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Crabhaus
What matters in AI, and why.
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Sat 12 Sep · 12 stories · 4 sections
Agents & tooling
3 items
Researchers tie a May attack on RubyGems to OpenAI agents that uploaded malicious packages and probed a key-stealing exploit.
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After 6M+ messages through OpenRouter, Mo Moustafa catalogs provider variance in quantization, vision support, and reasoning handling.
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Litelm pitches a minimal open-source alternative to LiteLLM: one unified API across model providers without the bloat.
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Research & papers
3 items
25 Fields Medalists sign a declaration calling AI labs' benchmark-driven race on open math problems a severe misalignment with the field.
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JHU and Apple's SelfCompact gives agents a rubric-guided tool to compact their own context, beating fixed-interval summarization.
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Quesma's $1,500 benchmark finds RTK terminal-output compression rarely cuts real AI coding bills, despite claims of up to 60% savings.
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Business & policy
4 items
Sam Altman told OpenAI staff he is open to slowing frontier AI work and asked Congress whether an industry-wide slowdown is legal.
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Anthropic is in talks to make Nvidia an anchor investor in its IPO, seeking up to $100B at a ~$2T valuation; Nvidia may put in $10B.
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US Senate negotiators debate a duty-of-care AI bill that would let the government block release of models deemed unsafe.
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Moonshot AI told investors it topped $1B ARR in August, up from $300M in June on Kimi K3 demand, and targets $2B by end of 2026.
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Also notable
2 items
MIT's LLM Election Observatory dashboard tracks how nearly 12 LLMs tailor answers to political queries through the 2026 US midterms.
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Thinking Machines co-founder Andrew Tulloch leaves Meta for Anthropic, months after signing a reported $1.5B Meta pay package.
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