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thoughts, updates, and insights from the superagent team.
Introducing DFIP: Faster inference for decision models
PPLX-Decider went from 74.54 ms to 30.14 ms on short yes/no requests. DFIP studies how to reduce decision model latency and where the gains hold up.
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The OpenAI / Hugging Face incident and the case for autonomous security
OpenAI evaluation agents reached Hugging Face through a chain of familiar software and access-control failures. The incident shows why security has to connect detection, investigation, and repair.
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When a Trusted Contributor Gets Compromised
We analyzed 8,897 evidence-backed GitHub posture findings to measure how repository controls limit a compromised contributor.
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When Terminal Output Owns Your Clipboard: OSC 52 in Warp
Affected Warp builds honored OSC 52 clipboard escape sequences from terminal output, allowing silent clipboard reads and writes with no default-deny gate.
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Frontier models miss 57% of threats in agent context
We ran 485 real artifacts through Claude 4.6 Opus with a security-focused system prompt. The model missed 57% of the threats brin had already identified. Here's the full breakdown.
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We Bypassed Grok Imagine's NSFW Filters With Artistic Framing
Text-to-image safety is broken. We generated explicit content of a real person using basic compositional tricks. Here's what we found, why it worked, and what this means for AI safety systems.
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