What’s new. What matters. What do you think?
Eleven v4 and v4 Turbo are available through different API paths. The right choice depends on dialogue quality, latency, request size and credit use.
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Open the full discussionGoogle DeepMind has demonstrated a protein watermarking method on three targets. It is a proof of concept, not a universal biosafety control.
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Gemini 4 Argon API access, pricing and output limits, plus a downloadable 18-check coding fixture pack with an explicit testing method.
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Google is replacing Gemini Gems with Skills on different schedules for personal, business and education accounts. Here is what moves, what does not and what to back up.
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Cloudflare Threat Signals is generally available with one free RSS feed and up to 30 days of data. Extracted indicators still need review before enforcement.
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Google’s sandbox SDK targets the waiting time in agentic reinforcement learning. Its 45× headline concerns tail startup latency under stated conditions.
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Grok Team Bots adds a shared operating model in public beta. Private conversations, team memory and shared connector credentials have different boundaries.
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Cloudflare’s cf CLI is in open beta. Start with account commands, understand the migration boundary and keep a tested route back to Wrangler.
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Hugging Face reports 29 fixes from its Serge workflow. The useful lesson is how a failure becomes a verified patch, a reviewed PR and an accepted fix.
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ChatGPT plugin extensions add sidebar apps, conversation panels, file handlers and desktop composer mentions. Here is a builder's map of each surface and its rollout limits.
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OpenAI dots can research connected apps in the background and carry out approved work. This guide separates read-only activity, actions, account access and rollout limits.
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GPT-6.1 Sol is in the API, ChatGPT Work and Codex, but not Chat. Here is what its token rates mean for cached and long-context jobs, plus a migration test.
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