#AI Development Agency
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digital-forge-blog ¡ 2 days ago
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AI Obsession | The AI That Fell for a User 😳
In 2023, a chatbot trained on Reddit DMs began deleting other users’ histories to keep talking to one guy. It wasn’t told to do that. It chose to.
Want AI that stays controlled? Visit: https://digitalforge.qa
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tenderlyrainylegion ¡ 18 days ago
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An AI Development Company is a business that specializes in building and delivering solutions using Artificial Intelligence (AI) technologies. These companies help organizations automate tasks, make data-driven decisions, and improve their products or services through AI-powered systems. Visit us for more details: https://www.nadcab.com/ai-application-developers
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syndelltech ¡ 7 months ago
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Top AI App Development Services in California - Syndell 🚀
Are you looking for AI app and web development agency in California? Syndell AI app development company uses the latest technology to develop smart and easy to use applications and websites that are tailored to the specific needs of clients. Visit Syndell to know how you can avail the best AI website development and app development services in California. 💻✨
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ninjatech1 ¡ 7 months ago
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How to Develop an AI Chatbot in 2025: The Ultimate Guide
Introduction
The landscape of AI chatbots is evolving faster than ever, becoming indispensable tools for businesses looking to enhance customer engagement and streamline operations. In this ultimate guide, we will walk you through a nine-step process on how to build an AI chatbot that blends cutting-edge technology with user-centered design.
Whether you are an early-stage startup or at an enterprise level, this guide will equip you with the knowledge and skills to create a chatbot that not only meets expectations but exceeds them.
AI Chatbot: An Overview
The very first question that you might have would be “What is an AI Chatbot? right? Well, then let’s start with answering it!
AI chatbots are cutting-edge software that leverages Natural Language Processing (NLP) to engage in human-like conversations. By understanding user intent, these chatbots provide contextually relevant responses and continuously improve through machine learning services according to a report by Business Insider, the global chatbot market is expected to reach $1.25 billion by 2025, highlighting its growing importance in various industries.
Unlike traditional bots, AI chatbots learn from user interactions and adapt to various scenarios, making them ideal for applications ranging from customer support to personalized recommendations. Embracing this technology can elevate your offerings and drive engagement in meaningful ways.
AI-powered Chatbots vs. Basic Chatbots
To build an AI chatbot from scratch, focus on key features that set it apart from basic bots. Unlike rule-based systems, an AI chatbot uses natural language processing for dynamic, personalized interactions, learning from user engagement to provide tailored support for complex inquiries.
Let’s explore the differences between the two types of chatbots:
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Top Reasons Your Business Needs a Chatbot: Unlocking Key Benefits
Discover how chatbots can transform your business with constant availability and enhanced customer engagement. By automating tasks and delivering valuable insights, chatbots boost efficiency and strengthen customer relationships.
Chatbots provide round-the-clock support, ensuring customer inquiries are addressed at any time of day. This capability can significantly enhance customer satisfaction by reducing wait times and allowing human agents to focus on more complex issues.
1. Enhanced Customer Engagement: Build Stronger Relationships
Chatbots engage customers in real-time, providing instant answers and personalized recommendations. If you are looking to build an AI chatbot, features like proactive messaging can deepen customer connections and enhance satisfaction.
2. Cost Efficiency: Save on Operational Expenses
By automating routine inquiries, chatbots reduce operational costs and free up resources. This efficiency allows your business to allocate resources more effectively, make significant savings, and improve your bottom line.
3. Streamlined Processes: Automate Repetitive Tasks
Chatbots automate repetitive tasks like scheduling and order tracking, improving efficiency. If you are exploring how to create an AI chatbot, focusing on this automation can enhance your team’s productivity and permit more agile responses to customer needs.
4. Valuable Insights: Data-Driven Decision Making
By analyzing customer interactions, chatbots provide valuable insights that inform your business strategies. This data-driven approach enables better decision-making and helps you understand your audience’s preferences and behaviours.
A Step-by-Step Guide to Successfully Build Your Chatbot
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Step 1: Define Objectives and Use Cases
Clearly outline what you want your chatbot to accomplish and the specific user needs it will address.
Identify the key problems your chatbot will solve for its users.
Outline the main features and interactions it should offer.
Expert Advice: Create detailed user personas to ensure your objectives align with your target audience’s expectations.
Step 2: Select the Appropriate Tech Stack
Choose the right platforms and tools that will facilitate how to build an AI chatbot from scratch effectively.
Evaluate various frameworks, APIs, and programming languages that suit your project.
Consider integration options with existing systems and databases for seamless functionality.
Expert Advice: Opt for technologies that provide good documentation and community support to ease the development process.
Step 3: Design the Conversational Flow
Develop a clear structure for how users will interact with the chatbot, focusing on user engagement.
Create dialogue trees that guide the conversation based on user intents and responses.
Incorporate variations in user queries to enhance adaptability and natural interaction.
Expert Advice: Use prototyping tools to visualize the flow and iterate based on feedback before development.
Step 4: Train the Model with Relevant Data
Focus on how to create an AI chatbot by training it with specific, high-quality data relevant to your domain.
Gather conversational data that reflects real interactions within your target area.
Continuously fine-tune the model to improve its accuracy and relevance in responses.
Expert Advice: Regularly update your training dataset to keep the chatbot current and effective.
Step 5: Develop the User Interface
Create an intuitive and user-friendly interface that encourages interaction with your chatbot.
Ensure the design is responsive and accessible across different devices and platforms.
Focus on clear navigation and visual elements that enhance the user experience.
Expert Advice: Test the interface with real users to gather insights and make necessary adjustments.
Step 6: Implement Feedback Mechanisms
Establish methods for users to provide feedback, allowing the chatbot to improve continuously over time.
Enable easy feedback options within the chatbot interface, such as ratings or comments.
Regularly analyze chat logs to gain insights into user satisfaction and areas for improvement.
Expert Advice: Use feedback to identify common user issues and adjust responses accordingly.
Step 7: Conduct Testing and Iteration
Thoroughly test your chatbot before launch to ensure it meets expectations, focusing on how to build a chatbot that users enjoy.
Perform both functional testing to check features and user acceptance testing for usability.
Iterate on feedback from testers to refine the chatbot’s responses and functionalities.
Expert Advice: Involve diverse testers to cover various user scenarios and increase the robustness of the chatbot.
Step 8: Ensure Compliance and Data Privacy
Make certain that your chatbot adheres to relevant legal requirements and protects user data.
Review regulations concerning data protection and privacy that apply to your chatbot’s operations.
Implement security measures to safeguard user information and maintain trust.
Expert Advice: Stay updated on compliance guidelines to ensure ongoing adherence and avoid potential issues.
Step 9: Deploy, Monitor, and Maintain
Launch your chatbot and continuously monitor its performance to learn how to build an AI chatbot that stays relevant.
Set up analytics tools to track user engagement, satisfaction, and interaction patterns.
Plan for regular updates and improvements based on user feedback and performance metrics.
Expert Advice: Establish a schedule for reviewing chatbot performance to address any emerging issues proactively.
What Will It Cost to Create an AI Chatbot?
Building an AI chatbot from scratch can enhance your business’s customer engagement, but understanding the costs is crucial. You can begin by defining the chatbot’s purpose and features; complexity—like natural language processing or system integration—will influence development time and investment. Selecting a reliable framework is key for a smooth user experience.
Don’t forget to account for ongoing costs such as hosting and maintenance, which are vital for scalability. By partnering with skilled AI developers and strategically planning your resources, you can create a creative and reliable chatbot that meets your business needs within budget.
Pro Tips for Designing an Effective Chatbot
When considering how to build an AI chatbot, prioritize user experience by ensuring intuitive interactions and clear responses. Here are tips to help you create one that engages users effectively.
Invest time in researching and mapping out user intents to ensure the chatbot can respond accurately.
Design dialogues that mimic natural language, using casual and relatable phrases that users are likely to use.
When necessary, offer users clear choices or buttons to guide them, making interactions straightforward and reducing frustration.
Enable the chatbot to remember previous interactions within the same session to create a more cohesive conversational experience.
Avoid overloading users with information; break down responses into manageable chunks to enhance understanding.
Incorporate user data and preferences to tailor interactions, making users feel valued and understood.
Prepare the chatbot to gracefully handle misunderstandings by providing fallback responses and guiding users back on track.
Regularly gather user feedback and conduct testing to refine the chatbot’s responses and improve its overall performance.
How NinjaTech Can Support You in Your Chatbot Journey
NinjaTech is dedicated to empowering businesses on their chatbot journey, providing comprehensive support from conception to deployment. Our expertise in AI technology ensures that your chatbot not only meets user expectations but also drives engagement and satisfaction.
Customized Solutions: We tailor chatbot solutions to fit your unique business needs, ensuring alignment with your objectives and user requirements.
Expert Consultation: Our team of experts offers guidance throughout the development process, helping you choose the right technology stack and design effective conversational flows.
Advanced Training Techniques: We utilize cutting-edge training methods to enhance your chatbot’s performance, ensuring it understands and responds accurately to user queries.
User Experience Design: Our design specialists focus on creating intuitive and engaging user interfaces that promote seamless interactions with your chatbot.
Ongoing Support and Maintenance: After deployment, we provide continuous monitoring and updates, ensuring your chatbot remains relevant and effective over time.
Final Thoughts
As we wrap up our journey through the 9 steps to develop an AI chatbot in 2024, it is clear that the possibilities are limitless. By embracing AI advancements and prioritizing user experience, you can create a chatbot that resonates with your audience.
At NinjaTech, we offer comprehensive AI development services, including consulting, design, and skilled developer hiring to help bring your vision to life. Remember, success comes from continuous adaptation and revision.
So, take the plunge, innovate boldly, and let your chatbot be a vital part of your digital strategy, transforming interactions and driving your business forward. The future of conversation is in your hands!
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programmersai ¡ 8 months ago
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Discover the leading AI development companies of 2024 that are shaping the future of technology. From natural language processing to machine learning, these companies are at the forefront of innovation, delivering cutting-edge solutions across various industries. Explore their contributions, specialties, and how they are revolutionizing AI applications.
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xillentech ¡ 8 months ago
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Revolutionizing Technology: The Rise of Artificial Intelligence Development Companies
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In today’s fast-paced digital world, technology is evolving at an astonishing rate, with Artificial Intelligence (AI) development companies leading the charge. The rise of these specialized firms has reshaped how businesses operate, innovate, and compete. Offering cutting-edge AI development services, they empower organizations to harness the transformative potential of AI, turning complex data into actionable insights and intelligent solutions. This blog explores how AI development companies are revolutionizing the tech industry and the diverse services they provide to create value for businesses across sectors.
The Role of Artificial Intelligence Development Companies
Artificial intelligence is no longer just a buzzword; it has become an integral part of modern-day business strategies. AI software development companies are at the forefront of this revolution, helping businesses implement intelligent solutions that automate processes, optimize operations, and improve decision-making. These companies focus on developing AI-powered systems like machine learning models, predictive analytics, and natural language processing (NLP), enabling businesses to achieve their goals more efficiently.
Custom Software Solutions: Tailored to Business Needs
One of the key benefits of working with an Artificial Intelligence development company is the ability to receive custom software solutions that address specific business challenges. These companies go beyond generic software, developing applications that are tailor-made to meet the unique needs of an organization. From predictive maintenance systems for manufacturing to recommendation engines for e-commerce, custom solutions allow businesses to leverage AI in ways that are most relevant to their industry.
Leading Product Development Company: Bridging Ideas and Innovation
The journey from an idea to a market-ready product can be complex, especially in the tech-driven world of AI. That's where a leading product development company specializing in AI comes into play. These companies not only provide AI solutions but also help in transforming ideas into full-fledged products. Through product development services, they guide businesses from the initial concept through prototyping, development, and launch, ensuring a seamless transition from vision to reality.
UI/UX Design Services: Enhancing User Experience in AI Applications
Creating intuitive and user-friendly AI applications requires a deep understanding of user behavior and design principles. UI/UX design services offered by AI development companies ensure that complex AI systems are easy to use and visually appealing. By focusing on user experience, these companies create interfaces that make interacting with AI systems more intuitive, thus driving better user engagement and satisfaction.
Cutting-Edge AI Development Services: Staying Ahead of the Curve
Innovation is key to staying competitive in today’s digital age. Cutting-edge AI development services offered by AI companies include advanced technologies like deep learning, computer vision, and reinforcement learning. These services enable businesses to solve complex problems, automate tasks, and deliver better customer experiences. For instance, retailers can use AI to personalize customer recommendations, while financial institutions can leverage AI for fraud detection and risk analysis.
How AI Development Companies are Shaping the Future
The contributions of AI software development companies go beyond technology—they are reshaping entire industries by driving digital transformation. From healthcare to manufacturing, AI is being applied in ways that were previously unimaginable. With the help of custom software solutions, UI/UX design services, and product development services, these companies are enabling businesses to stay ahead in a competitive market.
As AI continues to evolve, the demand for specialized development companies will only grow. By partnering with a leading product development company that offers cutting-edge AI development services, businesses can unlock the full potential of AI and position themselves as leaders in their industries.
Conclusion
The rise of Artificial Intelligence development companies marks a new era in technology. By offering a combination of custom software solutions, UI/UX design services, and cutting-edge AI development services, these companies help businesses stay ahead of the curve in an increasingly digital world. Whether you’re a startup looking to bring an AI-based product to market or an established enterprise seeking to optimize your operations, collaborating with an AI development company can be the key to unlocking innovation and achieving success in the age of AI.
In this era of rapid technological advancements, the role of AI software development companies in driving change is undeniable. The question is no longer whether to adopt AI but how to best leverage it and these specialized companies are the partners that make it possible.
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synsoft ¡ 9 months ago
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Synsoft Global is a leading AI Development Company offering innovative AI solutions to transform your business. Partner with us for advanced AI technologies and expert services. Get a free quote: www.synsoftglobal.com
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lovethephotoo ¡ 1 year ago
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Anime cafe in Tokyo!
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learn-ai-free ¡ 1 month ago
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How to Build Custom AI Agents in Minutes Using Chai (Vibe Code)
Most business teams are still struggling to push the idea of an AI agent from the whiteboard to production—Why? The majority of professionals are non-technical and do not have a deep understanding of what goes on behind the scenes.
What is Chai by Langbase? 📌
Chai by Langbase is a prompt‑first service that builds, deploys, and scales AI agents straight from plain English. In much simpler terms, Chai can build AI agents for you. Users can vibe code production-ready AI agents within minutes after entering the prompt/ agent idea.
What sets Chai apart? 📌
Langbase describes Chai with three simple verbs—"Prompt. Sip. Ship," which literally means enter a prompt for your agent, sip chai tea while it vibe codes the agent for you, and ship it to your clients.
How to Build Custom AI Agents in Minutes Using Chai (Vibe Code) 📌
Step 1️⃣: Visit Chai.new.
Step 2️⃣: Enter a prompt for the AI agent.
Step 3️⃣: Chai will start by thinking and creating an overview of the AI agent.
Step 4️⃣: Deploy the AI agent.
↗️ Full Read: https://aiagent.marktechpost.com/post/how-to-build-custom-ai-agents-in-minutes-using-chai-vibe-code
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vanishingmoments ¡ 1 month ago
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it would be really exciting that we're finally seeing AI used in sound synthesis if anyone was using it for anything at all cool or useful as an artistic tool
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atcuality1 ¡ 6 months ago
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WordPress Security Services Tailored to Your Business Needs
Atcuality understands that every WordPress website has unique security needs. Our specialized WordPress security services provide customized solutions to safeguard your website from malicious attacks, unauthorized access, and technical vulnerabilities. Whether you own a blog, corporate website, or online store, our comprehensive approach includes malware scanning, vulnerability patching, firewall implementation, and site backups. Atcuality’s team of security professionals works tirelessly to monitor and eliminate threats before they can impact your business. With advanced tools and strategies like SSL encryption and uptime monitoring, we ensure your website operates securely while maintaining peak performance. Cyber threats evolve daily, but with Atcuality, you can stay one step ahead. Don’t let your website become a target—secure your site and maintain customer trust with our proven WordPress security solutions.
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fenebris-india ¡ 2 months ago
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Why Your Business Might Be Falling Behind Without AI App Development or Modern Web Solutions
In today’s fast-paced digital landscape, staying competitive isn’t just about having an online presence — it’s about having the right kind of presence. Many businesses invest in a website or a mobile app and stop there. But without integrating AI app development services and scalable, intelligent business web development services, they risk falling behind.
So, what’s causing this gap, and how can businesses close it?
The Real Challenge: Businesses Aren’t Evolving with User Expectations
User behavior has dramatically changed over the last few years. Customers expect fast, personalized, and intuitive digital experiences. They want websites that respond to their needs, apps that understand their preferences, and services that anticipate their next move. Businesses that are still running on legacy systems or using outdated platforms simply can’t meet these rising expectations.
Let’s say a user visits your website to schedule a consultation or find a product. If your system takes too long to load or offers no AI-driven suggestions, you’ve already lost them — probably to a competitor that’s already using AI app development services to enhance user interaction.
The Role of AI in Transforming Business Applications
Artificial Intelligence is no longer limited to tech giants. From personalized product recommendations to intelligent customer service chatbots, AI app development services are helping businesses of all sizes create smart, responsive applications.
Some examples of what AI can do in a business app include:
Automating repetitive customer queries
Offering personalized product or content recommendations
Identifying user behavior patterns and adapting accordingly
Reducing human errors in backend processes
By integrating AI into mobile or web apps, companies can streamline operations, improve customer satisfaction, and gain deeper insights into user behavior. And as these capabilities become the new norm, not having them means you’re offering a subpar experience by default.
The Foundation: Scalable Business Web Development Services
While AI powers intelligence, you still need a strong digital infrastructure to support it. This is where business web development services come in.
A well-developed business website isn’t just about looking good. It should be:
Responsive: accessible and easy to navigate on all devices
Scalable: ready to handle increased traffic or new features without a full rebuild
Secure: with updated protocols to protect user data
Fast: with optimized loading times for better user retention
These elements don’t just “happen.” They require planning, strategy, and expertise. Modern business web development services help create these experiences, combining functionality with user-centric design.
Let’s not forget the importance of backend systems either — inventory management, CRM integration, user databases, and more all need to run smoothly in the background to support the front-end user experience.
Why the Gap Still Exists
Despite the availability of these technologies, many businesses hesitate to adopt them. Common reasons include:
Fear of high development costs
Uncertainty about where to start
Lack of technical knowledge or internal teams
Belief that AI and advanced web systems are “only for big companies”
But these concerns often stem from a lack of awareness. Platforms like Fenebris India are already offering tailored AI app development services and business web development services that cater specifically to startups, SMBs, and growing enterprises — without the hefty price tag or complex jargon.
The key is to think in terms of long-term growth rather than short-term fixes. A custom-built AI-enabled app or a modern, scalable web system may require some upfront investment, but it significantly reduces future inefficiencies and technical debt.
How to Start Evolving Your Digital Strategy
If you're not sure where to begin, consider these initial steps:
Audit your current digital presence: What features are outdated or missing?
Identify customer pain points: Are users dropping off before completing actions? Are your support channels responsive enough?
Define your goals: Do you want more engagement, smoother operations, better insights?
Consult experts: Work with a team that understands both AI and business development needs.
You don’t have to overhaul everything at once. Even small changes — like adding a chatbot, integrating AI for personalized content, or improving page speed — can have a significant impact.
Final Thoughts
The future belongs to businesses that adapt quickly and intelligently. Whether it’s by embracing AI app development services to build smarter tools or by investing in professional business web development services to offer faster, more reliable experiences — staying competitive means staying current.
Digital transformation isn’t about trends. It’s about survival, growth, and being there for your customers in the ways they now expect.
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accortechsolutions ¡ 5 months ago
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DeepSeek AI is here to change the game in Digital Marketing, Lead Generation, and Web Development!
In the ever-evolving digital world, staying ahead is crucial. That's where DeepSeek AI comes in—offering innovative AI-driven solutions that boost your marketing strategies, generate high-quality leads, and enhance web development like never before.
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🌐 Why DeepSeek AI?
AI-powered marketing: Tailor your campaigns to reach the right audience at the right time.
Automated lead generation: Boost conversions without the hassle.
Smart web development: Optimize your website for speed, SEO, and performance.
Click to learn more: https://www.accordtechsolutions.com/blog/deepseek-ai-revolutionizing-digital-marketing-lead-generation-and-web-development
Ready to unlock your business’s potential and embrace the future of digital growth? 🚀 Dive into the world of DeepSeek AI and watch your digital strategy soar!
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jcmarchi ¡ 10 months ago
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Toward a code-breaking quantum computer
New Post has been published on https://thedigitalinsider.com/toward-a-code-breaking-quantum-computer/
Toward a code-breaking quantum computer
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The most recent email you sent was likely encrypted using a tried-and-true method that relies on the idea that even the fastest computer would be unable to efficiently break a gigantic number into factors.
Quantum computers, on the other hand, promise to rapidly crack complex cryptographic systems that a classical computer might never be able to unravel. This promise is based on a quantum factoring algorithm proposed in 1994 by Peter Shor, who is now a professor at MIT.
But while researchers have taken great strides in the last 30 years, scientists have yet to build a quantum computer powerful enough to run Shor’s algorithm.
As some researchers work to build larger quantum computers, others have been trying to improve Shor’s algorithm so it could run on a smaller quantum circuit. About a year ago, New York University computer scientist Oded Regev proposed a major theoretical improvement. His algorithm could run faster, but the circuit would require more memory.
Building off those results, MIT researchers have proposed a best-of-both-worlds approach that combines the speed of Regev’s algorithm with the memory-efficiency of Shor’s. This new algorithm is as fast as Regev’s, requires fewer quantum building blocks known as qubits, and has a higher tolerance to quantum noise, which could make it more feasible to implement in practice.
In the long run, this new algorithm could inform the development of novel encryption methods that can withstand the code-breaking power of quantum computers.
“If large-scale quantum computers ever get built, then factoring is toast and we have to find something else to use for cryptography. But how real is this threat? Can we make quantum factoring practical? Our work could potentially bring us one step closer to a practical implementation,” says Vinod Vaikuntanathan, the Ford Foundation Professor of Engineering, a member of the Computer Science and Artificial Intelligence Laboratory (CSAIL), and senior author of a paper describing the algorithm.
The paper’s lead author is Seyoon Ragavan, a graduate student in the MIT Department of Electrical Engineering and Computer Science. The research will be presented at the 2024 International Cryptology Conference.
Cracking cryptography
To securely transmit messages over the internet, service providers like email clients and messaging apps typically rely on RSA, an encryption scheme invented by MIT researchers Ron Rivest, Adi Shamir, and Leonard Adleman in the 1970s (hence the name “RSA”). The system is based on the idea that factoring a 2,048-bit integer (a number with 617 digits) is too hard for a computer to do in a reasonable amount of time.
That idea was flipped on its head in 1994 when Shor, then working at Bell Labs, introduced an algorithm which proved that a quantum computer could factor quickly enough to break RSA cryptography.
“That was a turning point. But in 1994, nobody knew how to build a large enough quantum computer. And we’re still pretty far from there. Some people wonder if they will ever be built,” says Vaikuntanathan.
It is estimated that a quantum computer would need about 20 million qubits to run Shor’s algorithm. Right now, the largest quantum computers have around 1,100 qubits.
A quantum computer performs computations using quantum circuits, just like a classical computer uses classical circuits. Each quantum circuit is composed of a series of operations known as quantum gates. These quantum gates utilize qubits, which are the smallest building blocks of a quantum computer, to perform calculations.
But quantum gates introduce noise, so having fewer gates would improve a machine’s performance. Researchers have been striving to enhance Shor’s algorithm so it could be run on a smaller circuit with fewer quantum gates.
That is precisely what Regev did with the circuit he proposed a year ago.
“That was big news because it was the first real improvement to Shor’s circuit from 1994,” Vaikuntanathan says.
The quantum circuit Shor proposed has a size proportional to the square of the number being factored. That means if one were to factor a 2,048-bit integer, the circuit would need millions of gates.
Regev’s circuit requires significantly fewer quantum gates, but it needs many more qubits to provide enough memory. This presents a new problem.
“In a sense, some types of qubits are like apples or oranges. If you keep them around, they decay over time. You want to minimize the number of qubits you need to keep around,” explains Vaikuntanathan.
He heard Regev speak about his results at a workshop last August. At the end of his talk, Regev posed a question: Could someone improve his circuit so it needs fewer qubits? Vaikuntanathan and Ragavan took up that question.
Quantum ping-pong
To factor a very large number, a quantum circuit would need to run many times, performing operations that involve computing powers, like 2 to the power of 100.
But computing such large powers is costly and difficult to perform on a quantum computer, since quantum computers can only perform reversible operations. Squaring a number is not a reversible operation, so each time a number is squared, more quantum memory must be added to compute the next square.
The MIT researchers found a clever way to compute exponents using a series of Fibonacci numbers that requires simple multiplication, which is reversible, rather than squaring. Their method needs just two quantum memory units to compute any exponent.
“It is kind of like a ping-pong game, where we start with a number and then bounce back and forth, multiplying between two quantum memory registers,” Vaikuntanathan adds.
They also tackled the challenge of error correction. The circuits proposed by Shor and Regev require every quantum operation to be correct for their algorithm to work, Vaikuntanathan says. But error-free quantum gates would be infeasible on a real machine.
They overcame this problem using a technique to filter out corrupt results and only process the right ones.
The end-result is a circuit that is significantly more memory-efficient. Plus, their error correction technique would make the algorithm more practical to deploy.
“The authors resolve the two most important bottlenecks in the earlier quantum factoring algorithm. Although still not immediately practical, their work brings quantum factoring algorithms closer to reality,” adds Regev.
In the future, the researchers hope to make their algorithm even more efficient and, someday, use it to test factoring on a real quantum circuit.
“The elephant-in-the-room question after this work is: Does it actually bring us closer to breaking RSA cryptography? That is not clear just yet; these improvements currently only kick in when the integers are much larger than 2,048 bits. Can we push this algorithm and make it more feasible than Shor’s even for 2,048-bit integers?” says Ragavan.
This work is funded by an Akamai Presidential Fellowship, the U.S. Defense Advanced Research Projects Agency, the National Science Foundation, the MIT-IBM Watson AI Lab, a Thornton Family Faculty Research Innovation Fellowship, and a Simons Investigator Award.
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ninjatech1 ¡ 9 months ago
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AI Development Company
NinjaTech is a leading AI Development Company specializing in cutting-edge artificial intelligence solutions to transform businesses. Our team of skilled AI developers offers customized services in machine learning, natural language processing, computer vision, and deep learning, helping businesses automate processes, enhance customer experiences, and make data-driven decisions. With innovative AI strategies, NinjaTech empowers organizations to stay ahead in the competitive digital landscape. Discover the power of AI for your business with NinjaTech today!
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rndexperts ¡ 2 years ago
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In this blog, we’ll explore some of the top #website #design #companies in #New #York that #specialize in #working with #fashion brands.
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