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AI News

AMD’s New AI Chip: Rebuilt by One Engineer in 7,000 Lines

One engineer just rebuilt the chip AMD paid hundreds of millions for — with 7,000 lines of code On August 6, 2026, AMD announced it was acquiring Taalas, the Toronto startup that hardwires AI models directly into silicon. Executives were still pouring champagne when an X post rattled the whole industry: an unemployed engineer said he had spent the past six months dissecting Taalas' patents — and w

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EnvHarness: AI Agent Training Environments That Evolve

Google researchers have quietly open-sourced EnvHarness, a framework that makes AI agent training environments evolve alongside the agent itself — and the numbers suggest it is not a toy: up to a 9.0-point accuracy gain on held-out tasks with 9.8% fewer execution steps across five benchmarks in four domains. The core claim: today's hand-built training environments go stale the moment an agent impr

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