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工程实践September 9, 2026

GPU Goodput Is the Whole Product: Cosmos 3 + SageMaker HyperPod Rewrites the Physical AI Factory

GPU Goodput Is the Whole Product: Cosmos 3 + SageMaker HyperPod Rewrites the Physical AI Factory A robot or an autonomous vehicle that has to act in the physical world cannot be trained in a single jo...

#英伟达#Physical AI#AI 基础设施

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AI 洞察September 7, 2026

Claude's Agents Failed at Fermat First. The Fix Was a Task Graph, Not a Better Model.

Claude's Agents Failed at Fermat First. The Fix Was a Task Graph, Not a Better Model. The headline from Anthropic's September 4 announcement is easy to write: an AI wrote the first complete computer-c...

#Anthropic#Claude#AI Agent#AI 基础设施

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AI 洞察September 3, 2026

From Leaderboards to Model Profiles: Why Resolve Rate Fails Agentic Coding

Resolve rate treats every passing run as equivalent. JetBrains' trajectory-aware evaluation pipeline and per-model behavioral profiles show why that equivalence is fictional — and what should replace it.

#AI Agent#AI编程#AI工程#Claude

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工程实践September 2, 2026

Cache Transcoding at Cloudflare: When a One-Time CPU Cost Pays Petabytes Back

Cloudflare's Cache Transcoding prototype compressed eligible cache assets 2.834x using Zstandard inside Pingora. We unpack the encode-once/decode-many economics, the 4 KiB threshold that beat hot-only filtering, and the 1M-request validation across 10 cache servers.

#Cloudflare#AI 基础设施#数据中心#开源

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Crafting digitalmasterpieceswith code.

Latest Posts

GPU Goodput Is the Whole Product: Cosmos 3 + SageMaker HyperPod Rewrites the Physical AI Factory

Claude's Agents Failed at Fermat First. The Fix Was a Task Graph, Not a Better Model.

From Leaderboards to Model Profiles: Why Resolve Rate Fails Agentic Coding

Cache Transcoding at Cloudflare: When a One-Time CPU Cost Pays Petabytes Back

Crafting digitalmasterpieceswith code.

Latest Posts

GPU Goodput Is the Whole Product: Cosmos 3 + SageMaker HyperPod Rewrites the Physical AI Factory

Claude's Agents Failed at Fermat First. The Fix Was a Task Graph, Not a Better Model.

From Leaderboards to Model Profiles: Why Resolve Rate Fails Agentic Coding

Cache Transcoding at Cloudflare: When a One-Time CPU Cost Pays Petabytes Back

DHH Hasn't Written a Line in Two Months. Here's What He Checks Instead.

Claude Code's "Auto Mode" Stopped Working on Day 19 — And Then It Blocked Claude's Own Cleanup

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