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Anthropic team details shift to continuous AI code review

October 17, 2026 · 13 min

Show notes

AI Voices, with Maya. Your morning AI catch-up: like spending the last 24 hours in a Silicon Valley coffee shop, with an ear on China and the wider world. An independent roundup of the conversations, announcements and debates shaping AI, grounded in the original sources. In this edition: - Anthropic Claude Code Team Advocates Shift to Continuous AI Pre-Review Over Human-Only Gating - StepFun Releases Step 5 Preview 600B Sparse MoE Model Weights Supporting Up to 1M Context Tokens - DeepSeek Upgrades V4.1 Flash Model and Launches In-House Search API - OpenAI details Itaú's conversational AI pilot and internal governance platform - TypeSafe launches structured-decision model Jev as sector survey catalogues emerging alternatives - Software educator Matt Pocock argues AI coding agents elevate need for testing and communication fundamentals Original voices and sources: - https://simonwillison.net/2026/Oct/16/code-review/ - https://huggingface.co/stepfun-ai/Step-5-Preview - https://api-docs.deepseek.com/updates/?ref=explainx - https://openai.com/index/itau-generative-ai/ - https://typesafe.ai/blog/introducing-system-one-models-and-jev - https://www.marktechpost.com/2026/10/17/20-jev-alternatives-the-decision-models-taking-on-typesafe-in-2026/?amp=1 - https://www.youtube.com/watch?v=Z8lf5oWKfj0 Follow AI Voices on your favourite podcast platform for a fresh catch-up each morning. Explore the original voices and sources in the episode notes. Commentary and forecasts are attributed to their authors. AI Voices is an independent synthesis by Global Advisors.

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