WRITING AND EXPERIMENTS BY RAVI PAL

THE PUBLISHED RECORD

Article

  • Keeper · Ownership

    The Keep

    What a company must own when machines can do the rest “The question is not what the machine can attain. It is what we can keep.” Common Wealth,…

  • Spark · Ideas

    The check passed. Nobody signed it.

    Five things I read at primary this month on how AI work gets checked and approved. Unconnected sources, one finding, and it turns out to be a number…

  • Spark · Ideas

    Continuous Learning: AI That Gets Smarter

    Building Trust in AI Part 7 of 9 January 2026 15 min read Continuous Learning: AI That Gets Smarter How AI systems can learn from every interaction without…

  • Beacon · Evidence

    Responsible AI: Explainability You Can Actually See

    Building Trust in AI Part 4 of 9 December 2025 12 min read Responsible AI: Explainability You Can Actually See When AI makes decisions that affect people, “it’s…

  • Spark · Ideas

    Guardrails & Evaluation: Safety You Can See

    Building Trust in AI Part 3 of 9 December 2025 18 min read Guardrails & Evaluation: Safety You Can See Content filtering and quality assessment – two sides…

  • Beacon · Evidence

    Intelligent Routing: The Entry Point to Trust

    Building Trust in AI Part 1 of 9 December 2025 12 min read Intelligent Routing: The Entry Point to Trust Understanding how AI systems select models is the…

  • Beacon · Evidence

    Building Trust in AI:A Local-First Approach

    9-Part Blog Series Building Trust in AI:A Local-First Approach Understanding how AI workflows work to build confidence in their decisions. Because real trust comes from transparency, not blind…

  • Beacon · Evidence

    Agent Observability: Understanding How AI Agents Work

    Building Trust in AI Part 6 of 9 December 2025 16 min read Agent Observability: Understanding How AI Agents Work Comprehensive metrics for AI agent behavior, performance, and…

  • Beacon · Evidence

    Governance: Complete Audit Trails

    Building Trust in AI Part 5 of 9 December 2025 11 min read Governance: Complete Audit Trails Who did what, when, and why? Governance is about answering those…

  • Beacon · Evidence

    Knowledge & Grounding: Context You Can Verify

    Building Trust in AI Part 2 of 9 December 2025 10 min read Knowledge & Grounding: Context You Can Verify How RAG systems provide context to LLMs –…