Abstract: Code reuse in software development frequently facilitates the spread of vulnerabilities, making the scope of affected software in CVE reports imprecise. Traditional methods primarily focus ...
Ongoing research into AI agent framework security identified an exploit chain in AutoGen Studio (AutoGen’s open-source prototyping user interface) that allows untrusted web content rendered by a ...
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The companies at the frontier of artificial intelligence should be ready to slow down, one of the fastest-moving among them says. Anthropic, the maker of the Claude chatbot, has claimed AI systems may ...
Most discussions of recursive self-improvement treat it as a future event. Anthropic's new report from the Anthropic Institute repositions it as a process already underway, with internal data to ...
Claude now authors over 80% of the code Anthropic merges into production. Engineers shipped 8 times as much code per day in 2026 as in 2024. On a code-speedup test Claude hit 52x, versus 4x for ...
In the rest vs exhaust tracking Day 2-3, we apply Valueva et al.'s (2020, peer-reviewed) fixation trace paradox (performance improvement + trace invariance) and Koppel et al.'s (Memory 2014, 48 ...
MemTrace helps developers understand why an LLM memory system gives a wrong answer. A memory system may read many user messages, extract facts, update stored memories, delete outdated memories, ...
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