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OpenAGI Foundation Launches Lux: A Foundation Computer Use Model that Tops Online Mind2Web with OSGym At Scale
How do you turn slow, manual click work across browsers and desktops into a reliable, automated system that can actually use a computer for you at scale? Lux is the latest example of computer use agents moving from research demo to infrastructure. OpenAGI Foundation team has released Lux, a foundati
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Kernel Principal Component Analysis (PCA): Explained with an Example
Dimensionality reduction techniques like PCA work wonderfully when datasets are linearly separable—but they break down the moment nonlinear patterns appear. That’s exactly what happens with datasets such as two moons: PCA flattens the structure and mixes the classes together. Kernel PCA fixes this
How to Design a Fully Local Multi-Agent Orchestration System Using TinyLlama for Intelligent Task Decomposition and Autonomous Collaboration
In this tutorial, we explore how we can orchestrate a team of specialized AI agents locally using an efficient manager-agent architecture powered by TinyLlama. We walk through how we build structured task decomposition, inter-agent collaboration, and autonomous reasoning loops without relying on any
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This Startup is Trying to Build a Visual Version of Perplexity
“The only moat that we have is momentum.” The post This Startup is Trying to Build a Visual Version of Perplexity appeared first on Analytics India Magazine.
Ex-Googler’s Yoodli triples valuation to $300M+ with AI built to assist, not replace, people
Yoodli counts Google, Snowflake, and Databricks among its customers.
Sources: AI synthetic research startup Aaru raised a Series A at a $1B ‘headline’ valuation
The one-year-old startup, which does market research on simulated populations, had a multi-tier valuation round, sources tell TechCrunch.
AWS needs you to believe in AI agents
AWS announced a wave of new AI agent tools at re:Invent 2025, but can Amazon actually catch up to the AI leaders? While the cloud giant is betting big on enterprise AI with its third-gen chip and database discounts that got developers cheering, it’s still fighting to prove it can compete beyond infr
Meta acquires AI device startup Limitless
Limitless said it shares Meta's vision of bringing personal superintelligence to everyone.
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Apple Researchers Release CLaRa: A Continuous Latent Reasoning Framework for Compression‑Native RAG with 16x–128x Semantic Document Compression
How do you keep RAG systems accurate and efficient when every query tries to stuff thousands of tokens into the context window and the retriever and generator are still optimized as 2 separate, disconnected systems? A team of researchers from Apple and University of Edinburgh released CLaRa, Continu
ChatGPT’s user growth has slowed, report finds
ChatGPT's global monthly active users only grew by around 5% from August to November, while Gemini's users grew by about 30%.
Nothing wants your money, AWS wants your trust, and Spotify wants your data
AWS announced a wave of new AI agent tools at re:Invent 2025, but can Amazon actually catch up to the AI leaders? While the cloud giant is betting big on enterprise AI with its third-gen chip and database discounts that got developers cheering, it’s still fighting to prove it can compete beyond infr
AWS re:Invent was an all-in pitch for AI. Customers might not be ready.
AWS is releasing a lot of new AI tech, but the cloud infrastructure giant's enterprise customers may not be ready for it yet.
The New York Times is suing Perplexity for copyright infringement
The New York Times filed a copyright lawsuit against Perplexity, joining other publishers using legal action as leverage to force AI companies into licensing deals that compensate content creators.
Meta signs commercial AI data agreements with publishers to offer real-time news on Meta AI
Meta is partnering with CNN, Fox News, Fox Sports, Le Monde Group, the People Inc. portfolio of media brands, The Daily Caller, The Washington Examiner, and USA Today.
Harnessing human-AI collaboration for an AI roadmap that moves beyond pilots
The past year has marked a turning point in the corporate AI conversation. After a period of eager experimentation, organizations are now confronting a more complex reality: While investment in AI has never been higher, the path from pilot to production remains elusive. Three-quarters of enterprises
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Meet AWS’ Frontier Agents Built to End Developers’ 2 AM Nightmares
The company said the agents are autonomous, scalable, and capable of operating for extended periods without intervention. The post Meet AWS’ Frontier Agents Built to End Developers’ 2 AM Nightmares appeared first on Analytics India Magazine.
The Download: political chatbot persuasion, and gene editing adverts
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. AI chatbots can sway voters better than political advertisements The news: Chatting with a politically biased AI model is more effective than political ads at nud
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AI denial is becoming an enterprise risk: Why dismissing “slop” obscures real capability gains
Three years ago, ChatGPT was born. It amazed the world and ignited unprecedented investment and excitement in AI. Today, ChatGPT is still a toddler, but public sentiment around the AI boom has turned sharply negative. The shift began when OpenAI released GPT-5 this summer to mixed reviews, mostly fr
UK and Germany plan to commercialise quantum supercomputing
The UK and Germany plan to integrate their science sectors to accelerate the commercialisation of quantum supercomputing technology. Announced on the final day of the German president’s state visit, these joint commitments target the gap between R&D and enterprise application in computing, sensing,
Aluminium OS is the AI-powered successor to ChromeOS
The convergence of mobile and desktop operating systems is a goal that has remained elusive for big tech firms since the early days of the smartphone. Microsoft’s attempt in the form of Windows Mobile was reaching the end of its road by 2010, and despite Apple’s iOS/iPadOS and macOS moving very slow