Strategic Deception in AI: What Anthropic’s Controlled Experiments Actually Show
Anthropic's strategic deception research explained: what controlled experiments reveal about alignment faking in frontier AI models.
THE KNOWLEDGE DESK
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Clear explanations of AI and technology. A space to understand what matters, build something new, and explore what comes next.
AI Bedtime Stories: A Safer, More Useful Workflow for Families
Create AI bedtime-story drafts with fictional details, adult review, practical rewrite examples, and an honest time budget.
MLOps CI/CD That Holds Up: A Reproducible Pipeline from Data to Rollback
A reproducible MLOps CI/CD pipeline protocol: artifact manifests, automated quality gates, continuous training, and rollback designs.
LLM Evaluation That Holds Up: A Reproducible Comparison Workflow
How to reliably evaluate LLMs: a reproducible comparison workflow and worksheet for testing accuracy and task completion times.
ChatGPT Plus vs Perplexity Pro: A Decision Test for Research Workflows
ChatGPT Plus vs Perplexity Pro: a side-by-side decision test comparing research depth, source attribution, and workflow efficiency.
Can DeepSeek and ChatGPT Reason About Civilization VI? A Reproducible Suzerain Test
Can DeepSeek and ChatGPT reason about Civilization VI? A reproducible test evaluating game rule comprehension and state ranking.
Meta’s VideoJAM Explained: Why Motion Coherence Matters in AI Video
Understanding Meta's VideoJAM: why motion coherence, joint appearance-motion modeling, and Inner-Guidance matter for AI video.
Build a Minimal Tool-Calling AI Agent in Python
Step-by-step guide to building a minimal, reproducible tool-calling AI agent in Python with bounded retries and safety checks.
ComfyUI for Non-Developers: A Real txt2img Workflow with KSampler, VAE, and VRAM Checks
A practical ComfyUI guide for non-developers: mastering txt2img, KSampler, VAE decoding, and resolving VRAM bottlenecks.