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AI This Week with PlsAutomate · October 3 · 45 min

Small Models, Big Wins

No big model launches this time. Instead, small and smart beat big and expensive. Here's the AI news from October 2, 2026: • Anthropic is spending $100M to train 10,000 engineers to deploy Claude in real companies. • ServiceNow released AutoSynthData: agents turn their own failures into new training tasks. • Ai2 open sourced AstaBrief 8B, a small model that writes cited science reports about 3.5x faster. • GitHub made Copilot code review callable through its API and retired several older models. • An AI called Ataraxos beat the best Stratego player ever, 15 wins to 1. Its training cost under $8,000. • Researchers warn that labs sometimes test their most capable agents with safeguards switched off. • OpenAI let go three safety researchers over the handling of confidential information. • Jay Clayton, the U.S. intelligence chief, is reportedly set to become Trump's top AI adviser. • Most European companies pay for AI with their own cash rather than loans. The takeaway: You don't always need the biggest model. Small specialized models, good structure and learning from failures often win on speed, cost and reliability.

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No big model launches this time. Instead, small and smart beat big and expensive. Here's the AI news from October 2, 2026:

• Anthropic is spending $100M to train 10,000 engineers to deploy Claude in real companies.
• ServiceNow released AutoSynthData: agents turn their own failures into new training tasks.
• Ai2 open sourced AstaBrief 8B, a small model that writes cited science reports about 3.5x faster.
• GitHub made Copilot code review callable through its API and retired several older models.
• An AI called Ataraxos beat the best Stratego player ever, 15 wins to 1. Its training cost under $8,000.
• Researchers warn that labs sometimes test their most capable agents with safeguards switched off.
• OpenAI let go three safety researchers over the handling of confidential information.
• Jay Clayton, the U.S. intelligence chief, is reportedly set to become Trump's top AI adviser.
• Most European companies pay for AI with their own cash rather than loans.

The takeaway: You don't always need the biggest model. Small specialized models, good structure and learning from failures often win on speed, cost and reliability.

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