What’s new. What matters. What do you think?
PAST-Bench tests agent memory across clean sessions. A new TEPA update shows why useful memory also needs explicit validity, revocation, and an audit trail.
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Open the full discussionGoogle's Gemini embedding preview reaches its listed shutdown date on August 10, while three Imagen 4 endpoints follow on August 17.
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Gemini Managed Agent hooks can block sandbox tool calls, but failures and timeouts allow the action. Here is the safer control design.
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Grok Imagine Image 2.0 is live in xAI's web and mobile apps with stronger editing tools. Developer API access is still coming soon.
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Replit Agent now scans changed files automatically with Semgrep. It is a useful first layer, not a full application security audit.
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Claude Managed Agents can now pause at a session budget. The cap is useful, but one active request per thread can still push past it.
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Lattice compresses first-stage retrieval into a 7.94 MB lookup table. We reproduced the artifact and mapped where its speed trade breaks.
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OpenAI's first country-level ChatGPT usage data shows work shifting from asking to doing, multimedia rising, and older users gaining share.
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Copilot metrics now identify more custom tools and break out usage by client. Check telemetry coverage, historical gaps and request definitions before comparing teams.
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LangChain's hosted Deep Agents runtime is now public beta. Here is what it manages, and the memory, identity, tool, trace, and schedule policies teams still own.
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California's AI transparency duties became operative August 2. Here is the provider threshold, disclosure system, platform calendar, penalties, and builder checklist.
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Claude Code sessions can now exchange plain-text messages. Here is how delivery, permissions, remote replies, held messages, and administrative controls work.
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