🚀 Models & Releases
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Anthropic is sunsetting the legacy Workbench (
platform.claude.com/workbench) on August 17, 2026. Saved prompts, variables, and evals will not migrate to the new Workbench. Export data via the banner or Organizational Settings before the deadline. (Anthropic API docs) -
Google Gemini deprecated
temperature,top_p, andtop_ksampling parameters. These are now ignored in the latest models. Update inference calls to remove these parameters to avoid silent failures. (Gemini API docs) -
Poolside released Laguna S 2.1, a 118B total parameter (8B active) coding agent scoring 70.2% on Terminal-Bench 2.1. Available via OpenRouter. (OpenRouter)
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Meituan launched LongCat 2.0, a sparse MoE model with 48B active parameters (1.6T total), optimized for coding, repository-level changes, and agentic workflows. (OpenRouter)
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Google released Gemini 3.6 Flash (high-efficiency for coding/agentic workflows) and Gemini 3.5 Flash-Lite (upgraded agentic subagent capabilities). (OpenRouter, OpenRouter)
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Microsoft open-sourced Mage-Flow-Edit models (Base, Turbo, full) for instruction-based image editing via rectified flow. MIT-licensed, available on Hugging Face. (Hugging Face)
🔬 Research
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Evidence-Aware RL paper tackles repetitive copying in long-context reasoning, proposing a method to ground outputs in retrieved evidence. (arXiv:2607.19345v1)
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Appearance Pointers enables precise regional control in Diffusion Transformers (DiTs) for multimodal image generation. (arXiv:2607.19344v1)
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CodeRescue introduces budget-calibrated recovery routing for coding agents, optimizing cost vs. accuracy in multi-model workflows. (arXiv:2607.19338v1)
⚙️ API & Deprecations
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Weaviate v1.38.6 includes breaking changes to the REST API response envelope:
{id, properties, references, metadata}. Update clients to handle the new structure. (GitHub release) -
Anthropic Python SDK v0.117.1 fixes AWS credential handling in
AnthropicAWS.copy(). Upgrade if using AWS integrations. (GitHub release) -
OpenAI Codex v0.145.0 adds experimental paginated thread history, sub-agent support, and expanded
/importfor Cursor/Claude Code settings migration. (GitHub release)
⚖️ Regulation & Society
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EU AI Act: European Commission published guidelines on transparency obligations. Review for compliance if deploying models in the EU. (RAPS)
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US: Sen. Rounds introduced the Homestake AI Act to accelerate disease research via AI. (KOTA Territory News)
💡 À retenir
- Anthropic’s Workbench sunset (Aug 17) and Gemini’s sampling parameter deprecation require immediate action to avoid breaking changes in production. Export data and update inference calls now.
- LongCat 2.0 (Meituan) and Laguna S 2.1 (Poolside) offer new options for coding/agentic workflows, with LongCat’s 1.6T total parameters standing out for long-horizon tasks.