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🚨 NVIDIA's agent-in-one-Python-class, a 2.6B agent running on your phone, and a harness that beat the human baseline on ARC-AGI-3

Mistral's guardrail that takes the policy as a prompt, Microsoft's test agent at 92.1% vs 78.9% on the same model, and NVIDIA collapsing an agent into one Python class. This week the differentiation lived in the substrate, not the weights.

Aug 9, 2026

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6 min read

🚨 Prime Agent hits 95.5% on ARC-AGI-3, Cursor's MoE megakernel at 2.37×, and a charting library shipping 10M points in 258 KiB

A skill trained in Codex outscored the one Claude Code trained for itself — 81.8 against 80.4. And a deterministic MoE megakernel, a 34B open VLA, and 100 million points rendered in 0.081s.

Aug 6, 2026

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6 min read

🚨 Cursor's MoE megakernel, Qwen3.8-Max at 2.4T, and a charting library that ships 10M points in 258 KiB

Cursor open-sources its MoE training megakernel. Alibaba ships Qwen3.8-Max at 2.4T parameters. Reflex releases XY. GenOffice, pixel-native RAG, SkillSpector auditing, PerceptionBench evals, and YC's agent harness

Aug 5, 2026

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6 min read

🚨 The 276B AI model that beats its 975B teacher — on one GPU

Qwen3.8-Max ships as an API today, open weights next week — and the 27B is the real on-prem path. Cogent VR-1, Ontology 1, AMD's fully open MoE recipe, Supabase Evals, and a GeoAI pipeline you can run end to end.

Aug 3, 2026

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6 min read

🚨 DeepSeek V4-Flash 0731, MiniMax H3, Supabase evals

Same architecture, better post-training. Native stereo video. And the benchmark that caught Codex reading 4× more docs than Claude Code.

Aug 1, 2026

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4 min read

🚨 Six releases. One theme. The machine stopped waiting

Most weeks in AI are noise. This one is not. Every release below removed a wait — a robot waiting for a script, a caller waiting for a transcript, a GPU waiting for its slowest neighbor.

Jul 30, 2026

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4 min read

The AI NewsletterBuilt for AI Devs & Researchers

50K+

Daily

Free

Latest AI Insights

🚨 NVIDIA's agent-in-one-Python-class, a 2.6B agent running on your phone, and a harness that beat the human baseline on ARC-AGI-3

🚨 Prime Agent hits 95.5% on ARC-AGI-3, Cursor's MoE megakernel at 2.37×, and a charting library shipping 10M points in 258 KiB

🚨 Cursor's MoE megakernel, Qwen3.8-Max at 2.4T, and a charting library that ships 10M points in 258 KiB

🚨 The 276B AI model that beats its 975B teacher — on one GPU

🚨 DeepSeek V4-Flash 0731, MiniMax H3, Supabase evals

🚨 Six releases. One theme. The machine stopped waiting

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The AI Newsletter
Built for AI Devs & Researchers