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Google's Frozen v2 Chip Bakes Gemini Into Silicon

Google's Frozen v2 Chip Bakes Gemini Into Silicon

Google is reportedly building a chip line separate from its TPUs that hardwires parts of Gemini directly into silicon, promising up to 10x efficiency as a capacity crunch forces Cloud to turn away customers.

Two World Models, One Multi-Agent Review Problem

Two World Models, One Multi-Agent Review Problem

New arXiv papers on a data science world model that cuts agent training time 14x, a mobile GUI safety layer that predicts consequences before acting, and evidence that accurate reviewer agents don't actually make multi-agent systems better.

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Guides

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Reviews

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Kimi K3 Review: Best at Code, Worse at Honesty

Kimi K3 Review: Best at Code, Worse at Honesty

Moonshot's Kimi K3 tops LMArena's Frontend Code Arena and undercuts Opus 4.8 on cost per task, but a tripled price tag, a rising hallucination rate, and an unresolved distillation question complicate the win.

Leaderboards

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Models

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Luma Ray3.2

Luma Ray3.2

Luma Ray3.2 is Luma AI's current flagship video model - native 16-bit HDR, 16-keyframe control, and the company's first full developer API, but still no native audio.

Pika 2.5

Pika 2.5

Pika Labs' flagship video model trades cinematic Elo rankings for the deepest creative-effects toolkit in AI video, plus a pivot into real-time agent video with PikaStream.

Haiper 2.x

Haiper 2.x

Haiper 2.x is the cheapest per-second AI video API on the market at $0.033/sec, now run by NetMind.AI after Haiper's consumer app shut down and its founders joined Microsoft.

Recent

Holo3-35B-A3B

Holo3-35B-A3B

H Company's open-weight sparse MoE vision-language model purpose-built for desktop computer use, scoring 82.6% on OSWorld-Verified with only 3B active parameters.

Best AI SDKs for App Development in 2026

Best AI SDKs for App Development in 2026

Compare five leading AI developer SDKs - Vercel AI SDK 7, LangChain, LlamaIndex, Mastra, and PydanticAI - and find the right framework for your next AI-powered app.

Cloudflare Launches Pay Per Crawl for AI Bots

Cloudflare Launches Pay Per Crawl for AI Bots

Cloudflare opens a private beta charging AI crawlers $0.01 or more per page using HTTP 402 and Ed25519-signed request headers, with new sites blocking AI training by default on September 15.