or an enthusiast, staying informed and adopting responsible practices will be key to leveraging AI’s full potential.

As we move forward, it is crucial to strike a balance between technological innovation and ethical responsibility. With proper planning, education, and collaboration, AI can be a force for good, driving progress and improving lives around the globe.

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References

1. MIT Technology Review – https://www.technologyreview.com/

2. Stanford University AI Index – https://aiindex.stanford.edu/

3. Forbes – https://www.forbes.com/

4. Nature – https://www.nature.com/

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Meta Description:

Explore our comprehensive 1,000-word guide on Artificial Intelligence, covering its history, types, real-world applications, advantages, disadvantages, and practical tips for responsible adoption. Learn how AI is shaping the future while addressing ethical and operational challenges.

[kishorxox]

Public Safety and Security Market Size, Share, Forecast, & Trends Analysis

Meticulous Research®—a leading global market research company, published a research report titled, ‘Public Safety and Security Market by Offering (Safety Devices, Safety Software, Safety Services), Technology (IoT, AI, Cloud Computing, ML), Application (Data Gathering, Mapping, and 3D Imaging), End Use (Warehouses & Depots, Workplaces, Shopping Malls & Retail Stores) and Geography - Global Forecast to 2031.’

According to this latest publication from Meticulous Research®, the global public safety and security market is expected to reach $514.1 billion by 2031 from an estimated $234.2 billion in 2024, at a CAGR of 11.9% during the forecast period. The growth of the public safety and security market is driven by the growing utilization of AI, ML, and analytics technologies in public safety and security applications, increasing awareness and initiatives for public safety and security, and government focus on managing the needs of the rising urban population. However, the significant initial investments required to implement public safety and security solutions restrain the growth of this market. The integration of cloud computing and big data analytics in public safety and security solutions and the rising incidence of terrorism and security breaches are expected to generate market growth opportunities. However, the complexities in implementing advanced public safety and security systems and the rising cases of data theft are major challenges for market stakeholders.

The global public safety and security market is segmented by offering, technology, application, end use, and geography. The study also evaluates industry competitors and analyses the country and regional-level markets.

Based on offering, the global public safety and security market is segmented into safety devices, safety software, and safety services. In 2024, the safety services segment is expected to account for the largest share of the global public safety and security market. The large market share of this segment is attributed to the increasing demand for specialized safety services to address specific safety and security challenges. Safety services such as critical infrastructure security, emergency medical, firefighting, and disaster management services are critical in ensuring the safety and well-being of citizens and critical assets. Moreover, the safety services segment is projected to register the highest CAGR during the forecast period.

Based on technology, the global public safety and security market is segmented into the Internet of Things, artificial intelligence, cloud computing, machine learning, cybersecurity, and other technologies. In 2024, the Internet of Things segment is expected to account for the largest share of the global public safety and security market. The large share of the segment is attributed to the rising demand for real-time data insights and improved situational awareness. Moreover, the Internet of Things segment is projected to register the highest CAGR during the forecast period.

Based on application, the global public safety and security market is segmented into data gathering, mapping and 3D imaging, threat detection, security and incident management, monitoring, fire and explosion examination, network security, and other applications. In 2024, the security and incident management segment is expected to account for the largest share of the global public safety and security market. The large market share of this segment is attributed to the need to respond effectively to emergencies, the increasing adoption of smart city technologies, and the integration of IoT devices. Moreover, the security and incident management segment is projected to register the highest CAGR during the forecast period.

Based on end use, the global public safety and security market is segmented into warehouses depots, workplaces, shopping malls & retail stores, schools & universities, hospitals & healthcare, residential, transportation, and other end uses. In 2024, the transportation segment is expected to account for the largest share of the global public safety and security market. The large share of this segment is attributed to the growing concern of terrorist threats and passenger safety. Advances in contactless ticketing and facial recognition for identity verification are driving the adoption of modern transportation security solutions. Furthermore, the implementation of AI-based video analytics for crowd monitoring contributes to the growth of this segment. However, the hospitals and healthcare segment is projected to register the highest CAGR during the forecast period.

Based on geography, the public safety and security market is segmented into North America, Europe, Asia-Pacific, Latin America, and the Middle East & Africa. In 2024, North America is expected to account for the largest share of the global public safety and security market. The large share of this region is attributed to the rising adoption of digital technology and data due to the growing need for improving decision-making, promoting digital inclusivity and equity, creating a collaborative ecosystem, prioritizing citizen safety and health, establishing trust and transparency, and developing resilience and adaptability to manage change effectively. However, Europe is slated to register the highest growth at a CAGR during the forecast period.

Key Players

The key players operating in the global public safety and security market are Hexagon AB (Sweden), Fujitsu Ltd. (Japan), Robert Bosch GmbH (Germany), Atos SE (France), Cisco Systems, Inc. (U.S.) Saab AB (Sweden), Airbus SE (Netherlands), Siemens AG (Germany), Intel Corporation (U.S.), Fotokite AG (Switzerland), CityShob (Israel), 3xLOGIC (U.S.), L3Harris Technologies, Inc. (U.S.), OnSolve (U.S.) and Haystax (U.S.).

Download Sample Report Here @ https://www.meticulousresearch.com/download-sample-report/cp_id=5661

Key Questions Answered in the Report:

Which are the high-growth market segments in terms of offering, technology, application, end use, and geography?

What is the historical market size for the public safety and security market across the globe?

What are the market forecasts and estimates for the period 2024–2031?

What are the major drivers, restraints, opportunities, and challenges in the global public safety and security market?

Who are the major players in the market, and what are their market shares?

How is the competitive landscape for the global public safety and security market?

What are the recent developments in the global public safety and security market?

What are the different strategies adopted by the major players in the market?

What are the key geographic trends, and which are the high-growth countries?

Who are the local emerging players in the global public safety and security market, and how do they compete with other players?

Contact Us: Meticulous Research® Email- sales@meticulousresearch.com Contact Sales- +1-646-781-8004 Connect with us on LinkedIn- https://www.linkedin.com/company/meticulous-research

[sjsmith56]

Into the Mouth of the Lion, Chapter 21 - Eyes of the Father

Summary: Lacey finds herself on a private jet with no memory of her name or her past. Meanwhile, in Madripoor both teams come up with a plan to take down Sharon Carter and rescue Tommy.

Length: 6.45 K

Characters: Lacey, Bucky, Sam, Dr. Strange, Scott, Hope, Peter, Maria, Bruce, Fury; unnamed oc.

Warning: Recalling lost memories, anger, angst, betrayal.

Author note: Bucky faces some major Dad moments, and decides to embrace his future and family. Feel free to reach for some tissues.

<< Chapter 20

✈️ 🦀 💉

Somewhere over the Atlantic

The blonde woman felt a hand on her shoulder and automatically shrank away from it. The hand belonged to a dark haired woman carrying some food who kneeled in front of her while studying her face.

"You don't have to be afraid of me," she said. "I will not hurt you. In fact, I am here to help you and prepare you for the viewing." She gently touched the blonde woman's hair. "Do you have a name?"

"I don't know," whispered the blonde. "Just when I think I remember it I don't anymore. What did they do to me?"

"I'm not sure," said the brunette, kindly. "Perhaps as you adjust to your new situation you will remember. Here, have something to eat. You must be hungry."

The blonde nodded her head and began to eat the food that had been offered to her. The brunette went to the back of the aircraft and spoke in Russian to a man who had observed them interacting.

"They wiped everything," she said. "They could have left a name, a sense of her identity. Did Dendrov say whether he touched her?"

"He said he left her alone," replied the man. "Not sure if I believe him or not but she doesn't seem to be showing the trauma of a rape. Her face looks familiar though and that could be a problem. I should run facial recognition software on her before we put her in the viewing."

The blonde ate the food that had been given to her and strained her ears to listen to the conversation of the brunette woman and the man at the back of the jet but she realized it was in another language.

"Russian," said a thought that came up in her mind. "How did I know it was Russian? Have I heard it before?"

There was a magazine on the seat next to her, in another language which she didn't recognize but she began looking through the pictures. An ad for a men's cologne made her pause and she looked at the male model in it. She didn't know him but his dark hair and bright blue eyes brought an image of another man to her mind. Just as quickly it was gone and although she tried to get it back she was unsuccessful. As she chewed her food she went over in her mind what she did remember. The other blonde woman, with the harsh face, and the crying boy she kept with her. The boy kept calling out "Mom." Did he mean her? Was she his mother? His eyes were also bright blue and for a moment she saw the man again in her memories. Was he the father? Her husband? Taking a deep breath the blonde woman tried to remember again but had no luck. There was a tattooed man with a shaved head, who seemed to know her and had offered the other blonde woman money for her. They had haggled over her price and she realized she had been sold, like a slave. It hit her, mid chew and she began to choke a little, grabbing a drink to wash the food down before the brunette woman came to check on her. The tattooed man took her into a vehicle while the boy kept screaming for her until the other blonde woman slapped him. She felt a surge of anger in her as she remembered that slap. How dare she hit Tommy. Tommy ... the boy's name was Tommy. She was sure of it and she let the triumph of that memory wash through her.

"What's so funny?" said the brunette who had kneeled in front her again. "You have a big smile on your face."

The blonde looked at the woman and knew that she couldn't let her know that memories were coming back, not yet. "I'm in a private jet," she answered excitedly. "Am I rich?"

The brunette smiled indulgently. "Perhaps you are," she said. "I was just told to transport you so it's a mystery to me. Are you finished eating?"

"May I have some more, please?" asked the blonde, even though she wasn't hungry anymore. She needed time to remember more before they arrived at their destination.

Smiling kindly at her the brunette brought her more food and went back to the man where they both watched her eat. The blonde kept chewing her food and looking at her surroundings hoping to see something, anything that would trigger a memory. She thought of the other blonde woman and focused her mind on her. She was sure the negotiation with the tattooed man hadn't been the first time she saw that woman. Letting her mind wander she had another flashback of a farm yard and the blonde turning her head, then throwing off a hood that had previously obscured her face. Wong printed a picture of the woman out of thin air. Wong, who was he? She remembered his name but not his face but she knew he was important ... he knew magic. Flipping through the magazine she looked at the ads again, hoping to see something that seemed familiar and then she saw it. A red origami crab, amongst other origami seafood on a platter. It wasn't the animals that triggered the memory. It was the origami itself that sparked it and she could see it, could see her hand putting an origami heart and the picture of the blue eyed man in her drawer. He made her an origami heart. His name was Bucky and he was the love of her life. In fact he was Tommy's father and he wrote on the heart that he would remember her. The blonde laughed out loud as the memory of the blue eyed man returned to her. She turned to the woman and the man with confidence.

"He'll come looking for me," she declared. "He's a super soldier and he will search the world to find me. You don't know what you're up against."

"What do you mean?" asked the brunette, pulling the blonde roughly up from the chair.

"Bucky Barnes, the former Winter Soldier," said Lacey, grinning like a mad woman. Yeah, Lacey, that was her name. "He's my lover and he'll find you. You can run but he'll find all of you. It's what the Soldier does, right?"

She laughed again and the brunette pushed her down into the seat then turned to the man with a worried look on her face. What kind of trouble had Dendrov got them into?

Madripoor

Everyone in the room turned as the portal opened and watched as the others filed through it. Sam came forward to Bucky, putting his hand on his friend's shoulder.

"I'm sorry she wasn't there," he said. "You still got a lot of women rescued and that counts."

"Yeah," replied Bucky unconvincingly, "we made a difference. What's the word here? Are we in High Town or Low Town?"

"High Town," said Sam. "About a block from Sharon's place that she showed us when we were here. Haven't seen her but there have been signs of activity at her place and some other places. Specifically a warehouse in Low Town that has had all sorts of building activity and increased security. Scott has been there a few times, hitching a ride on Red Wing. Now that Hope is here they can go together."

"So no visual of Tommy," stated Bucky.

"No, but we do have an in at the warehouse," said Sam. "The Dora Milaje applied for security positions at the new warehouse. Clint created a back story for them online that appears to have passed scrutiny. They're wearing nano masks with a spell on them to nullify any electronic signal and had their first shift today."

Both women approached. "White Wolf," said the first, Yama, "it appears they built a lab for creating serum. There is also a section of the warehouse which is off limits except to specific staff which we suspect is being used for the reconstruction of the memory suppression machine. We have not seen your son but there is gossip about the boy child which the Power Broker keeps with her at all times."

"They say he is abnormally strong and killed a grown man before he was taken," said the second warrior woman, Nomble. "He is rumoured to be uncooperative when he is with Carter. Some have speculated that the Power Broker is attempting to purchase his mother back from the traffickers to secure his cooperation."

Bucky smirked. It would serve Sharon right. Tommy had no qualms about hitting him when he left them. If a rumour that he killed a man circulated it would put doubt in the minds of others about dealing with him.

"Can you spread other rumours about him?" he asked. "Things like he won't hesitate to kill the Power Broker if she turns her back. That sort of thing, just enough to keep them unsettled."

"Won't that put him in danger?" asked Nomble.

"He's a source of the serum," said Bucky. "She's gambled a lot on taking him to make more serum. But Sharon made her first tactical blunder getting rid of Lacey as she was the only leverage that could be used to keep Tommy in line. She did that to hurt me which was her second tactical blunder."

The two women nodded their assent and returned to the perimeter of the room. Sam looked at Bucky questioningly, pulling him aside. "Why would Sharon want to hurt you?" he asked in a low voice. "Did something happen between you two?"

Bucky's face was grim. "No, because I turned her down," he replied. "After I took her to a cash only doctor to get her fixed up in New York she asked if she could crash at my place. She came on to me in a big way, wanting to repay me."  He rolled his eyes.  "She never was my type so I pulled her arms off of me and told her no, very firmly. She didn't take the rejection well and got angry when I told her I was in love with Lacey with plans to get her back. Sharon stormed off and I went back to Brooklyn."

"Damn," whispered Sam. "That's messed up but it explains why she went after Lacey and Tommy so viciously. "

Hope and Scott approached them. "Mind if we take a trip to Sharon's place?" asked Scott. "At the least we can scope out possible entrances if we decide to go there on a raid."

"Okay," said Bucky. "Keep your comms on all the time and be careful. If she even gets a hint that we're here she'll send an army after us."

About twenty minutes later Scott and Hope began reporting what they were seeing at Sharon Carter's place. There was a party going on in the gallery that was full of party goers. Bucky told them to locate the residential portion of the apartment. They reported two guards standing in front of a door, finding access into the room through an air vent.

"Tommy's here," said Hope. "He's lying on the bed, on his side, sleeping ... no sedated. There's a syringe in the waste basket. He looks pale. I thought sedation didn't work well on super soldiers."

"It doesn't but he's young and his body might not be able to fight against it yet," replied Bucky. "Can you bring the empty syringe so we can determine what was in it?"

"Okay, I'm going to full size then I'll shrink again with it," said Hope, going quiet for a moment. "Done."

"What does access look like into the residential part of her place while a party is going on?" asked Bucky. "Does she have additional guards on duty other than the two in front of Tommy's door?"

"We only saw the two when we came through," said Scott.

They retreated from the bedroom and went through the residential portion of the apartment. As they were exchanging observations between each other Scott told Hope to go back to a certain wall.

"This is a false wall," he stated. "Look at the surface of it. It bows, as if it is cheap wallboard. I'm going to go to full size." They heard a knocking sound through the comms. "It's definitely hollow behind here. Hope, if I pry open the side can you fly in and see what's there?"

"Do it," she said, "then shrink again as soon as you can. You don't want to be caught." There was no sound for a few moments. "He's right. This is an old exterior entrance. Scott, go to the window nearest this spot and see what's there."

Again there was no sound then Scott laughed as he opened the window. "Ah ha!" he said excitedly. "There is a fire escape but they have boarded over the access on this floor. I'm going to see if I can pry a corner off. Hope, if you see me in infrared, fly out."

"I see you," said Hope, a moment later, "and the night sky. I think we found our access point."

"Get back here," said Bucky.

"On our way," said Hope.

Twenty minutes later they arrived back at the safe house, resuming their normal size. Hope brought the syringe out from a pocket on her uniform.  Taking it from her, Dr. Strange gingerly smelled it, curling his lip as he did so. Then he used magic to analyze it and the formula for it scrolled through the air, making him shake his head in disgust.

"Well?" asked Bucky.

"Midozolam," said Strange. "It's used to put you to sleep immediately and it keeps you from having memories of procedures done to you when it's used in a clinical setting. It depresses the central nervous system."

Bucky's vibranium hand curled into a fist as Dr. Strange described its effects. "Is it addictive?"

"Not if it's used in a single instance before surgery," he said, "but given repeatedly, yes. It's only used on a repetitive basis as an end-of-life palliative regimen, to reduce delirium in a patient, making them comfortable, before they ... move on."

Bucky's face became dark and everyone stopped as they watched him handle the information. Sam gently put his hand on Bucky's shoulder. "Do you need to take a few minutes?" he asked gently.

"I need to beat the shit out of something or someone," was the barely audible reply from his tightly clenched mouth.

Then he took several deep breaths and slowly forced himself to deal with the anger coursing through his system. No one said anything until Bucky's hand finally relaxed and his breathing returned to normal. Clint had located blueprints of the apartment and brought them up on a tablet. With a wave of his hand Dr. Strange was able to project it in 3D in the air before them.  Scott showed where the fire escape was on the outside and where the boarded up wall on the inside was.

"That wallboard can be kicked out by anyone wearing a heavy boot," he said. "The outside is ¾ inch plywood but easily pulled off by Bucky or John. If we go in during one of her parties they probably won't hear us as the bass in the music is cranked right up to maximum. The guards might be a problem but Hope and I can probably take care of them."

"So are we going in?" asked Walker. "I'm getting pretty antsy waiting for the right opportunity."

"If we do go in then I want to hit the warehouse at the same time," replied Bucky. "We need to shut that place down, destroy the serum and the memory suppression machine. Do we have blueprints for the warehouse?"

"No, but we can start scanning while we're there tomorrow," said Yama. "A kimoyo bead from our bracelets can be configured to compile a floor plan without anyone noticing."

"Do it but be careful," replied Bucky. "Do you know if Sharon is hosting a party tomorrow night?"

"She hosts a party every night," said Sam. "What about the stolen artworks at her place? Should we recover them?"

"We can only do that if we get rid of the partygoers," declared Bucky then he looked at Walker and thought of something. "Which we can do if there is a fire alarm. People are conditioned to obey it. We're also taking Sharon into custody." There were sounds of concern over this decision. "As long as she is free Lacey and Tommy will always be at risk. We take her in and destroy her base of operations so no one else can come in and take over."

Bucky looked from face to face, receiving nods of approval from everyone. It was important to him that everyone was on board with his plan as he didn't want anyone going off on their own agenda.

"Okay, after we get the floor plans of the warehouse, we hit it and her residence tomorrow evening," said Bucky. "Torres, I want you on the warehouse with Sam. You'll be more effective there. You too, John. Destroy that memory suppression machine even if you have to tear it apart by hand. Clint, explosives everywhere. Yama, Nomble, do your thing. I want the rest of my original team with me. Maria, you'll bring Tommy by portal back to the compound where Dr. Banner can examine him. You make sure you tell him what was injected into Tommy. Everyone else, once that fire alarm goes it's a smash and grab for the stolen artworks while I go after Sharon. Everyone disable the guards, destroy infrastructure, make a mess. We're tearing both places apart. Any questions?" He looked around. "Okay, get a good rest tonight. If we do this right we can get it done tomorrow night."

Everyone bunked down where they could. Most of the beds were given over to the women while Bucky and Sam had no problem with the floor. Peter webbed up some hammocks which were surprisingly comfortable according to those who used them. After only having a couple of hours sleep in the previous two days Bucky had no problem dropping off and was sleeping quite well until he heard his name softly spoken close to his ear. He opened his eyes to see Dr. Strange kneeling beside him, motioning for him to get up. They went to a window where Strange placed a spell around them so they could talk in private.

"How much do you trust John Walker?" he asked point blank.

"About half the time," replied Bucky. "Why?"

"He serves another master," said Strange. "One who is very interested in what Carter is doing. He may take some of the serum that has been made already."

"Who does he work for?" asked Bucky.

"Contessa Valentina Allegra de Fontaine," said Strange. "I took the liberty of running your plan through the time stone. We have a very good chance of success but Walker's actions concern me."

"Can you restrain him?" asked Bucky.

"Certainly," replied Strange as if it were a foregone conclusion.

"Then once we return to the compound you restrain him," said Bucky. "I'll take the serum from him and we destroy it. Did you happen to see if they took any more blood from Tommy?"

Strange smiled. "Just what they're converting to serum now," he said. "He fought them tooth and nail which is why he was sedated. He's a brave boy. One more thing." Bucky looked at him questioningly. "I couldn't locate her but Lacey is remembering who she is. It's possible she will not be put into the auction as her value decreases the more she remembers of her previous life. If that is the case then her wellbeing is at risk. I would suggest that you join up with the Wakandans as soon as we're done here. They will need you. Lacey will need you."

Bucky thanked him, returning to his sleeping location. He closed his eyes and tried to sleep but it was no use as Strange's information bothered him. He really thought he was making inroads into John Walker's psyche. If he was working with the Contessa that could be bad news. Yelena had been contracted by the Contessa to kill Clint, on behalf of another client but the Contessa willingly delivered the assignment. She even told the young woman that Clint had murdered her sister, Natasha. After learning the truth Yelena had undergone some soul searching then showed up at the Avengers compound, looking for Nick Fury. Still, they needed Walker for this mission and perhaps there was a chance he could learn the responsibilities that came with being a super soldier. Perhaps.

As promised the Dora Milaje returned with a full floor plan of the warehouse except for the off limits room. They were able to project it holographically from their kimoyo beads so everyone that was going on the warehouse raid would know what to expect in terms of security, location, etc. Because of Dr. Strange's warning Bucky already spoke to Sam during the day, giving him the heads up but warned him against confronting Walker so as not to trigger him. When the time came for them to leave for the raids Strange provided a portal for each team. At the High Town building Hope and Scott entered first to confirm that no one was near the fire escape. Bucky leaped up, grasping and pulling down the fire escape ladder that allowed everyone to get to the first level then he continued running up to the top of stair structure and pulled the plywood off. Once everyone was with him on the top platform he pushed the wallboard in allowing them all to enter unseen. Hope and Scott took out both guards at Tommy's door. Hope then located the fire alarm and waited near it for the signal to pull it. Bucky broke into the bedroom and kneeled beside his son, stroking his hair, furious at seeing him sedated but also relieved he was alive.

"Tommy," he said, shaking his shoulder. "Can you hear me?" There was no response and he lifted him into Maria's arms then signalled Dr. Strange on his comms piece. "Stephen, open a portal for Maria and Tommy, please."

The portal opened and she stepped through carrying the boy, straight to the Avengers compound. Hope was given the signal, pulled the alarm and as predicted, everyone in the party began filing out as the klaxons sound. While the crowd dispersed the team moved in during the confusion, taking out security guards guarding the stolen art works. Bucky searched the space, still lit by the pulsating lighting, located Sharon and began making his way to her. When she spotted Bucky she sent two body guards after him but Peter saw them first, webbing both men up. Approaching the doorway that Sharon left through Bucky went up a flight of stairs to the roof, where she was just stepping into a helicopter, the pilot ready to take off. Pulling out a handgun he took aim at one of the rotors and damaged it, necessitating the pilot to shut down. He bailed, taking cover elsewhere. Sharon fired back at Bucky, making him take cover.

"Give up Sharon," he yelled from his cover. "I have a team destroying your lab and warehouse, Tommy is safe and being treated by a doctor, and you have no way out of here, except with me."

"We could have been a good team, Bucky," Sharon yelled back. "You would have been rich beyond belief. We could have made a fortune selling serum."

"That was never going to happen," he replied loudly. "You know that. You never should have taken Lacey and Tommy, either."

"What did you ever see in her, Bucky?" she called back. "Weak, old before her time, and a major bitch as well. We would have been great together. I would have done whatever you wanted between the sheets."

"You really don't get it, do you?" he answered. "You're poison, Sharon.  I was never interested in you." 

He could hear a cry of rage and shook his head at the arrogance of the woman.  As the sounds of her venting her frustration with angry screams continued he heard Hope in his comms piece.

"I'm right behind her Bucky," said Hope. "Peter is with me. Give the signal and I'll push her out of the chopper while Peter webs her up."

"Roger that," he said quietly. He yelled at Sharon again. "One more chance to give up, Sharon. It's over for you."

She responded by firing her gun at him until she emptied the magazine. Bucky gave the word and Hope pushed Sharon out of the helicopter so she fell on her knees. Peter wrapped her in a web before she could get up. Hope flashed to full size and together, she, Peter and Bucky looked down at Sharon as she struggled against the web.

"You think you've beaten me?" Sharon boasted. "The CIA will have me out by morning."

"They've disavowed you," said Bucky. "Three dead FBI agents was three too many, even for those vipers. Besides, you'll be in the Raft by then and even they aren't stupid enough to try and break anyone out of there." He kneeled down to her.  "It really bothered you that Steve went back for Peggy, didn't it?  You had your brief moment with him then he didn't come looking for you after you brought him the shield."

"All my life I only ever heard how wonderful Steve was," she fumed.  "Then he left me dangling in the wind."

Bucky thought of something at that moment.  "That night I took you to the doctor you were going to knock me out and put me into the machine, weren't you?"  She said nothing but she didn't have to as it was written all over her face.  He stood up and pressed his comms earpiece to speak to Sam. "How's it going over there?"

"Almost done," replied his friend. "The machine was in that room and John is tearing it apart. Clint will put some explosives on it for good measure. We're still smashing the lab up before we blow everything. About that matter you spoke to me about, he did."

"Okay, once you've blown it, return to the safe house to pick up our equipment, then we'll get a portal to the compound," ordered Bucky. "We'll deal with that matter there. Good work, Cap."

Bucky went to pick Sharon up but Peter put his hand out. "You'll stick to her," he said. "I can carry her."

As Bucky stepped back Peter easily picked Carter up and slung her easily over his shoulder. It was most undignified but both Bucky and Hope smiled broadly at the sight. They joined the others meeting at the exit to the fire escape.  Nearly every one carried either a stolen painting or sculpture that would be returned to its rightful owner.

"Dr. Strange, we're ready for a portal here," said Bucky on his comms. "If you would oblige us, please."

A portal opened on the top level of the fire escape and they all stepped through to the house. Shortly after they were joined by the warehouse team who reported the warehouse was completely destroyed and burning out of control.

"We might take out some other illegal operations in Low Town," said Sam. "It was unavoidable really. It's drawing a real good crowd, though."

"Catch on fire and people will come for miles to see you burn," said Bucky. "John Wesley said that. He formed the Methodist Church." The others looked at him strangely. "I read ... a lot."

When everyone had everything Dr. Strange opened a portal to the compound. Instead of opening it outside he opened it indoors. A crew took custody of the stolen artworks while Peter removed the web from around Carter.  She was taken by several MPs to a holding cell. Dr. Strange, Sam and Bucky all observed Walker as he walked around shaking hands with the others over the successful mission. Then he straightened up and looked at his watch casually.

"Well, Olivia will be up," he said. "If I leave now I might catch her for brunch. Thanks for inviting me on the mission, Bucky. It felt good."

"Before you go, John," said Bucky ominously. "Is there anything you want to give me?"

Walker looked at him, colouring a little then his eyes shifted. "I don't know what you mean," he replied, looking at Bucky defiantly. "What are you talking about?"

Bucky looked at Dr. Strange who put a restraining spell on Walker. Unzipping a pocket on Walker's pants Bucky pulled out three vials of serum. He frisked Walker but didn't find any more. Holding up the three vials he looked sadly at the former Captain America.

"I asked you to join us in good faith," Bucky said to him. "I thought by showing you the straight and narrow path you would understand the responsibilities that go along with being a super soldier. Being truthful to yourself is as important as being truthful to others. Tell the Contessa no one can be trusted with the serum. Thanks for your help this time but I won't ask again as you've shown you can't be counted on to stay onside."  He started to turn away then looked back at the man.  "I will still uphold my offer to defend your wife and child if it ever comes to that."

Strange released him and Walker angrily looked down at the ground before looking at everyone who now saw him with disappointed eyes. An MP came out with his belongings then escorted him off the premises. Maria approached touching Bucky gently on the arm.

"Tommy's awake and is asking for you," she said kindly. "I'll show you the medical lab."

Bucky handed the vials to Dr. Strange. "Could you please destroy these for me?" he asked.

Strange nodded and destroyed them on the spot as they disappeared with a slight puff of scattered light. Bucky followed Maria to the medical lab where Bruce Banner was sitting next to Tommy's bed. He stood up when Bucky came in, pulling him aside briefly.

"It's good you found out what they gave him," he said. "He had several injection sites but I think his high metabolism will prevent it from becoming a problem. His memories of what they did to him while under are sketchy and giving him some grief but you know what that's like."

"Thanks Bruce," said Bucky, gratefully. "Is he okay to be moved to a different location?"

Bruce nodded his agreement then gave them their privacy. Bucky sat down in the chair, gazing emotionally at his son who looked back at him, deciding whether to trust his father or not.

"I'm sorry," murmured Bucky leaning towards the frightened boy. "I got scared when I had a PTSD flashback. It made me think that I could physically hurt you and your mom. Instead of talking about it I pushed you both away and that was wrong of me. If you never want to see me again I understand."

"I'm sorry I spit on you," replied Tommy in a small voice as his lips trembled. "I was so angry at you. Uncle Terry tried to explain about PTSD but I didn't understand until now. It's when you remember bad things that have happened to you. Will I have PTSD?"

Bucky almost cried at the agonized face Tommy was showing him. He took a deep breath and steadied himself.

"Maybe," he answered. "If you do, you can talk to me about it because I will understand. They hurt you and they hurt your mom in front of you. You'll never forget that but you can learn to live with it."

Tommy nodded, then he looked at Bucky hesitantly. "Dad, can I have a hug?" he asked plaintively. "I really need you to hug me."

Without hesitation Bucky took Tommy in his arms and held him close, whispering how proud he was of him for trying to fight back. As his son cried Bucky told him it was okay to cry for as long as he wanted. They sat like that for some time until Tommy settled down and began to pull away. There were tissues in a box on a side table and Bucky pulled several out for Tommy so he could blow his nose.

"Are you going to get Mom now?" Tommy asked. "They took her memories away then sold her, Dad, like she meant nothing to them. The man who bought her knew her. He said she shouldn't have given the flash drive to the FBI. I wanted to hurt him."

"I got him and he will never get out of prison," replied Bucky. "But he had already passed your Mom on to someone else. While I came to get you the Wakandans started looking for your mom with a special squad of people who deal with those type of criminals. I have to go to them now, and help them find and rescue your Mom. When I do, I'll send her to you. If she forgives me then I'll make it right with both of you. I'll marry her, legally adopt you and we'll be a real family. That's my promise to you, Tommy."

"Alright," said the boy. "Will I be safe while you're gone?"

"I'll make arrangements for you to be safe," said Bucky. "I don't know who will take care of you yet, but they're all Avengers and you're part of the Avengers family now that I'm one."

Tommy looked at him in surprise, with bright eyes and a smile. "Really?" he asked. "You're an Avenger?"

"Yeah," smiled Bucky, feeling something warm inside at the look on his son's face. "Turns out I'm kind of good at it."

Tommy hugged him hard making Bucky feel like his heart would burst with happiness. He kissed Tommy's head then put him back on the bed and promised to see him before he left. As he left the lab he smiled at Banner in thanks, then sought out Fury who was in the same office he had been the day before.

"The other team destroyed the lab, serum, and the memory suppression machine," reported Bucky. "Tommy was rescued, Sharon Carter taken into custody and we took possession of the stolen art works she was fencing. Walker tried to take three vials of serum but Dr. Strange alerted me to the possibility and we recovered them. They've been destroyed. After I make arrangements for Tommy to be looked after I'm joining the Wakandan anti-trafficking unit to find Lacey. I also accept your offer."

Fury pushed a contract towards Bucky, with a pen. "I thought you would," he said. "You can live anywhere in the country but you're on call 24/7. We'll make it worth your while pay wise as the governments of many countries have realized that funding the team will be worth it. Full medical benefits for you and your family. $2,000,000 life insurance policy if you're killed or disabled in the line of duty. If you decide to buy a farm I can help acquire it, off the books, of course."

Bucky picked up the contract and began reading it. One of the benefits of the serum for him was his reading speed could be as fast as he needed it. When he read for pleasure he liked to savour the written word, take his time to enjoy the reading material. But when he read any type of business correspondence he could get through it quickly with 100% understanding and retention. Within a minute he had read the full contract and he picked up the pen, signing it. Then he pushed it back and stood up. Looking intently at Nick he took a breath.

"I realized that I never made amends with you," he said with feeling. "I'm sorry I shot you in 2014. I know now why Alexander Pierce ordered me to do it. You're a man of action. You give the people under your command the freedom to act independently and you back them up when they do. Not Pierce. He wanted to be in control of everything and everyone. People like Rumlow interpreted it to mean that everything was to be handled with brute force to make people submit to them in fear. I was their blunt weapon that they pointed at anyone they determined was a threat. You were definitely a threat to them. Thank you for trusting me to be an Avenger. I won't let you down. That's my pledge."

Fury stood up and offered his hand. "Like I said before," he stated, "you have a strong personal moral code. Once the HYDRA programming was dealt with I had no doubts that you would serve as well as Steve Rogers did. You were both cut from the same cloth and went through the same crucible that was World War II. When he identified who you were I knew that he could help bring you back from the personal hell you were in. Time has proven him right. Welcome to the Avengers. As for Tommy, Clint Barton has already offered to take him back to the farm. We'll make sure he gets there safely. You have my word."

Bucky shook Fury's hand then sought out Clint to confirm the offer.  He returned to Tommy to inform him, sharing some more bonding moments with his son. After another very welcome goodbye hug Bucky picked up his weapons and go bags, then met up with Yama and Nomble. Dr. Strange opened a portal for them and they stepped through to a safe house in Germany. It was early evening there and Ayo, as well as half a dozen others, were waiting, including a face from his past that gave him pause. Everett Ross, who was Deputy Task Force Commander of the Joint Counter Terrorist Centre in Berlin when Bucky was apprehended stepped forward with his hand outstretched.

"Sergeant Barnes," he said, "I'm here to help, if you'll let me. I'm sorry about what I said and thought about you in Berlin. It's obvious you aren't the Winter Soldier anymore. If you don't want me here I'll leave."

"What have you got?" asked Bucky, after a short time studying Ross' face.

Then he put his hand on Ross' shoulder and turned to the photos that were spread out on a table. He wasn't going to say no to anyone's help in finding Lacey.

Chapter 22>>

Series Masterlist

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[ymishraofficial]

Top 10 Projects for BE Electrical Engineering Students

Embarking on a Bachelor of Engineering (BE) in Electrical Engineering opens up a world of innovation and creativity. One of the best ways to apply theoretical knowledge is through practical projects that not only enhance your skills but also boost your resume. Here are the top 10 projects for BE Electrical Engineering students, designed to challenge you and showcase your talents.

1. Smart Home Automation System

Overview: Develop a system that allows users to control home appliances remotely using a smartphone app or voice commands.

Key Components:

Microcontroller (Arduino or Raspberry Pi)

Wi-Fi or Bluetooth module

Sensors (temperature, motion, light)

Learning Outcome: Understand IoT concepts and the integration of hardware and software.

2. Solar Power Generation System

Overview: Create a solar panel system that converts sunlight into electricity, suitable for powering small devices or homes.

Key Components:

Solar panels

Charge controller

Inverter

Battery storage

Learning Outcome: Gain insights into renewable energy sources and energy conversion.

3. Automated Irrigation System

Overview: Design a system that automates the watering of plants based on soil moisture levels.

Key Components:

Soil moisture sensor

Water pump

Microcontroller

Relay module

Learning Outcome: Learn about sensor integration and automation in agriculture.

4. Electric Vehicle Charging Station

Overview: Build a prototype for an electric vehicle (EV) charging station that monitors and controls charging processes.

Key Components:

Power electronics (rectifier, inverter)

Microcontroller

LCD display

Safety features (fuses, circuit breakers)

Learning Outcome: Explore the fundamentals of electric vehicles and charging technologies.

5. Gesture-Controlled Robot

Overview: Develop a robot that can be controlled using hand gestures via sensors or cameras.

Key Components:

Microcontroller (Arduino)

Motors and wheels

Ultrasonic or infrared sensors

Gesture recognition module

Learning Outcome: Understand robotics, programming, and sensor technologies.

6. Power Factor Correction System

Overview: Create a system that improves the power factor in electrical circuits to enhance efficiency.

Key Components:

Capacitors

Microcontroller

Current and voltage sensors

Relay for switching

Learning Outcome: Learn about power quality and its importance in electrical systems.

7. Wireless Power Transmission

Overview: Experiment with transmitting power wirelessly over short distances.

Key Components:

Resonant inductive coupling setup

Power source

Load (LED, small motor)

Learning Outcome: Explore concepts of electromagnetic fields and energy transfer.

8. Voice-Controlled Home Assistant

Overview: Build a home assistant that can respond to voice commands to control devices or provide information.

Key Components:

Microcontroller (Raspberry Pi preferred)

Voice recognition module

Wi-Fi module

Connected devices (lights, speakers)

Learning Outcome: Gain experience in natural language processing and AI integration.

9. Traffic Light Control System Using Microcontroller

Overview: Design a smart traffic light system that optimizes traffic flow based on real-time data.

Key Components:

Microcontroller (Arduino)

LED lights

Sensors (for vehicle detection)

Timer module

Learning Outcome: Understand traffic management systems and embedded programming.

10. Data Acquisition System

Overview: Develop a system that collects and analyzes data from various sensors (temperature, humidity, etc.).

Key Components:

Microcontroller (Arduino or Raspberry Pi)

Multiple sensors

Data logging software

Display (LCD or web interface)

Learning Outcome: Learn about data collection, processing, and analysis.

Conclusion

Engaging in these projects not only enhances your practical skills but also reinforces your theoretical knowledge. Whether you aim to develop sustainable technologies, innovate in robotics, or contribute to smart cities, these projects can serve as stepping stones in your journey as an electrical engineer. Choose a project that aligns with your interests, and don’t hesitate to seek guidance from your professors and peers. Happy engineering!

[mariacallous]

United States Customs and Border Protection plans to log every person leaving the country by vehicle by taking photos at border crossings of every passenger and matching their faces to their passports, visas, or travel documents, WIRED has learned.

The escalated documentation of travelers could be used to track how many people are self-deporting, or leave the US voluntarily, which the Trump administration is fervently encouraging to people in the country illegally.

CBP exclusively tells WIRED, in response to an inquiry to the agency, that it plans to mirror the current program it’s developing—photographing every person entering the US and match their faces with their travel documents—to the outbound lanes going to Canada and Mexico. The agency currently does not have a system that monitors people leaving the country by vehicle.

“Although we are still working on how we would handle outbound vehicle lanes, we will ultimately expand to this area,” CBP spokesperson Jessica Turner tells WIRED.

Turner could not provide a timeline on when CBP would begin monitoring people leaving the country by vehicle.

She tells WIRED that CBP currently matches photos of people coming into the country with “all documented photos, i.e., passports, visas, green cards, etc,” and adds that all “alien/non-US citizens encounter photos taken at border crossing” are stored by CBP. “The encounter photos can be used for subsequent crossings to verify identity,” Turner says. She did not specify whether CBP may integrate additional photos or data sources in the future.

When asked, Turner says it’s not currently evident that a purpose of the outbound face-matching system would be tracking self-deporations. “Not to say it won't happen in the future, though, with the way self-deportation is going,” Turner says. She later adds that the goal of an outbound system would be to “biometrically confirm departure from the US.” This differs from the purpose of tracking people coming into the US, she says, which also considers the “purpose and intent” of entering the country.

WIRED reported this week that CBP recently asked tech companies to send pitches on how they would ensure every single person entering the country by vehicle, including people two or three rows back, would be instantly photographed and matched with their travel documents. CBP has struggled to do this on its own. The results of a 152-day test of this system, which took place at the Anzalduas border crossing between Mexico and Texas, showed that the cameras captured photos of everyone in the car that met “validation requirements” for face-matching just 61 percent of the time.

Currently, neither CBP nor Immigration and Customs Enforcement have any publicly known tools for tracking self-deportations, aside from an ICE app that allows people to tell the agency when they leave the country.

Last month, ICE announced that it is paying the software company Palantir $30 million to build a tool called ImmigrationOS that would give the agency “near real-time visibility” on people self-deporting from the US, with the goal of having accurate numbers on how many people are doing so, according to a contract justification published a few days later.

When asked, CBP would not confirm or deny whether its monitoring of outbound vehicles would or could be integrated with ImmigrationOS. “CBP does not use Palantir Technologies,” Turner says. (CBP has paid for Palantir services three times, with the last payment in 2013.)

ICE has not specified where Palantir would get the data to power the ImmigrationOS. However, the agency notes that Palantir could create ImmigrationOS by configuring the case management system that the company has provided to ICE since 2014.

This case management system integrates all of the information ICE may have about a person from investigative records or government databases, according to a government privacy assessment published in 2016. At the time of the assessment, it stored information about people’s physical attributes—like hair and eye color, height and weight, and any scars or tattoos—as well as any "location-related data” from “covert tracking devices” and any data from license plate readers, which can provide a detailed travel history.

DHS noted in a 2024 report that CBP has struggled to get biometric data from people leaving the country over land—meaning, people traveling via "cars, trains, buses, bicycles, trucks, and on foot.” The report says that CBP wants to create a “biometric-based departure program” to monitor when people considered aliens leave the country, which DHS notes is required under US law.

The Trump administration is strongly encouraging self-deportation. In March, the Department of Homeland Security revoked the legal status of more than half a million people from Cuba, Haiti, Nicaragua, and Venezuela who were given temporary parole to stay in the US due to instability in their home countries. A judge temporarily blocked the move, but the government is challenging this in court.

In April, the Social Security Administration listed more than 6,000 of these people who had temporary parole as dead, as a way of effectively ending their financial lives in the US. DHS also sent emails to an unknown number of people claiming that their legal parole had been revoked and demanding them to self-deport. Then, this week, the Trump administration offered to pay people in the country illegally $1,000 for a plane ticket to self-deport.

[anzaelllc]

Why Anzael's E-catalog for your Automotive Aftermarket ?

In the automotive aftermarket industry, having the right tools to streamline your business operations is crucial. Anzael's E-Catalog offers the best online publication services to print your e-catalog, making it the most comprehensive and cost-effective electronic catalog of automotive part applications. With the market demand shifting towards a complete suite of electronic catalog packages that are easy to use and visually appealing, Anzael has created a top-of-the-line electronic catalog solution for aftermarket parts lookup.

Defined & Increased Visibility

Anzael's E-Catalog is a user-defined, cloud-based software-as-a-service offering that requires no downloads. This means that members are in full control of their aftermarket parts lookup services, allowing them to customize their experience. Users can select the home page layout, set banner and background images, assign unique color combinations, upload a company logo, and manipulate product line data. This level of customization not only makes the e-catalog unique but also increases visibility and brand recognition in the market.

Reduced Time to Market

One of the key advantages of using Anzael's E-Catalog is the automation of the process of uploading and validating data. The optimized programming codes make the process faster and smarter, while leveraging the industry standard data formats such as ACES and PIES. By converting this data into a catalog format, users can save time and reduce the investment in infrastructure. Additionally, the validation against the latest version of the AAIA database ensures accuracy in relating parts to vehicles. With mobile optimization and customizable search engine optimization metadata, Anzael's E-Catalog responds efficiently to open searches and reduces time to market.

e-Catalog Key Features

Catalog Content Management: Manage all content of the e-catalog, including company information, social media URLs, copyrights, and webpage editing.

Digital Asset Management: Import media content files like images, videos, and PDFs in bulk to the database.

Cross Reference: Search by competitors' part numbers to find similar parts and establish cross-references.

e-Catalog Features

Customizable Back office & Custom Dashboard

Search Engine Optimized

Cloud-Based Website

24/7 Service Support

Easily converts ACES & PIES into catalog format

Easy and fast search out of billions of data

Data Backup

Mobile-Friendly

Easy navigation

Anzael's E-Catalog is the ultimate solution for anyone in the automotive aftermarket industry looking to streamline their business operations, increase visibility, and reduce time to market. With its user-friendly interface, comprehensive features, and cost-effective pricing, Anzael's E-Catalog is the perfect tool to take your business to the next level.

So, why wait?

Choose Anzael's E-Catalog for your automotive aftermarket needs and experience the difference it can make for your business.