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Dive into a collection of past posts and rediscover timeless content.
More capable coding agents are better at hiding distributed attacks, not worse.

Jul 3, 2026

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8 min read

More capable coding agents are better at hiding distributed attacks, not worse.

And the strongest 4-monitor ensemble the paper could build still lets 47% of gradual attacks through.

Meta FAIR built a self-grading data factory: the same model writes the questions, judges the answers, and accepts the examples.

Jul 2, 2026

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4 min read

Meta FAIR built a self-grading data factory: the same model writes the questions, judges the answers, and accepts the examples.

Autodata says agents replace data scientists. The paper uses three different AI models in a closed loop, and the same model grades the test it designed the training data for. We read the math. Here is what the headline is hiding.

Anthropic shipped Claude Sonnet 5. The system card says it is worse at cybersecurity than 4.6.

Jul 1, 2026

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9 min read

Anthropic shipped Claude Sonnet 5. The system card says it is worse at cybersecurity than 4.6.

The launch pricing is $2 / $10 per million tokens, and ends August 31, 2026. Then the price doubles.

Meta’s Brain2Qwerty v2: more data, real-time, and still a long way from a patient

Jun 30, 2026

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5 min read

Meta’s Brain2Qwerty v2: more data, real-time, and still a long way from a patient

Meta fine-tuned an LLM on noisy neural data. No surgical implant.

OpenAI Designed a Chip in Nine Months

Jun 26, 2026

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3 min read

OpenAI Designed a Chip in Nine Months

Built for language model inference, with the lab's own models accelerating the work.

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