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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

Snowflake Arctic-Text2SQL-R1-32B

Snowflake Arctic-Text2SQL-R1-32B

Snowflake's reasoning-first text-to-SQL model tops the BIRD benchmark at 71.83% execution accuracy, trained with GRPO and a reward that only checks if the SQL runs correctly.

Best AI for Data Analysis - July 2026

Best AI for Data Analysis - July 2026

MiniMax M3 leads LiveSQLBench among general-purpose models at 40.17%, but purpose-built enterprise agent pipelines from C3 AI and Ant Group now beat every off-the-shelf LLM outright on raw SQL accuracy.

Inkling

Inkling

Thinking Machines Lab's first open-weight model - a 975B-parameter MoE with native text, image, and audio reasoning, released under Apache 2.0 and tuned for customization on the Tinker platform.

Qwen3.6-Plus

Qwen3.6-Plus

Alibaba's 1M-token flagship agentic coding model posts 78.8% on SWE-bench Verified and undercuts Kimi K2.6 and Claude Opus on price, but ships with no weights and a mandatory reasoning tax.