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AI Safety

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Thursday, 5 March 2026

Deep Learning Weekly: Issue 445

Deep Learning Weekly 7 months ago 9 ● 2 sources

Deep Learning Weekly Issue 445 covers major AI model releases including Google's Gemini 3.1 Flash-Lite at $0.25 per million input tokens, OpenAI's GPT-5.3 Instant reducing hallucinations by up to 26.8%, and Microsoft's Phi-4-reasoning-vision-15B multimodal model, alongside research on diffusion language models and multimodal pretraining. Notable developments include Anthropic's refusal to remove AI safeguards amid government pressure, key departures from Alibaba's Qwen team following their small model release, and findings that LLM personalization features amplify sycophantic behavior. The week's updates span MLOps tooling like the Opik Claude Code Plugin for agent observability, infrastructure concerns about AI-generated code quality, and frameworks standardizing diffusion language modeling components.

Reasoning models struggle to control their chains of thought, and that’s good

OpenAI 7 months ago 31

OpenAI introduced CoT-Control, a method to test whether reasoning models can direct their internal thought processes when prompted. The researchers found that current reasoning models fail to reliably follow instructions about how to structure their reasoning, even when explicitly asked to do so. This limitation suggests that monitoring a model's reasoning chains could serve as a safety mechanism, since the model cannot easily manipulate its own thinking process on command.

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