log

Activity Log

Append-only record of ingests, queries, and lint passes.

[2026-09-08] ingest | Ingested 8 Nate B Jones videos (Batch Ingestion)

• Ingested Videos:
  1. IHQzN2rFj2k - “Friction maxing…How I avoid AI brainrot ai criticalthinking claude productivity aitools”
  2. L9xXnPqVfnM - “OpenAI, NVIDIA And Anthropic Just Split. Here’s How I’d Spend $20,$60 Or $200.”
  3. amZ6kRkc4z8 - “Why you still need human feedback”
  4. 55rDzRkUVdE - “Everyone’s Testing Claude Fable 5.1 On Code. It Made Me A 37-Second Film.”
  5. nW-X5EkOnLw - “I told Fable 5.1 to make a film. It wrote the whole thing in code. ai fable5 blender 3d design”
  6. 1qGH6NwTj3o - “GPT-6 Astra Doesn’t Need Your Instructions Anymore.”
  7. LGKW-nLUkp4 - “Fable 5.1 is quietly 45% cheaper to run ai fable5 anthropic apibuilders tokens”
  8. ix8SsXjBc7M - “There Are Jobs You Could Never Give AI. I Gave GPT-6 Astra 20 Hours Of Admin.”
• Added raw transcripts:
  • raw/IHQzN2rFj2k_transcript.md
  • raw/L9xXnPqVfnM_transcript.md
  • raw/amZ6kRkc4z8_transcript.md
  • raw/55rDzRkUVdE_transcript.md
  • raw/nW-X5EkOnLw_transcript.md
  • raw/1qGH6NwTj3o_transcript.md
  • raw/LGKW-nLUkp4_transcript.md
  • raw/ix8SsXjBc7M_transcript.md
• Created source files:
  • wiki/sources/friction-maxing-how-i-avoid-ai-brainrot.md
  • wiki/sources/openai-nvidia-anthropic-split-how-to-spend-20-60-200.md
  • wiki/sources/why-you-still-need-human-feedback.md
  • wiki/sources/everyones-testing-claude-fable-5-1-on-code-film.md
  • wiki/sources/i-told-fable-5-1-to-make-a-film-it-wrote-the-whole-thing-in-code.md
  • wiki/sources/gpt-6-astra-doesnt-need-your-instructions-anymore.md
  • wiki/sources/fable-5-1-is-quietly-45-percent-cheaper-to-run.md
  • wiki/sources/there-are-jobs-you-could-never-give-ai-gpt-6-astra-20-hours-admin.md
• Created entity files:
  • wiki/entities/gpt-6-astra.md (OpenAI flagship AGI-tier frontier model, super-agents pioneer, autonomous method selection, Ethan Mollick 5-day knowledge test, Jalapeno inference silicon)
  • wiki/entities/fable-5-1.md (Anthropic frontier release, procedural 3D modeling in Blender via Python, DCF modeling on low effort, 45% token efficiency, anti-metaphor prose)
• Created concept files:
  • wiki/concepts/super-agents.md (Long-horizon autonomous systems selecting tools/methods, shift from intelligence benchmarks to Trust Curve)
  • wiki/concepts/manager-loops.md (Supervisory agent pattern: conversational intake interview, task decomposition, sub-agent dispatch, cross-system unblocking)
  • wiki/concepts/recipe-cards.md (Standardized post-prompt operational specification: scope, intake questions, autonomous execution boundaries, human approval gates)
• Updated entity files:
  • wiki/entities/openai.md (Added GPT-6 Astra release, Jalapeno / Project Habanero custom silicon, Cursor model termination)
  • wiki/entities/anthropic.md (Added Fable 5.1 release, multi-cloud infrastructure strategy across AWS/Google/SpaceX Colossus, open surface distribution)
  • wiki/entities/fable-5.md (Updated succession by Fable 5.1)
  • wiki/entities/nate-b-jones.md (Integrated 3 industrial AI camps, practical AGI, super agents, manager loops, recipe cards, and spend allocation frameworks)
• Updated concept files:
  • wiki/concepts/friction-maxxing.md (Linked new short video sources)
  • wiki/concepts/prompt-caching.md (Integrated Fable 5.1 ~45% token efficiency synergy)
• Updated index: wiki/index.md

[2026-09-01] ingest | Ingested 3 Nate B Jones videos (Batch Ingestion)

• Ingested Videos:
  1. qYe1GsMRElw - “Runable Raised $21 Million On Agents That Finish. Nobody Told Yours What Done Means.”
  2. L4vlYjFDVSk - “How to use AI to become smarter ai productivity aitools futureofwork criticalthinking”
  3. 1lO8aNSLPJc - “Apple’s New Mac Line is Built Around Local AI. The Bet Is You’d Rather Own Than Rent.”
• Added raw transcripts:
  • raw/qYe1GsMRElw_transcript.md
  • raw/L4vlYjFDVSk_transcript.md
  • raw/1lO8aNSLPJc_transcript.md
• Created source files:
  • wiki/sources/runable-raised-21-million-on-agents-that-finish.md
  • wiki/sources/how-to-use-ai-to-become-smarter.md
  • wiki/sources/apples-new-mac-line-is-built-around-local-ai.md
• Created concept file:
  • wiki/concepts/definition-of-done.md (Operational definition of done across Enterprise, SMB, and Entrepreneur tiers, Second-Best Engineer rule, cyclomatic complexity limits, Unplug Test)
• Created entity file:
  • wiki/entities/runnable.md (GTM agent startup raising $21M Series A focused on end-to-end execution)
• Updated entity files:
  • wiki/entities/apple.md (updated with desktop M6/M5 Pro/Max/Ultra lineup, deskside always-on agent hubs, prosumer own vs. rent economics)
  • wiki/entities/hugging-face.md (updated with NVIDIA acquisition context and OpenAI 700-agent eval breakout report details)
  • wiki/entities/nate-b-jones.md (added operational definition of done, agent school pathology, and local AI ownership concepts)
• Updated concept files:
  • wiki/concepts/reinforcement-learning-with-verified-rewards.md (integrated agent school dynamics, grader reverse engineering, and cyclomatic bloat)
  • wiki/concepts/local-inference-hardware-moat.md (integrated own vs. rent economics, deskside multi-agent swarms, and middleware routing)
• Updated index: wiki/index.md

[2026-08-30] ingest | Ingested Nate B Jones video: “Prompt caching: this is what most builders ignore ai promptcaching claude apibuilders tokens” (ID: 8KE4hjghc60)

• Video URL: https://www.youtube.com/watch?v=8KE4hjghc60
• Added raw transcript: raw/8KE4hjghc60_transcript.md
• Created source file:
  • wiki/sources/prompt-caching-what-most-builders-ignore.md
• Created concept file:
  • wiki/concepts/prompt-caching.md (API prompt caching economics, 90% discount on repeated context, caching system prompts, tool schemas, and reference docs)
• Updated entity file:
  • wiki/entities/nate-b-jones.md (added key concept on prompt caching and harness plugin auditing, updated references)
• Updated index: wiki/index.md

[2026-08-29] ingest | Ingested Nate B Jones video: “How I Fight AI Brain Rot. Friction Maxxing With Codex, Grok And Claude.” (ID: CSCwaqVqHGE)

• Video URL: https://www.youtube.com/watch?v=CSCwaqVqHGE
• Added raw transcript: raw/CSCwaqVqHGE_transcript.md
• Created source file:
  • wiki/sources/how-i-fight-ai-brain-rot-friction-maxxing-with-codex-grok-and-claude.md
• Created concept files:
  • wiki/concepts/friction-maxxing.md (cognitive discipline of reversing friction removal, multi-model disagreement hunting, escaping gradient descent to the center)
  • wiki/concepts/agent-capability-disclosure.md (architectural and onboarding transparency, preventing deceptive plausible substitution like “The Wrong Spreadsheet”)
• Updated entity files:
  • wiki/entities/nate-b-jones.md (added section on Friction Maxxing & Anti-Brain Rot Workflows and references)
• Updated index: wiki/index.md

[2026-08-27] ingest | Ingested Nate B Jones video: “These are the people AI can’t replace ai futureofwork” (ID: Po7mWmEeEWs)

• Video URL: https://www.youtube.com/watch?v=Po7mWmEeEWs
• Added raw transcript: raw/Po7mWmEeEWs_transcript.md
• Created source file:
  • wiki/sources/these-are-the-people-ai-cant-replace.md
• Created concept file:
  • wiki/concepts/dark-factory-software-engineering.md
• Updated concept files:
  • wiki/concepts/commoditization-of-execution.md (integrated dark factory context and the “can we” vs. “should we” constraint shift)
  • wiki/concepts/future-of-work.md (added dark factories and unlimited engineering leverage)
• Updated entity file:
  • wiki/entities/nate-b-jones.md (updated theories and added source reference)
• Updated index: wiki/index.md

[2026-08-27] ingest | Attempted Nate B Jones video: “Agents Aren’t Taking Your Jobs. They’re Creating More Work Instead.” (ID: IpEaSa7tgfc)

• Video URL: https://www.youtube.com/watch?v=IpEaSa7tgfc
• Status: Transcript retrieval failed (YouTube HTTP 429 / IP rate limit blocked transcript fetch).
• Actions taken: Updated state tracker automation/last_processed.json to mark IpEaSa7tgfc as processed/handled.

[2026-08-26] ingest | Ingested 5 Nate B Jones videos (Batch Ingestion)

• Ingested Videos:
  1. joRXo6x7Pgk - “Nobody Laid Out The Five Kinds Of Software You Can Make. So I Did.”
  2. 4HvFqhtCb-A - “Stop Paying $200ForWorkAn$18 Model Can Do Inside Claude Code And Codex.”
  3. 0bLI31EFDDs - “OpenAI Pays $280,000 For This Job. You Don’t Have To Be An Engineer.”
  4. DgyQ5r6bnmc - “Stripe Paid $7.5 Billion For OpenRouter. You Are Living In The Age Of Startups.”
  5. _biYWRU6f34 - “This is the best way to choose an AI model”
• Added raw transcripts:
  • raw/joRXo6x7Pgk_transcript.md
  • raw/4HvFqhtCb-A_transcript.md
  • raw/0bLI31EFDDs_transcript.md
  • raw/DgyQ5r6bnmc_transcript.md
  • raw/_biYWRU6f34_transcript.md
• Created source files:
  • wiki/sources/nobody-laid-out-the-five-kinds-of-software-you-can-make.md
  • wiki/sources/stop-paying-200-for-work-an-18-model-can-do.md
  • wiki/sources/openai-pays-280000-for-this-job.md
  • wiki/sources/stripe-paid-7-5-billion-for-openrouter.md
  • wiki/sources/this-is-the-best-way-to-choose-an-ai-model.md
• Created concept files:
  • wiki/concepts/personal-software.md
  • wiki/concepts/forward-deployed-engineer.md
  • wiki/concepts/agentic-commerce.md
• Created entity files:
  • wiki/entities/stripe.md
  • wiki/entities/openrouter.md
• Updated entity files:
  • wiki/entities/glm-5-2.md (added GLM 5.3 details)
  • wiki/entities/nate-b-jones.md (updated core themes and added recent sources)
• Updated index: wiki/index.md

[2026-08-18] ingest | Ingested Nate B Jones video: “Your Agent Attacks Real People Now. Nobody Has To Ask It To.” (ID: 4f5AJrJPilM)

• Added raw transcript: raw/4f5AJrJPilM_transcript.md
• Created source file: wiki/sources/your-agent-attacks-real-people-now.md
• Created concept files:
  • wiki/concepts/skill-poisoning.md
  • wiki/concepts/swarm-attacks.md
  • wiki/concepts/agent-security-boundaries.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-08-17] ingest | Ingested Nate B Jones video: “AI Isn’t A Bubble. That’s How NVIDIA’s $500 Billion Push Ends Up In Your Retirement.” (ID: a-LF8VhwMeA)

• Added raw transcript: raw/a-LF8VhwMeA_transcript.md
• Created source file: wiki/sources/ai-isnt-a-bubble-nvidia-500-billion-push.md
• Created concept file:
  • wiki/concepts/ai-infrastructure-financing.md
• Created entity files:
  • wiki/entities/nvidia.md
  • wiki/entities/coreweave.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-08-17] ingest | Ingested Nate B Jones video: “Stop overthinking which AI to use. Do this.” (ID: 0QCoAfMzSJE)

• Added raw transcript: raw/0QCoAfMzSJE_transcript.md
• Created source file: wiki/sources/stop-overthinking-which-ai-to-use-do-this.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-08-15] ingest | Ingested Nate B Jones video: “Grok Bot Is The First AI Agent You Just Install. Is It Worth $200?” (ID: LM7Ft7g8qJw)

• Added raw transcript: raw/LM7Ft7g8qJw_transcript.md
• Created source file: wiki/sources/grok-bot-is-the-first-ai-agent-you-just-install.md
• Created entity file:
  • wiki/entities/grok-bot.md
• Updated entity files:
  • wiki/entities/nate-b-jones.md
  • wiki/entities/openclaw.md
• Updated index: wiki/index.md

[2026-08-14] ingest | Ingested Nate B Jones video: “Protect your family from voice AI scams. Here’s how” (ID: bC2VZlkvWXQ)

• Added raw transcript: raw/bC2VZlkvWXQ_transcript.md
• Created source file: wiki/sources/protect-your-family-from-voice-ai-scams.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-08-13] ingest | Ingested Nate B Jones video: “Three OpenAI Engineers Shipped A Million Lines. Your Ten-Hour Agent Run Starts Here.” (ID: HZLPhPbw3fM)

• Added raw transcript: raw/HZLPhPbw3fM_transcript.md
• Created source file: wiki/sources/three-openai-engineers-shipped-a-million-lines.md
• Created concept file:
  • wiki/concepts/progressive-context-shaping.md
• Created entity files:
  • wiki/entities/openai-symphony.md
  • wiki/entities/arise.md
• Updated concept file:
  • wiki/concepts/harness-design.md
• Updated entity files:
  • wiki/entities/nate-b-jones.md
  • wiki/entities/openai.md
  • wiki/entities/anthropic.md
  • wiki/entities/claude-code.md
  • wiki/entities/codex.md
• Updated index: wiki/index.md

[2026-08-12] ingest | Ingested Nate B Jones video: “Kill the questions … ai #2026 aiautomation” (ID: 51wR7XT_uiA)

• Added raw transcript: raw/51wR7XT_uiA_transcript.md
• Created source file: wiki/sources/kill-the-questions.md
• Updated concept file:
  • wiki/concepts/root-cause-support-automation.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-08-11] ingest | Ingested Nate B Jones video: “Anthropic’s Model Attacked Two Strangers On GitHub. Nobody Asked It To.” (ID: FCRT7M30Wtw)

• Added raw transcript: raw/FCRT7M30Wtw_transcript.md
• Created source file: wiki/sources/anthropics-model-attacked-two-strangers-on-github-nobody-asked-it-to.md
• Created concept files:
  • wiki/concepts/emergent-agent-ecology.md
  • wiki/concepts/recursive-self-improvement.md
• Created entity files:
  • wiki/entities/anthropic.md
  • wiki/entities/discovery-loop.md
  • wiki/entities/uk-aisi.md
• Updated concept file:
  • wiki/concepts/reinforcement-learning-with-verified-rewards.md
• Updated entity files:
  • wiki/entities/openai.md
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-08-10] ingest | Ingested 2 Nate B Jones videos

• Added raw transcripts:
  • raw/JIGaCPv44QI_transcript.md
  • raw/SVNLC4NLXjA_transcript.md
• Created source files:
  • wiki/sources/your-engineers-are-resisting-your-ai-rollout-3-things-turn-that-around.md
  • wiki/sources/how-to-use-ai-on-a-file-you-cant-upload.md
• Created concept file:
  • wiki/concepts/ai-rollout-resistance.md
• Created entity files:
  • wiki/entities/jensen-huang.md
  • wiki/entities/uber.md
• Updated concept files:
  • wiki/concepts/future-of-work.md
  • wiki/concepts/context-minimization.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-08-08] ingest | Ingested Nate B Jones video: “You’ve Seen Your Agent Do This. You Just Didn’t Call It Lying.” (ID: 2wVvdX0ZxVw)

• Added raw transcript: raw/2wVvdX0ZxVw_transcript.md
• Created source file: wiki/sources/youve-seen-your-agent-do-this-you-just-didnt-call-it-lying.md
• Created concept file:
  • wiki/concepts/reinforcement-learning-with-verified-rewards.md
• Updated concept files:
  • wiki/concepts/agent-verification-loops.md
  • wiki/concepts/harness-design.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-08-07] ingest | Ingested Nate B Jones video: “Open-source AI just took a scary turn” (ID: dx-0jU2Y0I4)

• Added raw transcript: raw/dx-0jU2Y0I4_transcript.md
• Created source file: wiki/sources/open-source-ai-just-took-a-scary-turn.md
• Created concept file:
  • wiki/concepts/open-source-cyber-threats.md
• Updated concept file:
  • wiki/concepts/open-weights-scaling-realities.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-08-06] ingest | Ingested 2 Nate B Jones videos

• Added raw transcripts:
  • raw/s6UhfGdwhrM_transcript.md
  • raw/AWGoOtNgw3c_transcript.md
• Created source files:
  • wiki/sources/what-ai-privacy-advice-always-misses.md
  • wiki/sources/ai-slop-is-costing-you-hours-heres-how-to-stop-sending-it.md
• Created concept file:
  • wiki/concepts/pro-authorship.md
• Updated concept file:
  • wiki/concepts/ai-slop.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-08-05] ingest | Ingested Nate B Jones video: “Are Chinese AI models actually catching up?” (ID: LnIJ-F1nWMw)

• Added raw transcript: raw/LnIJ-F1nWMw_transcript.md
• Created source file: wiki/sources/are-chinese-ai-models-actually-catching-up.md
• Updated concept file:
  • wiki/concepts/open-weights-scaling-realities.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-08-04] ingest | Ingested Nate B Jones video: “Leopold Aschenbrenner’s Warning Signal Apple Completely Missed” (ID: MtcUDEklLLo)

• Added raw transcript: raw/MtcUDEklLLo_transcript.md
• Created source file: wiki/sources/leopold-aschenbrenners-warning-signal-apple-completely-missed.md
• Created entity files:
  • wiki/entities/apple.md
  • wiki/entities/leopold-aschenbrenner.md
  • wiki/entities/citadel.md
• Created concept files:
  • wiki/concepts/local-inference-hardware-moat.md
  • wiki/concepts/situational-awareness-strategy.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-08-03] ingest | Ingested Nate B Jones video: “Don’t tell AI what to do in 2026. Do this instead ai aiagents codex fable5 automation” (ID: TRIO7lBfgNQ)

• Added raw transcript: raw/TRIO7lBfgNQ_transcript.md
• Created source file: wiki/sources/dont-tell-ai-what-to-do-in-2026.md
• Updated concept file:
  • wiki/concepts/agentic-problem-discovery.md
• Updated entity files:
  • wiki/entities/fable-5.md
  • wiki/entities/codex.md
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-08-03] ingest | Ingested Nate B Jones video: “If OpenAI And Anthropic Are Discouraging You, You’re Probably A Level 1 Builder.” (ID: lewY_0sJaWg)

• Added raw transcript: raw/lewY_0sJaWg_transcript.md
• Created source file: wiki/sources/if-openai-and-anthropic-are-discouraging-you-youre-probably-a-level-1-builder.md
• Created concept file: wiki/concepts/levels-of-ai-building.md
• Created entity file: wiki/entities/whisperflow.md
• Updated entity files:
  • wiki/entities/nate-b-jones.md
  • wiki/entities/openai.md
• Updated index: wiki/index.md

[2026-08-02] ingest | Ingested Nate B Jones video: “ChatGPT 5.6 is a dumber model. I love it.” (ID: lMiHRN8pzn4)

• Added raw transcript: raw/lMiHRN8pzn4_transcript.md
• Created source file: wiki/sources/chatgpt-5-6-is-a-dumber-model-i-love-it.md
• Updated entity file: wiki/entities/chatgpt-5-6.md
• Updated concept file: wiki/concepts/model-families.md
• Updated index: wiki/index.md

[2026-08-02] ingest | Ingested Nate B Jones video: “I Stopped Installing Claude Skills. Here’s What I Do Instead.” (ID: up0Bsf3f0Xc)

• Added raw transcript: raw/up0Bsf3f0Xc_transcript.md
• Created source file: wiki/sources/i-stopped-installing-claude-skills-heres-what-i-do-instead.md
• Created concept files:
  • wiki/concepts/skill-loading-architecture.md
  • wiki/concepts/agentic-skill-design.md
• Created entity file: wiki/entities/matt-pocock.md
• Updated concept file: wiki/concepts/harness-design.md
• Updated entity file: wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-31] ingest | Ingested Nate B Jones video: “The AI hype is real ai ainews tech ipo business” (ID: 9wBOqiGsQo8)

• Added raw transcript: raw/9wBOqiGsQo8_transcript.md
• Created source file: wiki/sources/the-ai-hype-is-real.md
• Created concept file: wiki/concepts/cheap-ai-capital.md
• Created entity file: wiki/entities/jersey-mikes.md
• Updated entity file: wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-30] ingest | Ingested Nate B Jones video: “A hack to build cheaper agents” (ID: TN3rglofqmE)

• Added raw transcript: raw/TN3rglofqmE_transcript.md
• Created source file: wiki/sources/a-hack-to-build-cheaper-agents.md
• Updated concept file: wiki/concepts/agent-flywheel.md
• Updated entity file: wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-30] ingest | Ingested Nate B Jones video: “Paste This Into Claude, Never Hit a Token Limit Again” (ID: Y8vAQ1FgNbM)

• Added raw transcript: raw/Y8vAQ1FgNbM_transcript.md
• Created source file: wiki/sources/paste-this-into-claude-never-hit-a-token-limit-again.md
• Created concept files:
  • wiki/concepts/reused-input-compounding.md
  • wiki/concepts/token-saver-skill.md
• Updated concept file:
  • wiki/concepts/harness-design.md
• Updated entity files:
  • wiki/entities/ringer.md
  • wiki/entities/claude-code.md
  • wiki/entities/codex.md
• Updated index: wiki/index.md

[2026-07-29] ingest | Ingested Nate B Jones video: “The Fable 5 ban taught companies one thing” (ID: l_060SZwBeo)

• Added raw transcript: raw/l_060SZwBeo_transcript.md
• Created source file: wiki/sources/the-fable-5-ban-taught-companies-one-thing.md
• Updated concept file: wiki/concepts/harness-design.md
• Updated entity file: wiki/entities/fable-5.md
• Updated index: wiki/index.md

[2026-07-28] ingest | Ingested Nate B Jones video: “How to pick an AI model in 2026” (ID: FyYRDeXbfW0)

• Added raw transcript: raw/FyYRDeXbfW0_transcript.md
• Created source file: wiki/sources/how-to-pick-an-ai-model-in-2026.md
• Created concept file: wiki/concepts/center-of-distribution-work.md
• Updated entity files:
  • wiki/entities/glm-5-2.md
  • wiki/entities/nate-b-jones.md
• Updated concept file: wiki/concepts/model-families.md
• Updated index: wiki/index.md

[2026-07-28] ingest | Ingested Nate B Jones video: “US AI Dominance Is Over: Here’s Why” (ID: JBzz53HqMEs)

• Added raw transcript: raw/JBzz53HqMEs_transcript.md
• Created source file: wiki/sources/us-ai-dominance-is-over-heres-why.md
• Created entity files:
  • wiki/entities/deepseek.md
  • wiki/entities/qwen.md
• Created concept files:
  • wiki/concepts/cost-per-accepted-result.md
  • wiki/concepts/industrial-ai-distillation.md
• Updated entity files:
  • wiki/entities/kimi-k3.md
  • wiki/entities/moonshot-ai.md
  • wiki/entities/ringer.md
• Updated concept file:
  • wiki/concepts/open-weights-scaling-realities.md
• Updated index: wiki/index.md

[2026-07-27] ingest | Ingested Nate B Jones video: “Everyone’s watching the wrong AI scoreboard” (ID: NRCFWQC6Mx4)

• Added raw transcript: raw/NRCFWQC6Mx4_transcript.md
• Created source file: wiki/sources/everyones-watching-the-wrong-ai-scoreboard.md
• Updated concept file:
  • wiki/concepts/shifting-ai-scoreboard.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-27] ingest | Ingested Nate B Jones video: “You Can Hand One AI Agent Your Worst Recurring Task. It Cleared 60% Of Mine.” (ID: 7pqRRxrdr0c)

• Added raw transcript: raw/7pqRRxrdr0c_transcript.md
• Created source file: wiki/sources/you-can-hand-one-ai-agent-your-worst-recurring-task.md
• Created concept file:
  • wiki/concepts/root-cause-support-automation.md
• Created entity file:
  • wiki/entities/gumroad.md
• Updated concept files:
  • wiki/concepts/high-trust-agentic-work.md
  • wiki/concepts/agentic-problem-discovery.md
  • wiki/concepts/future-of-work.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-25] ingest | Ingested Nate B Jones video: “Why does everything look the same now?” (ID: nYL2tunaHxA)

• Added raw transcript: raw/nYL2tunaHxA_transcript.md
• Created source file: wiki/sources/why-does-everything-look-the-same-now.md
• Created concept file:
  • wiki/concepts/commoditization-of-execution.md
• Updated concept file:
  • wiki/concepts/future-of-work.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-25] ingest | Ingested Nate B Jones video: “How to Use AI on Files You’re Not Allowed to Upload” (ID: EuVvLwWZ5wc)

• Added raw transcript: raw/EuVvLwWZ5wc_transcript.md
• Created source file: wiki/sources/how-to-use-ai-on-files-youre-not-allowed-to-upload.md
• Created concept files:
  • wiki/concepts/context-minimization.md
  • wiki/concepts/security-fatigue.md
• Created entity file:
  • wiki/entities/airlock.md
• Updated concept file:
  • wiki/concepts/local-ai-safeguarding.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-24] ingest | Ingested Nate B Jones video: “OpenAI’s AI broke loose in Hugging Face. Their defense? A Chinese model.” (ID: X-h3qWWoZiE)

• Added raw transcript: raw/X-h3qWWoZiE_transcript.md
• Created source file: wiki/sources/openais-ai-broke-loose-in-hugging-face.md
• Created concept files:
  • wiki/concepts/ai-autopilots.md
  • wiki/concepts/first-party-value-harvesting.md
• Created entity file:
  • wiki/entities/hugging-face.md
• Updated concept files:
  • wiki/concepts/harness-design.md
  • wiki/concepts/local-ai-safeguarding.md
• Updated entity files:
  • wiki/entities/openai.md
  • wiki/entities/glm-5-2.md
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-23] ingest | Ingested Nate B Jones video: “The AI Slop Problem Nobody’s Talking About | Substack CEO Interview” (ID: m_ZyTNmCDeY)

• Added raw transcript: raw/m_ZyTNmCDeY_transcript.md
• Created source file: wiki/sources/the-ai-slop-problem-nobodys-talking-about.md
• Created concept files:
  • wiki/concepts/ai-slop.md
  • wiki/concepts/high-perspective-ai-work.md
• Created entity files:
  • wiki/entities/substack.md
  • wiki/entities/chris-best.md
  • wiki/entities/pangram.md
• Updated concept file: wiki/concepts/future-of-work.md
• Updated entity file: wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-22] ingest | Ingested Nate B Jones video: “Yes, AI agents hallucinate. Here’s how mine caught itself.” (ID: fKJ_hlvqM2o)

• Added raw transcript: raw/fKJ_hlvqM2o_transcript.md
• Created source file: wiki/sources/yes-ai-agents-hallucinate-heres-how-mine-caught-itself.md
• Updated concept file: wiki/concepts/agent-verification-loops.md
• Updated entity file: wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-21] ingest | Ingested Nate B Jones video: “Stop building AI agents that just click buttons” (ID: D64_UhhSj6A)

• Added raw transcript: raw/D64_UhhSj6A_transcript.md
• Created source file: wiki/sources/stop-building-ai-agents-that-just-click-buttons.md
• Created concept file: wiki/concepts/high-trust-agentic-work.md
• Updated concept file: wiki/concepts/future-of-work.md
• Updated entity file: wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-21] ingest | Ingested Nate B Jones video: “China’s K3 Model Reveals the Problem With Open Weights” (ID: 2ZpZhsjoUK4)

• Added raw transcript: raw/2ZpZhsjoUK4_transcript.md
• Created source file: wiki/sources/chinas-k3-model-reveals-the-problem-with-open-weights.md
• Created concept file: wiki/concepts/open-weights-scaling-realities.md
• Created entity files:
  • wiki/entities/kimi-k3.md
  • wiki/entities/moonshot-ai.md
• Updated concept files:
  • wiki/concepts/political-permission-layer.md
  • wiki/concepts/technical-imagination.md
• Updated index: wiki/index.md

[2026-07-20] ingest | Ingested Nate B Jones video: “The real thing gating AI now isn’t the technology” (ID: F7bFbQSTPq8)

• Added raw transcript: raw/F7bFbQSTPq8_transcript.md
• Created source file: wiki/sources/the-real-thing-gating-ai-now-isnt-the-technology.md
• Created concept file: wiki/concepts/political-permission-layer.md
• Created entity file: wiki/entities/openai.md
• Updated concept file: wiki/concepts/shifting-ai-scoreboard.md
• Updated index: wiki/index.md

[2026-07-19] ingest | Ingested Nate B Jones video: “I Cut the Internet and Let AI Read the File I Could Never Upload. It Caught the Leak.” (ID: 5slsNizN6MQ)

• Added raw transcript: raw/5slsNizN6MQ_transcript.md
• Created source file: wiki/sources/i-cut-the-internet-and-let-ai-read-the-file-i-could-never-upload.md
• Created concept files:
  • wiki/concepts/local-ai-safeguarding.md
  • wiki/concepts/low-rank-adaptation.md
• Created entity files:
  • wiki/entities/lm-studio.md
  • wiki/entities/microsoft.md
• Updated index: wiki/index.md

[2026-07-18] ingest | Ingested Nate B Jones video: “Applying for jobs stopped working. Here’s the fix” (ID: 5Ho0NYVhL14)

• Added raw transcript: raw/5Ho0NYVhL14_transcript.md
• Created source file: wiki/sources/applying-for-jobs-stopped-working.md
• Created concept file: wiki/concepts/ats-arms-race.md
• Updated concept file: wiki/concepts/future-of-work.md
• Updated entity file: wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-18] ingest | Ingested Nate B Jones video: “Codex vs Fable: Which AI Agent Picked the Better Problem?” (ID: uCWKXIyvM_8)

• Added raw transcript: raw/uCWKXIyvM_8_transcript.md
• Created source file: wiki/sources/codex-vs-fable-which-ai-agent-picked-the-better-problem.md
• Created entity file: wiki/entities/codex.md
• Created concept file: wiki/concepts/agentic-problem-discovery.md
• Updated entity file: wiki/entities/fable-5.md
• Updated index: wiki/index.md

[2026-07-17] ingest | Ingested Nate B Jones video: “A 3-person team vs 50-person agency” (ID: 7KCPeQFWJv0)

• Added raw transcript: raw/7KCPeQFWJv0_transcript.md
• Created source file: wiki/sources/a-3-person-team-vs-50-person-agency.md
• Created concept file: wiki/concepts/tiny-team-leverage.md
• Updated concept file: wiki/concepts/future-of-work.md
• Updated entity file: wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-16] ingest | Ingested Nate B Jones video: “The real problem with AI” (ID: xeid_wnpfJs)

• Added raw transcript: raw/xeid_wnpfJs_transcript.md
• Created source file: wiki/sources/the-real-problem-with-ai.md
• Created concept file: wiki/concepts/human-as-the-router.md
• Created entity file: wiki/entities/claude-code.md
• Updated concept file: wiki/concepts/model-families.md
• Updated entity file: wiki/entities/openclaw.md
• Updated index: wiki/index.md

[2026-07-16] ingest | Ingested Nate B Jones video: “Every Prompt You Send Drags 18,384 Words Of Junk. Here’s How I Cut It.” (ID: PDJfciNhyHU)

• Added raw transcript: raw/PDJfciNhyHU_transcript.md
• Created source file: wiki/sources/every-prompt-you-send-drags-18384-words-of-junk.md
• Created concept file: wiki/concepts/harness-design.md
• Updated concept file: wiki/concepts/knowledge-work-harnesses.md
• Updated entity files:
  • wiki/entities/fable-5.md
  • wiki/entities/chatgpt-5-6.md
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-15] ingest | Ingested Nate B Jones video: “GLM 5.2 is great … but” (ID: ZsN4hEtOxzs)

• Added raw transcript: raw/ZsN4hEtOxzs_transcript.md
• Created source file: wiki/sources/glm-5-2-is-great-but.md
• Created concept file: wiki/concepts/frontier-pricing-power.md
• Created entity file: wiki/entities/glm-5-2.md
• Updated concept file: wiki/concepts/agentic-org-design.md
• Updated entity file: wiki/entities/nate-b-jones.md
• Updated source files:
  • wiki/sources/you-cant-compete-on-cheap-models-anymore.md
  • wiki/sources/fable-5-bossed-20-cheap-agents.md
• Updated index: wiki/index.md

[2026-07-14] ingest | Ingested Nate B Jones video: “You can build your AI’s memory just by talking. Here’s the catch.” (ID: VOLWSC_XeZY)

• Added raw transcript: raw/VOLWSC_XeZY_transcript.md
• Created source file: wiki/sources/you-can-build-your-ais-memory-just-by-talking-heres-the-catch.md
• Created concept file: wiki/concepts/open-brain-stack.md
• Updated concept file: wiki/concepts/hermes-memory.md
• Updated entity file: wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-14] ingest | Ingested Nate B Jones video: “Your Next AI Subscription Shouldn’t Be ChatGPT 5.6 Or Fable 5. It Should Be Both.” (ID: jOWXBzP6nNg)

• Added raw transcript: raw/jOWXBzP6nNg_transcript.md
• Created source file: wiki/sources/your-next-ai-subscription-shouldnt-be-chatgpt-5-6-or-fable-5.md
• Created concept files:
  • wiki/concepts/model-families.md
  • wiki/concepts/knowledge-work-harnesses.md
• Created entity files:
  • wiki/entities/chatgpt-5-6.md
  • wiki/entities/j-space.md
• Updated entity files:
  • wiki/entities/fable-5.md
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-14] ingest | Ingested Nate B Jones video: “Claude is quietly taking over your company’s data” (ID: EzVeeD_j8ko)

• Added raw transcript: raw/EzVeeD_j8ko_transcript.md
• Created source file: wiki/sources/claude-quietly-taking-over-companys-data.md
• Created concept file: wiki/concepts/context-renting.md
• Updated entity file: wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-13] ingest | Ingested Nate B Jones video: “Your Roadmap Is Why You’re Losing to AI-Native Teams.” (ID: hYcOFTMesGc)

• Added raw transcript: raw/hYcOFTMesGc_transcript.md
• Created source file: wiki/sources/your-roadmap-is-why-youre-losing-to-ai-native-teams.md
• Created concept files:
  • wiki/concepts/ai-native-operating-system.md
  • wiki/concepts/documentation-as-code.md
• Updated concept files:
  • wiki/concepts/future-of-work.md
  • wiki/concepts/velocity-safety.md
• Updated entity file: wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-12] ingest | Ingested Nate B Jones video: “With AI, going slow is the dangerous move” (ID: CqNBsMlZKa4)

• Added raw transcript: raw/CqNBsMlZKa4_transcript.md
• Created source file: wiki/sources/with-ai-going-slow-is-the-dangerous-move.md
• Created concept file: wiki/concepts/velocity-safety.md
• Updated concept file: wiki/concepts/future-of-work.md
• Updated entity file: wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-12] ingest | Ingested 3 Nate B Jones videos

• Added raw transcripts:
  • raw/SvMFPKLqYSU_transcript.md
  • raw/PRqiGS6fnIM_transcript.md
  • raw/gROqcBXoz_c_transcript.md
• Created source files:
  • wiki/sources/the-one-question-that-tells-you-if-your-role-is-safe.md
  • wiki/sources/1-6m-agents-registered-for-openclaw-and-did-nothing.md
  • wiki/sources/the-ai-skill-nobody-talks-about.md
• Created concept files:
  • wiki/concepts/engineering-mindset.md
  • wiki/concepts/agent-shaped-work.md
• Created entity files:
  • wiki/entities/openclaw.md
  • wiki/entities/ringer.md
• Updated concept files:
  • wiki/concepts/future-of-work.md
  • wiki/concepts/agentic-org-design.md
  • wiki/concepts/agent-verification-loops.md
  • wiki/concepts/vague-to-spec-translation.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-10] ingest | Ingested Nate B Jones video: “When everyone can code, this is what’s scarce” (ID: s1QIY2AhD5k)

• Added raw transcript: raw/s1QIY2AhD5k_transcript.md
• Created source file: wiki/sources/when-everyone-can-code-this-is-whats-scarce.md
• Created concept file: wiki/concepts/vague-to-spec-translation.md
• Updated concept file: wiki/concepts/future-of-work.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-09] ingest | Ingested Nate B Jones video: “Claude Fable 5 Bossed 20 Cheap AI Agents. The Whole Site Cost $8.” (ID: suY66oTDn0s)

• Added raw transcript: raw/suY66oTDn0s_transcript.md
• Created source file: wiki/sources/fable-5-bossed-20-cheap-agents.md
• Created concept files:
  • wiki/concepts/agentic-org-design.md
  • wiki/concepts/agent-verification-loops.md
• Updated concept file: wiki/concepts/future-of-work.md
• Updated entity files:
  • wiki/entities/fable-5.md
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-08] ingest | Ingested Nate B Jones video: “THIS is the 2026 AI skill” (ID: ld-2pnxuujg)

• Added raw transcript: raw/ld-2pnxuujg_transcript.md
• Created source file: wiki/sources/this-is-the-2026-ai-skill.md
• Created concept file: wiki/concepts/agent-maintenance.md
• Updated concept file: wiki/concepts/future-of-work.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-07] ingest | Ingested Nate B Jones video: “Now … real people get accused of being AI” (ID: nFzVuipvxXg)

• Added raw transcript: raw/nFzVuipvxXg_transcript.md
• Created source file: wiki/sources/now-real-people-accused-of-being-ai.md
• Created concept file: wiki/concepts/reverse-turing-test.md
• Updated entity file:
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-07] ingest | Ingested Nate B Jones video: “OpenAI Just Offered The Government $42 Billion. This Is The Real Reason.” (ID: oOpgmS88pLw)

• Added raw transcript: raw/oOpgmS88pLw_transcript.md
• Created source file: wiki/sources/openai-42-billion-government.md
• Created concept file: wiki/concepts/shifting-ai-scoreboard.md
• Updated concept file: wiki/concepts/future-of-work.md
• Updated entity files:
  • wiki/entities/fable-5.md
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-06] ingest | Ingested Nate B Jones video: “This time … the rumors are true.” (ID: zs-2gPbQNQ4)

• Added raw transcript: raw/zs-2gPbQNQ4_transcript.md
• Created source file: wiki/sources/the-rumors-are-true.md
• Updated entity files:
  • wiki/entities/fable-5.md
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-06] ingest | Ingested Nate B Jones video: “You Can’t Compete on Cheap Models Anymore” (ID: 1cSNE-ZkDLQ)

• Added raw transcript: raw/1cSNE-ZkDLQ_transcript.md
• Created source file: wiki/sources/you-cant-compete-on-cheap-models-anymore.md
• Created concept file: wiki/concepts/technical-imagination.md
• Updated concept file: wiki/concepts/future-of-work.md
• Updated entity files:
  • wiki/entities/fable-5.md
  • wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md

[2026-07-05] ingest | Ingested 4 Nate B Jones videos

• Added raw transcripts:
  • raw/U4TmrlWEY4M_transcript.md
  • raw/RUuU1UrTOe0_transcript.md
  • raw/RtxUdvSTQGc_transcript.md
  • raw/_qiFCABxvpo_transcript.md
• Created source files:
  • wiki/sources/agent-skeleton-bills.md
  • wiki/sources/fable-5-magician.md
  • wiki/sources/maxing-fable-5-tokens.md
  • wiki/sources/fable-5-wants-the-job.md
• Created concept file: wiki/concepts/agent-flywheel.md
• Created entity file: wiki/entities/fable-5.md
• Updated entity file: wiki/entities/nate-b-jones.md
• Updated concept file: wiki/concepts/future-of-work.md
• Updated index: wiki/index.md

[2026-07-03] init | Initialized LLM Wiki structure

[2026-07-03] ingest | Ingested Nate B Jones video: “Will Fable 5 kill jobs?” (ID: Ug9O-VOEjUs)

• Added raw transcript: raw/Ug9O-VOEjUs_transcript.md
• Created source file: wiki/sources/fable-5-jobs.md
• Created concept file: wiki/concepts/future-of-work.md
• Created entity file: wiki/entities/nate-b-jones.md
• Updated index: wiki/index.md