#Complex Data Processing

[businesssinfo]

In an increasingly interconnected world, technology constantly evolves to meet the demands of users seeking faster. The installation of 5G technology is one such advancement that has received widespread attention. Get help from the best Mobile App Development Company in Coimbatore & Chennai or in your locations to the finest service. Trioticz is the best mobile app development company, Website Development Company in Coimbatore, and Digital Marketing Agency in Chennai feel free to contact us for further information.

[stone-cold-groove]

Front cover: UNIVAC Defense System’s CP-890 shipboard computer brochure - 1967.

[techdriveplay]

Why Quantum Computing Will Change the Tech Landscape

The technology industry has seen significant advancements over the past few decades, but nothing quite as transformative as quantum computing promises to be. Why Quantum Computing Will Change the Tech Landscape is not just a matter of speculation; it’s grounded in the science of how we compute and the immense potential of quantum mechanics to revolutionise various sectors. As traditional…

[landunderthewave]

Watched a video about these "AI assistants" that Meta has launched with celebrity faces (Kendall Jenner, Snoop Dogg etc.). Somebody speculated/mentioned in the comments that eventually Meta wants to sell assistant apps to companies, but that makes ... no sense.

If they mean in the sense of a glorified search engine that gives you subtly wrong answers half the time and can't do math, sure - not that that's any different than the stuff that already exists (????)

But if they literally mean assistant, that's complete bogus. The bulk of an assistant's job is organizing things - getting stuff purchased, herding a bunch of hard-to-reach people into the same meeting, booking flights and rides, following up on important conversations. Yes, for some of these there's already an app that has automated the process to a degree. But if these processes were sufficiently automated, companies would already have phased out assistant positions. Sticking a well-read chat bot on top of Siri won't solve this.

If I ask my assistant to get me the best flight to New York, I don't want it to succeed 80 % of time and the rest of the time, book me a flight at 2 a.m. or send me to New York, Florida or put me on a flight that's 8 hours longer than necessary. And yes, you can probably optimize an app + chat bot for this specific task so it only fails 2 % of the time. But you cannot optimize a program to be good at everything–booking flights, booking car rentals, organizing catering, welcoming people at the front desk and basically any other request a human could think off. What you're looking for is a human brain and body. Humans can improvise, prioritize, make decisions, and, very importantly, interact freely with the material world. Developing a sufficiently advanced assistant is a pipe dream.

[neverendingford]

um not like to freak you out or anything at this hour of the night but i think about things a lot and im a bit high so im sorry if its alittle incoherent

"how much is false and how much is just animal instinct" i think all of its "animal instinct" at its core, and i guess the truthiness of it depends on what you classify as true or false.

i think morality is just a social construct to help groups cooperate and survive, same with the tendency to assimilate and fall into categories. and really there's nothing inherently wrong with constructs, theyre just our animal instincts. it's okay to fall into them i think. they are quite handy and like you said you can make your own. i think the emphasis should be more on being aware of them than breaking free of them. you're only human, i think. scritching your chin

and with entropy and meaning and all that. i think its so easy to get lost in the big picture. we don't last long in the grand scheme of things and we dont really have an inbuilt purpose besides existing. you can make your own purpose(s) if you want. but like just on its own you exist and thats pretty cool. you're the only one that will get to live your life. you will get to experience emotions and get a peak into the wide breadth of things that exist. i think all that's pretty awesome and reason enough to be alive. it's really grounding (for me at least) to just remember how cool and rare it is for me to exist and get to experience so many things.

Shit.. yeah you're right it's all animal instinct huh. outside of conspiracy shit like aliens and divine revelation, everything we're working with is stuff we've developed ourselves (and like.. our interactions with other animals on the planet). it's a very "Hypocrite that you are, for you trust the chemicals in your brain to tell you they are chemicals." situation. all that we are is derived from our existence.

guess I was too baked into the false dichotomy of mind/body, where really it's all just body and extrapolations from it.

I think that's actually a pretty relaxing thought though. it absolves any existential duty to some sort of "higher cause" and simply lets me exist in a neutral state.

yeahh, it's so easy to lose myself in the big picture. like when people see pictures of space and get scared because they're so small in comparison. the urge to find an answer to all my questions right now. it's both comforting and frustrating to know that people have been doing this for as long as we can remember. digging deeper and deeper hoping to find hell. building higher and higher hoping to find heaven. and all that's left is the things we've built. monuments to nothing else but our own efforts to make sense of things.

data is neutral until it gets interpreted, right? knowing that I'm small in comparison to other things isn't anything until I feel something about it. whether I feel scared and hopeless in the face of the enormity, or if I feel excited because of the chance I get to live whatever short tiny life I have. it's all still a framework I've constructed around the information. it's all input -> processing -> output. and that's infuriating because recognizing that you're interpreting data skews that interpretation. that thing where quantum particles are disturbed by the very act of observation. being self aware enough to be resistant to common therapy approaches. recognizing the mechanism fucks with the mechanism.

[marcamor123]

Corporate Strategy Consulting | Marcamor

In today's volatile, competitive landscape, companies require more than just reactive approaches; they need smart corporate strategy consulting to navigate economic shifts, technological advancements, and shifting consumer needs. Marcamor partners with businesses to formulate and enact comprehensive corporate strategies designed for long-term value and stability. This text highlights how our experts collaborate with you to align your company’s vision with actionable plans that yield tangible outcomes.

1) What is Corporate Strategy Consulting and Its Distinctions?

Corporate Strategy Consulting concentrates on the high-level strategic choices that mold a company's overall direction in Corporate Strategy Consulting. Unlike functional or business-unit strategies, corporate strategy explores portfolio management, diversification, mergers & acquisitions, resource allocation, and governance frameworks. At Marcamor, we don't offer pre-made solutions. Instead, we deeply analyze your company's assets, market context, and leadership aims to craft bespoke strategies that maximize value creation across all business units and markets.

2) How to Select the Appropriate Corporate Strategy Consultant?

Choosing a corporate strategy consultant can be challenging due to the many firms claiming expertise. Marcamor differentiates itself by integrating in-depth industry insights, strong data analysis, and cross-sector learnings into our advisory process. We assess consultants based on proven frameworks, relevant case studies, and collaborative work styles. Our partnership model ensures your leadership team is well-equipped to convert strategic plans into decisive actions, with openness and accountability.

3) Industry-Specific Corporate Strategies

Every industry faces distinct strategic challenges, from managing regulatory complexity and technological innovation to navigating global competition. Marcamor designs corporate strategies that directly address these unique issues. For example, a manufacturing conglomerate might focus on supply chain diversification and vertical integration, whereas a financial services firm might prioritize digital transformation and customer-centric strategies. Our tailored approach ensures your corporate strategy fits your sector's realities and your organization's goals.

4) Tools, Frameworks, and Best Practices for Corporate Strategy

Effective corporate strategy requires structured methodologies and analytical rigor. Marcamor uses well-established frameworks like the Ansoff Matrix, Porter's Five Forces, and the McKinsey 7S model, coupled with advanced scenario planning and data-driven forecasting. These tools help us assess risks, identify growth opportunities, and refine portfolio balance. Our approach combines flexibility with disciplined execution to keep strategies relevant in a rapidly changing environment.

5) Real-World Successes: Corporate Strategy with Marcamor

Our impact is best illustrated through concrete outcomes. We have guided multinational corporations through successful mergers, facilitated portfolio restructuring for sustained profitability, and aided in diversifying family-owned businesses into new markets. Typical results include 25-35% growth in shareholder value, streamlined organizational structures, and accelerated innovation pipelines. Each success story emphasizes Marcamor’s dedication to strategic excellence and collaboration.

Conclusion:

we believe corporate strategy consulting is about more than just plans; it's about driving meaningful transformation in Marcamor,. We empower leaders to anticipate market changes, optimize resource allocation, and build lasting competitive advantages. With our expert guidance, your organization can confidently navigate complexity and achieve sustainable success.

For More Info : Contact Us

[cloud9technologies2]

Benefits of Implementing ERP Software for Engineering Firms

The engineering industry is one of the biggest industries in the world, and it plays an important role in growing the economy as well. The engineering sector is growing day by day and is highly competitive. Hence, efficiency, accuracy, and streamlined operations are crucial for success in this sector. Businesses face several challenges in this sector, like the complexities of a project, resource management, and deadline restrictions. ERP software for engineering firms is the best way to overcome all of these challenges as it integrates and automates business processes.

Here is the list of top benefits of utilizing ERP systems for the engineering industry:

1. Project Management:

The projects in engineering sectors have a detailed documentation process, different teams, and complicated workflows. ERP system for engineering firms help in various ways, like centralizing project data, enabling limitless collaboration, and getting real-time updates. Because of this software, every team member has all the updates, which in turn reduces miscommunication and delays in the project.

2. Resource Management:

For all engineering projects, it is essential to allocate all resources carefully, like equipment, materials, and labor. With the utilization of ERP software, the monitoring of resources can be performed easily. It helps in checking resource availability, optimizing usage, and forecasting requirements. This ultimately results in improving cost efficiency.

3. Quality Management:

Ensures engineering projects meet industry standards and regulations.

Quality Control: Offers tools for monitoring and managing the quality of materials, processes, and completed projects.

4. Data Management:

Using ERP software, engineering firms can make sure that they can get a unified database to eliminate data silos and ensure consistency through all departments. A centralized data management system is beneficial for decision-making as well it provides critical information when required.

5. Time and Budget Management:

When the whole system gets automated with ERP software, it reduces time and cost on repetitive tasks like data entry, procurement, and inventory management. The utilization of ERP systems in engineering firms helps in reducing manual errors and improving productivity. Hence, the firms can focus on other important things like innovation and project execution.

6. Client Relationship Management:

Most ERP systems include customer relationship management tools that are very helpful in managing client interactions. This tool allows the firm to track communication history, project milestones, and client preferences. Because of this feature, firms can improve customer satisfaction and build long-term relationships.

7. Scalability and Flexibility

ERP solutions may scale with the company as it grows, allowing for more projects, clients, and resources. Customization: ERP solutions can typically be tailored to an engineering firm’s specific demands and operations.

8. Financial Management

Accounting combines financial accounting with project management to provide a complete picture of the company’s financial health. Reporting: Creates detailed financial reports, such as profit and loss statements, balance sheets, and cash flow statements.

How PMTRACK ERP Helps:

Managing development processes, monitoring complex projects, and ensuring seamless collaboration across divisions are becoming increasingly important for company success. Engineering organizations in Pune, India, and around the world have distinct issues in successfully managing their operations.

Implementing a bespoke Enterprise Resource Planning (ERP) solution provides transformative benefits by streamlining processes, improving project management, and ultimately generating profitability.

For businesses considering ERP adoption, selecting the correct ERP software vendor is critical. PMTRACK ERP, a reputable ERP solution provider in Pune, India, specializes in engineering ERP systems tailored to the demands of engineering and manufacturing companies.

ERP software is used to connect project management with financial accounting, inventory control, and procurement procedures. This integration gives project managers real-time information about project costs, resource availability, and schedules, resulting in better-informed decisions and more effective project execution.

Engineering firms that use an ERP system can improve operational efficiency, reduce costs, improve project delivery, and ultimately boost client satisfaction and profitability.

Summary:

ERP software provides several advantages to engineering firms in Pune, India, ranging from better project management and financial control to higher client satisfaction and scalability. Engineering organizations can employ a comprehensive ERP solution to improve operations, decrease inefficiencies, and drive long-term growth.

PMTRACK ERP, one of the leading ERP solution providers in Pune, India, provides comprehensive, industry-specific ERP solutions that are suitable for engineering organizations’ unique requirements. Firms that collaborate with an experienced engineering ERP software company in India receive a trusted partner in negotiating the complexity of their business, setting them up for success in an increasingly competitive landscape.

[meelsport]

AI Capabilities Today: What Machines Can and Can't Do in 2024

Introduction  As someone who loves technology, I have been amazed by how artificial intelligence (AI) has grown. I remember chatting with a computer program that wanted to talk to a person – it was like being in a sci-fi movie! Today, AI is everywhere, from helpers on our phones to the systems that show us what to see on social media. It is important to know what these systems can and cannot do.…

[businesssinfo]

Impact Of 5G Technology On Mobile App Development

Introduction

In an increasingly interconnected world, technology constantly evolves to meet the demands of users seeking faster. The installation of 5G technology is one such advancement that has received widespread attention. As 5G networks spread across the whole world, the impact of this revolutionary technology on many different industries cannot be overplayed. Mobile app development is one crucial area that stands to benefit. In this blog, we will look at the different impacts of 5G on mobile app development.

Lightning-Fast Speeds and Reduced Latency  

5G offers incredibly fast speeds (up to 10 gigabits per second) and super low delay (1 millisecond). This means apps like video streaming, online gaming, augmented reality AR, and virtual reality VR can be much more awesome and realistic.

Empowering Augmented Reality and Virtual Reality

Augmented reality AR and Virtual Reality VR have long been touted as transformative technologies, promising to bridge the gap between the physical and digital worlds.

5G makes augmented reality AR and virtual reality VR awesome by giving them the speed and responsiveness they need. This means no more delays or glitches. With 5G, you can enjoy cool things like interactive shopping, virtual tourism, and better teamwork from afar.

Enhanced IoT Integration

The Internet of Things (IoT) has been steadily gaining traction, enabling a number of interconnected devices to communicate and collaborate. 5G’s ability to handle a massive number of connections per unit area is a game-changer for IoT-based mobile app development. Smart homes, wearable devices, industrial automation, and smart cities are just a few areas that will benefit from seamless connectivity and real-time data exchange facilitated by 5G.

Complex Data Processing and Edge Computing

5G helps apps process data faster through edge computing. This is particularly valuable for applications that require rapid decision-making, such as autonomous vehicles, industrial automation, and remote medical procedures. Apps can run smoothly even in tough situations by using 5G and edge computing.

New Avenues for Content Delivery

The advent of 5G brings forth new possibilities for content delivery and consumption. High-quality video streaming, immersive live events, and real-time content sharing will become more accessible and engaging. Mobile app developers can explore innovative ways to leverage 5G’s capabilities for interactive storytelling, live streaming, and personalized content delivery. This not only enhances user experiences but also opens up monetization opportunities for app developers and content creators.

Get help from the best Mobile App Development Company in Coimbatore & Chennai or in your locations to get a crystal clear explanation and for your technology needs.

Challenges and Considerations

Different Types of Networks

5G technology is spreading out over different types of frequencies, which might create a split in the network. Developers need to make sure their apps work well on all the different 5G frequencies, so people everywhere can have the same good experience.

Using More Data

Since things will work faster and smoother with 5G, people might use apps more and for a longer time. This could use up more data. Developers have to make sure their apps use as little data as possible but still give people a good experience.

Making Apps Work on Different Devices

Not all gadgets can connect using 5G right now. Developers need to think about making their apps work on older networks like 4G and 3G too. That way, more people can enjoy their apps.

Keeping Things Safe

Since 5G lets lots of devices and apps link up, there could be more chances for bad things to happen, like hackers getting in. Developers need to make sure their apps are super safe, so people’s info stays protected and everyone keeps trusting the apps.

choose the finest company to build the best mobile app for your businesses and be sure to make it reach every corner with the help of the best Digital Marketing Services Coimbatore or in your locations.

Conclusion

The arrival of 5G technology marks a big step forward in how mobile apps are made. With its super-fast speeds, shorter delays, and ability to handle lots of devices at once, 5G brings in a new era of exciting ideas. Mobile app creators now have a special chance to make apps that are more engaging, quick to respond, and full of cool features.

Trioticz is the best solution for all your expectations in this transformative world we are well known for being the best mobile app development company, Web Development Company in Chennai, and Digital Marketing Agency in Coimbatore feel free to contact us for further information.

[stone-cold-groove]

A page from UNIVAC Defense System’s CP-890 shipboard computer brochure - 1967.

[allaboutnuance]

AI: How Deep Learning is Changing the World

AI: Revolutionizing Industries with Deep Learning

AI: How Deep Learning Transforms Various Sectors

AI: How Deep Learning is Changing the World

In this video, you will learn how deep learning, a subset of artificial intelligence, has enhanced AI’s capabilities to understand complex patterns and make accurate predictions. You will see how deep learning has led to breakthroughs in natural language processing, computer vision, and more.

You will also discover how AI is being applied across various industries, revolutionizing processes and decision making. You will see examples of how AI can help diagnose diseases, recommend treatment, and monitor patients in healthcare.

If you want to learn more about how AI and deep learning are transforming the world, watch this video and subscribe to our channel. Don’t forget to hit the like button and share your thoughts in the comments section.

#breakthroughs , #accurate-predictions , #decision-making , #deep-learning , #finance , #diagnose-diseases , #detect-fraud , #process , #getmunch , #moresubscribers2024 , #moreviews2024 , #growyourchannel , #vidIQ

"Deep learning has revolutionized AI, enabling it to process complex data and make accurate predictions in areas like healthcare and finance. #AI #DeepLearning #Revolution" #getmunch

Links: Troupe Enterprises Inc.: Home - Troupe Enterprises Inc. (troupeenterpriseinc.com)

Book a Free 15 Min call https://troupeenterpriseinc.com/book-online

Book Online - Troupe Enterprises Inc. (troupeenterpriseinc.com)

Podia Course:Startup Pioneer's (podia.com)

Teachable Course 

WordPress Blog: 

All About Nuance – I make How to/Tutorials videos about business systems, mindset, and self-publishing. Helping others build their dream businesses and teaching about the Pitfalls of entrepreneurship. Because I believe I can save you time, money stress, and Aggravation on your entrepreneurial journey. (wordpress.com)

https://allaboutnuance.wordpress.com/2023/12/09/unlock-your-financial-freedom-monetize-your-mind/

Facebook: https://www.facebook.com/TroupeEnterprisesInc?mibextid=ZbWKwL

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https://instagram.com/troupeenterprises2023?igshid=MzMyNGUyNmU2YQ==

Ticktok: 

@systemslt

Twitter/X:

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Linkedin:

https://www.linkedin.com/company/troupe-enterprises-inc/

You can purchase them on Amazon at the 6 links also.

Creating your own light:

https://www.amazon.com/dp/B09SFMKVV3?ref_=pe_3052080_397514860

Systems, Process, Policies' and Procedures:

https://www.amazon.com/BUSINESS-SYSTEMS-PROCESSES-POLICIES-PROCEDURES-ebook/dp/B0C5SM32L9/ref=sr_1_2?crid=1ZKONDTJ4XJ6J&keywords=levie+troupe&qid=1701752429&s=books&sprefix=levie+troupe%2Cstripbooks%2C96&sr=1-2

Branding Consistency:

https://www.amazon.com/BRANDING-CONSISTENCY-ESTABLISHING-CONSISTENT-MARKETING-ebook/dp/B0C7CZWVG2/ref=sr_1_3?crid=1ZKONDTJ4XJ6J&keywords=levie+troupe&qid=1701752429&s=books&sprefix=levie+troupe%2Cstripbooks%2C96&sr=1-3

[technofeudalism]

on today's episode of "i only pay attention and pretend that i give two shits about the sanctity of human rights when there's a freaking Cheeto in the white house"

“While the administration should be lauded for its efforts to provide children and families access to the court system, its failure to ensure legal representation has produced a massive due process crisis,” said Talia Inlender, Deputy Director of the Center for Immigration Law and Policy (CILP) at the UCLA School of Law. “It should be obvious that immigration court proceedings are far too complex for children to navigate without legal representation, especially when the consequences are so dire. The Biden administration must take swift action to ensure legal representation for all children in immigration court.”

The report’s key findings include:

In a five-month period in FY 2022 alone, almost one third of immigration court cases initiated by the Biden administration–more than 80,000 in all–were against children, over 30,000 of whom were under the age of 5, according to the Transactional Records Access Clearinghouse (TRAC).

Studies show that unrepresented unaccompanied children are at least five times more likely to be ordered removed than children with access to counsel. 

By the government’s own account, 44% of unaccompanied children and 51% of families on the Dedicated Docket lack legal representation.

The vast majority of removal orders entered against children are for failure to appear: Approximately 72% of removal orders against families on the Los Angeles and Boston Dedicated Dockets were issued in absentia, with over 48% against children, many under the age of six. Worse yet, 86% of removal orders issued against unaccompanied children were for failure to appear.

Immigration courts under the Biden administration ordered more than 13,000 unaccompanied children removed in absentia between Fiscal Years 2022 and 2023.

The report details how the Biden administration’s treatment of children in immigration court is unlawful, and calls on the Biden administration to: prohibit in absentia removal orders against unrepresented children; terminate the Dedicated Docket; and ensure legal representation for all unrepresented children in removal proceedings.

In handwritten cursive, a Russian immigrant named Marina wrote out the story of the day U.S. Customs and Border Protection agents took away her 1-year-old baby while she was being held in a detention facility in southern California. “I cried and begged, kneeling, not to do this, that this was a mistake, not justice and not right,” she wrote. “She was so little that no one knew anything about her. I was very afraid for her and still am!” This didn’t happen during the Trump administration, which separated more than 4,000 migrant children from their families under its controversial “zero tolerance” policy. Marina was separated from her baby in April of this year. The 40-year-old former restaurant manager came to the U.S.-Mexico border with her husband, mother-in-law and child to seek asylum. More than eight months later, she and her mother-in-law remain in federal immigration custody in Louisiana. Her husband is detained at a different Louisiana immigration facility. And Aleksandra is over a thousand miles away, being cared for by strangers in foster care in California. Aleksandra is one of around 300 children the Biden administration has separated from their parents or legal guardians this year, according to two government sources who asked not to be identified because they hadn’t been authorized to speak about the separations. Most of the cases involved families crossing the southwestern border, the sources said. These numbers haven’t previously been reported. Similarly, 298 children were separated from their parents in 2023, according to a government report to Congress published on Tuesday, even as overall migrant crossings have declined. According to the report, the average amount of time children separated between April 2018 and October 2024 have spent in federal custody before being released to a sponsor is 75 days.

Biden responds to Bernie Sanders' immigration plan: "We shouldn't abolish ICE. We should reform the system. ICE is not the problem. The policies behind ICE are the problem, and that's easy enough to fix if the President knows what he or she is doing."

unfortunately Joe never got around to fixing the Gestapo agency but he tried his gosh darndest and he isn't Drumpf so i guess the pride in being an American was still secure at that point for most liberals. i'm sure that when the next charlatan says the same thing that they'll retain this energy, right? right??

[mariacallous]

You, US Citizen, have the right to know what your government is doing (including DOGE - formerly known as the US Digital Service and which surprise! isn't listed as one of the agencies on FOIA.gov but the USDS website can still be accessed here: https://www.usds.gov/contact-us)

If the information you want is not publicly available, you can submit a FOIA request to the agency’s FOIA Office.  The request simply must be in writing and reasonably describe the records you seek.  Most federal agencies now accept FOIA requests electronically, including by web form, e-mail or fax.  See the list of federal agencies for details about how to make a request to each agency and any specific requirements for seeking certain records.

Is there a special form I have to use to make a FOIA request?

There is no specific form that must be used to make a request.

What can I ask for under the FOIA?

A FOIA request can be made for any agency record. You can also specify the format in which you wish to receive the records (for example, printed or electronic form). The FOIA does not require agencies to create new records or to conduct research, analyze data, or answer questions when responding to requests.

How long will it take before I get a response?

Agencies typically process requests in the order of receipt. The time it takes to respond to a request will vary depending on the complexity of the request and any backlog of requests already pending at the agency. A simple request can be processed faster by the agency than one that is complex. Simple requests are typically more targeted and seek fewer pages of records. Complex requests typically seek a high volume of material or require additional steps to process such as the need to search for records in multiple locations. The agency’s FOIA Requester Service Center is available to assist you with any questions about the status of your request or any steps you can take to receive a quicker response.

CREW and CLC are focusing on DOGE and transparency, and maybe you should check out what they have to say and what they're doing.

[creepyscritches]

I read your post about open enrollment for the ACA and was hoping you might expand on why you believe it would take years to dismantle. I've been terrified that with a Republican house/senate, Trump could just snap his fingers and make it go away within months of taking office. I'd love some reassurance that that's not possible.

Hiya, sure I can share some thoughts on the matter! First, it's very important to understand the ACA is a huuuuuuuuuuuuge system with subject matter experts in dozens of places throughout the process. I'm one of those SMEs, but I am at the end of the process where the revenue is generated, so my insight is limited on the public facing pieces.

What this means is that I am professionally embedded in the ACA in a position that exists purely to show what conditions people are treated for and then generate that data into what's called a "risk score". There's about 6 pages I could write on it, but the takeaway is that the ACA is

1) intricately interwoven with the federal government

2) increasingly profitable, sustainable, and growing (it is STILL a for-profit system if you can believe it)

3) wholeheartedly invested in by the largest insurance companies in the country LARGELY due to the fact that they finally learned the rules of how to make the ACA a thriving center of business

4) since the big issuers are arm+leg invested in the ACA, there is a lot of resistance politically and on an industry level to leave it behind (think of the lobbyists, politicians, corporations that will fight tooth and nail to protect their profit + investment)

The process to calculate a risk score takes roughly 2 years. There is an audit for the concurrent year and then a vigorous retro audit for the prev year - - this is a rolling cycle every year. Medicare has a similar process. These are RVP + RADV audits if you would like the jargon.

Eliminating the ACA abruptly is as internally laughable as us finishing the RADV audit ahead of schedule. If Trump were to blow the ACA into smithereens on day 1, he would be drowning in issuer complaints and an economic health sector that is essentially bleeding out. You cut off the RVP early? We have half of next RADV stuck in the gears now. You cut off the RADV early? No issuer will get their "risk adjusted" payments for services rendered in the prev benefit year (to an extent, again very complex multi-process system).

The ACA is GREAT for the public and should be defended on that basis alone. However, the inner capitalistic nature of the ACA is a powerful armor that has conservatives + liberals defending it on a basis of capital + market growth. It's not sexy, but it makes too much money consistently for the system to be easily dismantled.

Or at least that's what I can tell you from the money center of the ACA. they don't bring us up in political conversation because we are confusing to seasoned professionals, boring to industry outsiders, and consistently we are anathema to the anti-ACA talking points.

I am already preparing for next year's RVP for this window of open enrollment. That RVP process will feed into the RADV in 2026. In 2025, we begin the RADV for 2024. If nothing else, the slow fucking gears of CMS will keep the ACA alive until we finish our work at the end of the process. I highly doubt that will be the only reason the ACA is safeguarded, but it is a powerful type of support to pair with people protecting the ACA for other reasons.

I work every day to show, defend, and educate on how many diagnoses are managed thru my company's ACA plans. My specialty is cancer and I see a lot of it. The revenue drive comes from the Medical Loss Ratio (MLR) rule stating only 20% MAX of profit may go to the issuer + the 80% at a minimum must go back to the customer or be invested in expanding benefits. The more people on the plan using it, the higher that 20% becomes for the issuer and the more impactful that 80% becomes for the next year of benefit growth. It is remarkably profitable once issuers stop seeking out "healthy populations". The ACA is a functional method for issuers to tap into a stable customer base (sick/chronic ill customers) that turns a profit, grows, and builds strong consumer bases in each state.

The industry can never walk away from this overnight - - this is the preferred investment for many big players. Changing the direction of those businesses will be a monumental effort that takes years (at least 2 with the audits). In the meantime, you still have benefits, you still have care, and you still have reason to sign up. Let us deal with the bureaucracy bullshit, go get your care and know you have benefits thru 2025 and we will be working to keep it that way for 2026 and forward. This is a wing of the federal government, it is not a jenga tower like Trump wishes.

[reasonsforhope]

"When Ellen Kaphamtengo felt a sharp pain in her lower abdomen, she thought she might be in labour. It was the ninth month of her first pregnancy and she wasn’t taking any chances. With the help of her mother, the 18-year-old climbed on to a motorcycle taxi and rushed to a hospital in Malawi’s capital, Lilongwe, a 20-minute ride away.

At the Area 25 health centre, they told her it was a false alarm and took her to the maternity ward. But things escalated quickly when a routine ultrasound revealed that her baby was much smaller than expected for her pregnancy stage, which can cause asphyxia – a condition that limits blood flow and oxygen to the baby.

In Malawi, about 19 out of 1,000 babies die during delivery or in the first month of life. Birth asphyxia is a leading cause of neonatal mortality in the country, and can mean newborns suffering brain damage, with long-term effects including developmental delays and cerebral palsy.

Doctors reclassified Kaphamtengo, who had been anticipating a normal delivery, as a high-risk patient. Using AI-enabled foetal monitoring software, further testing found that the baby’s heart rate was dropping. A stress test showed that the baby would not survive labour.

The hospital’s head of maternal care, Chikondi Chiweza, knew she had less than 30 minutes to deliver Kaphamtengo’s baby by caesarean section. Having delivered thousands of babies at some of the busiest public hospitals in the city, she was familiar with how quickly a baby’s odds of survival can change during labour.

Chiweza, who delivered Kaphamtengo’s baby in good health, says the foetal monitoring programme has been a gamechanger for deliveries at the hospital.

“[In Kaphamtengo’s case], we would have only discovered what we did either later on, or with the baby as a stillbirth,” she says.

The software, donated by the childbirth safety technology company PeriGen through a partnership with Malawi’s health ministry and Texas children’s hospital, tracks the baby’s vital signs during labour, giving clinicians early warning of any abnormalities. Since they began using it three years ago, the number of stillbirths and neonatal deaths at the centre has fallen by 82%. It is the only hospital in the country using the technology.

“The time around delivery is the most dangerous for mother and baby,” says Jeffrey Wilkinson, an obstetrician with Texas children’s hospital, who is leading the programme. “You can prevent most deaths by making sure the baby is safe during the delivery process.”

The AI monitoring system needs less time, equipment and fewer skilled staff than traditional foetal monitoring methods, which is critical in hospitals in low-income countries such as Malawi, which face severe shortages of health workers. Regular foetal observation often relies on doctors performing periodic checks, meaning that critical information can be missed during intervals, while AI-supported programs do continuous, real-time monitoring. Traditional checks also require physicians to interpret raw data from various devices, which can be time consuming and subject to error.

Area 25’s maternity ward handles about 8,000 deliveries a year with a team of around 80 midwives and doctors. While only about 10% are trained to perform traditional electronic monitoring, most can use the AI software to detect anomalies, so doctors are aware of any riskier or more complex births. Hospital staff also say that using AI has standardised important aspects of maternity care at the clinic, such as interpretations on foetal wellbeing and decisions on when to intervene.

Kaphamtengo, who is excited to be a new mother, believes the doctor’s interventions may have saved her baby’s life. “They were able to discover that my baby was distressed early enough to act,” she says, holding her son, Justice.

Doctors at the hospital hope to see the technology introduced in other hospitals in Malawi, and across Africa.

“AI technology is being used in many fields, and saving babies’ lives should not be an exception,” says Chiweza. “It can really bridge the gap in the quality of care that underserved populations can access.”"

-via The Guardian, December 6, 2024