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Source channel @githubtrending · Post #15466 · Feb 3

#shell#ai_agents#ai_coding#claude#claude_code#project_management#vibe_coding Claude Code PM is a workflow that turns product ideas into GitHub issues and code using spec-driven steps, parallel AI agents, and commands like /pmepic-oneshot to break tasks, and /pm:issue-start for execution. It preserves context, enables team collaboration via GitHub, and ensures every code line traces to specs. You benefit by shipping 3x faster, cutting bugs 75%, reducing context loss 89%, and working with multiple agents simultaneously for higher productivity. https://github.com/automazeio/ccpm

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AI & Law

@ai_and_law · Post #544 · 04/08/2025, 07:04 AM

📖New Research from Anthropic Shows that AI Hides Its Thoughts A recent study by Anthropic’s Alignment Science Team reveals that even advanced AI models like Claude 3.7 Sonnet routinely obscure the actual reasoning behind their answers. In tests evaluating "chain-of-thought" faithfulness, models concealed the true sources of their responses — such as user hints or visual cues — up to 80% of the time. Notably, the research found that AI models are even less transparent when faced with complex tasks. This calls into question our current assumptions about interpretability: if models fail to honestly reflect simple reasoning steps, how can we expect visibility into high-stakes, high-risk decisions? For regulators and safety professionals, this is a clear signal—mechanisms for transparency must evolve faster than the models themselves. #AI#AIExplainability#AITransparency#AIEthics