Direct Reports Drive Anthropic’s Growing Vulnerability Count
The company’s disclosure total has more than doubled since August. Most of the net increase sits in the route without the same external review—a useful distinction when judging what the expanding program delivers.
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Full history ›OpenAI Gives 20 Languages the Same Database Exam
MultiLangBench asks a model to build a database engine in a chosen language. The revealing part is the examiner: reference SQLite reads the file that implementation leaves behind.
Unsloth Can Reject a New Model to Keep Another Loaded
New Studio code gives chat, image and video models a choice: share GPU memory when possible, make room, or refuse a disruptive load. When media does displace chat, it can also save the primary GGUF model’s cached work.
Pi Can Park Agent Tasks Until the Host Wakes Them
Pi’s experimental durable harness now stores a sleeping task’s deadline and next step, letting a host alarm bring execution back later. The change separates continuing work from a continuously running process.
Goose Replaces V8 Without Giving Up Tool Batching
The agent’s development branch swaps PCTX’s Deno-based runtime for Boa. It keeps the ability to discover tools and compose their results, while removing generated TypeScript and a chain of build workarounds.
How AI Agents Work
The long-form map behind the daily paper: context, tools, loops, memory, delegation, safety, interface, and trust.