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Sutton warns LLM obsession is a detour toward experiential AI
Turing Award winner Richard Sutton argues that industry focus on scaling large language models overlooks core principles of intelligence. He calls for agents that learn continuously from direct experience, emphasizing continual learning, world models, and meta-learning. Sutton’s Alberta Plan and Oak architecture are presented as paths toward embodied AI and AGI.
Meta reshapes AI leadership as LeCun reports to Wang
Meta has restructured its AI leadership under CEO Mark Zuckerberg's push for acceleration toward superintelligence. Yann LeCun, the longtime head of FAIR, will report to 28-year-old Alexandr Wang, founder of Scale AI, who was named Meta's chief AI officer. The move consolidates research and product efforts under a new Meta Superintelligence Labs and signals a shift toward a more product-driven, centralized AI strategy.
DeepSeek-V2: Ultra-efficient Open-Source AI disrupts giants
DeepSeek-V2 introduces a 236B parameter model that activates only 21B per token, using sparse Mixture-of-Experts to deliver solid performance with far less compute. Enhanced by MLA and the DeepSeekMoE framework, it cuts memory and training costs while opening access to researchers and smaller firms through open licensing.
DeepSeek-V3.1 Cuts AI Costs, Opens Access
DeepSeek's new DeepSeek-V3.1 pairs a 685‑billion MoE model with a 128k context window and a pricing model that undercuts rivals by orders of magnitude. Early benchmarks show strong coding and reasoning abilities, while open-weight availability could accelerate innovation and broaden who can deploy frontier AI at scale.
Proton's Lumo 1.1 proves powerful AI can stay private
Proton releases Lumo 1.1, delivering faster, smarter responses while maintaining its privacy-first stance. The upgrade improves context understanding, code generation, and multi-step planning, powered by Proton's Eurostack infrastructure and open-source mobile apps, all while keeping user data out of training and storage.
Telangana bets on AI-powered life sciences with ₹54,000 crore push
Telangana unveils a sweeping AI-centric life sciences strategy backed by ₹54,000 crore in investments since late 2023. The plan centers on a new world-class university focused on AI in biology and upgraded Genome Valley and MedTech Park to accelerate research, manufacturing, and job creation. By 2030, the state aims to develop a $250 billion life sciences economy.
Taiwan's AI server era overtakes consumer-tech revenue
A rapid pivot in Taiwan's electronics giants is shifting the focus from consumer devices to AI infrastructure. With Foxconn, Quanta, and Wistron steering more revenue toward AI servers, Taiwan is becoming the linchpin of the global AI hardware supply chain.
ElevenLabs Expands with Licensed AI Music and Text Chat
ElevenLabs unveiled a text-only Chat Mode for its Conversational AI and introduced Eleven Music, a text-driven music generator built on licensed partnerships. The approach pairs a multimodal AI platform with formal licensing deals, aiming to align revenue with creators and reduce industry risk. The moves position the company as a broader hub for enterprise AI applications and creative production.
TCS & Google Cloud Launch Gemini Center to Power BFSI AI
The new Bengaluru Gemini Experience Center enables banks, insurers, and other BFSI players to co-create AI-first solutions using Gemini models, Agentspace, and TCS BaNCS. The facility aims to accelerate AI adoption through rapid prototyping, regulatory-aligned deployment, and scalable, personalized customer experiences.
Pixel 10 Puts On-Device AI and Privacy Front and Center
Google’s Pixel 10 launches with a bold shift: most AI runs directly on the device. Fueled by the Tensor G5 and Gemini Nano, the phone aims to be faster, more private, and more proactive by keeping data on-device while weaving AI into core tasks—from mail and calendar to messages and photography. It’s pitched as a practical, privacy-first AI upgrade.
IIT Madras licenses silicon QRNG to Indrarka for ₹1 crore
IIT Madras has licensed its silicon photonics-based Quantum Random Number Generator to Indrarka Quantum Technologies Pvt. Ltd. for ₹1 crore, signaling a push toward domestically produced quantum security solutions. The deal, part of the Make in India drive, follows successful trials with DRDO and SETS and positions India for wide deployment across defense, finance, and critical IT infrastructure.
UK urged to seize 20-year AI chip design window
Top UK science and technology advisers warn the country faces a once-in-20-years opportunity to lead AI chip design. A CST report argues a focused, government-backed push is needed to grow designers, invest in related skills, and coordinate funding across the innovation pipeline to avoid becoming a mere consumer of AI tech. The stakes span national security, economic resilience, and global influence.
Articles, images, and editorial ideas are generated with assistance from ChatGPT, an advanced AI assistant. All final editorial decisions and perspectives are made by our human authors. Special thanks to ChatGPT for research and content support.