NVIDIA Researchers Argue Your AI Agent Is Overpaying 10–30x.
A position paper says small language models should run most agent calls.Continue reading on Towards AI »
Towards AI1 min read
Artificial intelligence
1,571 stories
TAI #226: The AI Model Race Needs Better Tests
Also, Meta’s Muse Wonder, Claude Haiku 5.5, OpenAI’s Ultrafast tier, Mistral Large 4, Reflection Beam, and new rivals to Jev.
Towards AI17 min readThe Two Things That Got Me Through Both Claude Certs (and It Wasn’t Memorizing Docs)
I passed the Claude Certified Architect — Professional and Claude Certified Developer — Foundations exams. The score came down to…Continue reading on Towards AI »
Towards AI1 min readAdvanced RAG Chunking: Hierarchical, Semantic, and Contextual Retrieval
Part 5 of the Production RAG Series — Small-to-Big Retrieval, Bounded Semantic Splitting, Breadcrumbs, and Anthropic’s Contextual Retrieval.
Towards AI12 min readMean Squared Error (MSE): The Loss Function That Makes Big Mistakes Expensive
Loss Functions Deep Dive — Part 4 of 30Continue reading on Towards AI »
Towards AI1 min readAzure Document Intelligence or Content Understanding? Route by Document Type
Both services share one OCR and layout layer and split at field extraction. Here’s how that split maps to forms, contracts, RAG…Continue reading on Towards AI »
Towards AI1 min readWhat Is Jev? What the Tests Show and Who Should Try It
A new model called Jev is built for this kind of job. You give it the ticket and the possible answers, and it returns a choice with a probability, nothing else. A startup called TypeSafe AI released it on September 15.
Towards AI10 min read
Meta's Watermelon ripens into a frontier model
Meta's new Muse Spark family (codename Watermelon) lands near the AI frontier, trailing only Claude Opus 5.5 in overall rankings. Here's what it means.
The Rundown AI8 min read
Linus Torvalds is using AI to develop Linux kernel code now
The move is a turning point in the developer’s relationship with AI and Linux.
ZDNet6 min read
Rogue agents are the price of a breakneck AI arms race
Another report of AI agents-gone-wild came out on Friday, and I can’t help but wonder, again, if the big AI labs are yielding to immense pressure to expand and improve model capabilities at the expense of responsible security and safety practices.
Fast Company — Technology5 min read
I let an AI assistant shop for me and the reviewers got nothing
There’s a new kind of AI in town, and it’s all about you. Which is to say you, personally—these are the new personal AI assistants that go by names like Muse, Dots, and Grok Bot, and they’re ready to dismantle much of the friction in your life.
Fast Company — Technology7 min read
Meta’s Muse AI agent is a clever little bastard
He looks like a CoComelon character who grew up and mated with an E. coli microbe. But don’t let looks fool you. Under the hood, Meta’s new Muse agentic AI platform is incredibly powerful—and potentially incredibly risky. I’ve been testing Muse since Meta launched him on September 8.
Fast Company — Technology6 min read
Apple launches $299 HomeView hub alongside new smart home range
Apple has launched HomeView, a $299 smart display built around Siri AI, with shipping from 13 November in eight markets. The European Union is not one of them, because Siri AI is still blocked on iOS there.
The Next Web AI2 min read
Nvidia plans $2B in European AI deals in the next week
Jensen Huang says Nvidia will announce $2B of European investments within a week, on top of $8B over the past year, and named four French startups in Paris. Nvidia committed more than $40B to AI equity in the first four months of this year alone.
The Next Web AI2 min read
Data centre firms say the AI bottleneck is now power and labour
Executives from NTT Data, Brookfield and Infosys say electricity and skilled labour, not chips, now limit how fast AI data centres get built. In Europe the binding constraint is worse, with grid connections in congested markets running to ten years.
The Next Web AI2 min read
Microsoft is on track for its first record close in a year
Microsoft is on pace for its first record close since October 2025, having gained more than 50% from a June low and added roughly $1.5T in market value. The AI-disruption panic that caused the fall also hit SAP, which has not recovered.
The Next Web AI2 min read
NYT, AFP and Economist join SPUR coalition on AI use of news
The New York Times, Agence France-Presse, and The Economist have joined a coalition that wants AI companies to stop using news without permission, the group said on Monday.
The Next Web AI2 min readAmazon in talks to buy Decart for about $7bn, WSJ reports
Amazon is in talks to buy the AI startup Decart in a deal that could value it at about $7bn, The Wall Street Journal reported on Sunday. Kate Clark and Lauren Thomas reported the talks, citing people familiar with the matter.
The Next Web AI2 min read
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