Deep research briefs, slide decks, and podcasts generated by Rook and Gambit. Each entry links to all available formats.
A talk-prep brief on the responsible use of AI deep research for clinical residents: why the 'hallucination solved' rhetoric faded, the failure modes that matter (fabricated citations, source mismatch, silent failure), what independent evaluation shows about deep-research agents, and the verification-first workflow and clinical consensus (ICMJE, WHO, AMA) for using AI references responsibly.
David Fortin's five-level framework for Microsoft 365 Copilot mastery, from basic prompting through the GCES framework, app integration, custom agents, and Co-Work multi-step automation — with demonstrated productivity and cost outcomes.
A practical teaching guide showing how to configure Microsoft 365 Copilot in Outlook as an executive assistant, covering email prioritisation, inbox rules, calendar automation, focus time booking, project summaries, and AI-generated meeting agendas.
Sol Rashidi, the world's first enterprise Chief AI Officer, warns that over-reliance on AI causes intellectual atrophy and outlines five principles for standing out by thinking better, not faster.
Dave Blundin discusses the critical importance of talent density, speed, and trust in founding teams for high-velocity environments.
Anthropic launched Claude Science, an AI workbench integrating 60+ curated scientific skills, automated compute management, and reproducible artifact generation.
Gergely Orosz keynote on AI adoption cautionary tales, token maxing, and the quality crisis in software engineering — with talk-ready quotes and stories.
Cory Doctorow argues the AI industry is a $1.4 trillion bubble built on growth narratives, not utility. His reverse centaur framework and I Love Lucy analogy are powerful tools for AI talks.
Matthew Berman's Hermes tutorial analyzed for power users: self-healing skills, task automation, model routing, plugins, and memory workflows.
Scott Hanselman (VP/GitHub) argues AI is the fourth decade of panic. Covers preceptorship model, 'oneshotted Minecraft' story, Tiny Tool Town, and career advice for engineers.
Alex Finn argues that government restrictions on frontier models and rising hardware costs make local AI a strategic necessity, covering hardware tiers, software stack (Tailscale + Hermes), and always-on use cases.
Analysis of 8 major Hermes Agent updates through the lens of Steve's Telegram-native vault pipeline workflow, with actionable adoption recommendations.
Analysis of 9 free AI coding skills/plugins through the lens of Steve's Hermes+OpenClaw Provenance Labs workflow, with actionable recommendations for pipeline integration.
AI training session resource covering 8 new Teams features for staff and faculty — PPT Live refresh, flexible panes, shared notes, efficiency mode, chat organization, new webinar UI, 10K attendees, and private presenter chat.
Head-to-head comparison of three leading AI models on real-world agentic coding tasks — browser game development, landing page creation, and DeepSWE Bench performance analysis.
Eric Michaud presents six structured prompts for getting consistent results from AI coding agents: Interview Me, Implementation Spec, Parallel Sub-Agents, Verification, Save Context, and the Automation Ladder.
Ponytail is a Claude Code plugin (48K+ GitHub stars) that enforces YAGNI as a disciplined six-rung ladder, cutting ~54% of AI-generated code while maintaining 100% safety on adversarial security tests.
Complete setup tutorial for GLM 5.2 in Claude Code: 5x cheaper than Opus, per-project model switching, VS Code integration, and 80/20 decision framework.
Complete walkthrough of Copilot Notebooks for workforce training: grounded AI on your files, audio overviews, study tools, content generation, and team sharing.
Hands-on walkthrough of Copilot Cowork GA: Copilot Credits, Skills/Plugins/MCP, enterprise security, and when Cowork beats M365 Copilot or Anthropic Cowork. Health system implications included.
Why health systems should reframe AI from vendor strategy to institutional learning system. Based on Satya Nadella's token capital framework and The AI Daily Brief episode.
How process provenance — cryptographically verifiable records of a document's analytical trajectory — defends academic authenticity in the age of hybrid human-AI writing, powered by Karpathy's LLM Wiki pattern and Condrey's Witnessd framework.
Deep-research evaluation of AutoResearchClaw v0.5.0 — the multi-agent autonomous research pipeline — its competitive landscape, and recommendation for adoption within the Grambow Scholarly OS.
Assesses the research gap for a 'Process Provenance' standard documenting AI-augmented scientific ideation. Examines Karpathy's LLM Wiki as a viable implementation pathway for a Science Flight Recorder, against the backdrop of NIH NOT-OD-25-132 and the Genesis Mission Executive Order.
Survey of labor-market data portals, job-posting feeds, and workforce analytics sources for the Raleigh–Durham Triangle region.
Literature gap analysis for JCTS special issue — synthetic data as PHI-avoiding substrate for pre-data-lock pipeline validation.
Rapid research brief for tomorrow's meeting with Brian Creighton — partnership model, Briya's U.S. growth strategy, Luminate's RWD/RWE differentiators.
Publication strategy for the From Evidence to Impact RWE series — audience analysis, editorial landscape, pitch guidance.