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Material AI ecosystem news with primary-source evidence.

Verified news · Practical guide

GPT-5.6 and Gemini 3.7 Flash: What API Users Should Verify Now

Two current model updates emphasize coding and agent workflows, but migration decisions still depend on model IDs, interfaces, limits and representative tests.

Official sourcesHuman checked
GPT-5.6Gemini 3.7 FlashAI model news
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Verified news · Policy update

Cerebras starter credits require payment verification

What the current starter-credit rule changes for users expecting a no-card free API route.

Official sourceAccess impact
Cerebrasstarter credits
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