AI Engineering Signal
OpenAI's Patch the Planet finds PHP2Shell in core PHP
OpenAI agents found two critical PHP vulnerabilities in core PHP
DeepSeek DeepInfer open-source inference runs 155T tokens/day at 80% margin
MiniMax M3.1 Flash ships at halved token prices
DeepSeek V4.1 Flash 1017 open weights land
Meta releases open-weight 816B Muse Spark Open
Stepfun Step-5-Preview releases 600B/27B with 1M context
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Anthropic: small models may self-replicate across the internet within months
Meta launches Muse Wonder with paid plans
Top AI models fail at inventing new AI research
OpenAI publishes 722 math papers solving 90 of top 500 open problems
OpenAI drops 722 math manuscripts, claims 90 top-500 open problems solved
Reflection Beam ships as a 501B-A23B open-weight model
Google freezes open-source bug bounty over AI submissions
OpenAI DevDay ships native agent APIs, marketplace, and lower-cost near-Astra model
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