GLM-5 vs Claude Opus: Why Cheap Models Win for Agents
YC‑Bench just produced the sort of result that usually launches a thousand hot takes: GLM‑5 vs Claude Opus on a…
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Claude Code Leak: Why the Harness, Not the Model
If you tried to clone Claude Code last week, the hard part wasn’t the model. It was rebuilding half a…
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AI Agent Hack: Prompt‑Layer Security Is the Real Threat
The McKinsey AI agent hack sounds like sci‑fi: an autonomous agent “gains full read/write access” to a consulting giant’s chatbot…
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ChatGPT vs Chegg: The Day Answers Went Free
In 2021, a physics PhD grading problem sets at midnight could open Chegg and watch the questions flow like a…
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Cursor Composer 2: Claims, Evidence, and What It Means
The screenshot is mundane: a VS Code sidebar, a drop‑down of models, and in one corner a tiny string that…
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Nvidia GPU Smuggling: How Execs Bypassed Export Controls
A co‑founder of Super Micro, a Tampa “realtor” LLC, dummy server racks in a Southeast Asia warehouse, and hundreds of…
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Zero-Copy Graph Engine: Train Large GNNs Without OOM
If you’ve ever pointed PyG at ogbn-papers100M on a 16GB laptop, you already know the failure mode: the process allocates…
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Nvidia Open-Weight Models: Why the $26B Bet Matters
If you tried to copy Nvidia’s Nemotron 3 stack inside your own startup, the first nasty surprise would be the…
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AI Builds AI: How Anthropic’s Claude Codes Its Future
Somewhere in San Francisco, there is a software engineer whose job is to tell an AI that its pull request…
