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From the Lab:LA barred student AI on district devices.

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From the Lab

BK Tech Labs publishes three kinds of work. A Brief is a Tech Lab Brief broadcast VOD. A Note is a shorter public notebook of what the lab is watching. A Report is a full Tech Lab Report — hypothesis, methods, and results, preserved so the work can be examined.

  1. Note 002LA barred student AI on district devices.Los Angeles Unified is the second-largest school system in the country. For the 2026–27 school year it has restricted student access to generative AI on district-issued devices — every grade.Published Sep 8, 2026Edited Sep 8, 2026
  2. Note 001NYC paused student AI through eighth grade.What does intelligence cost? NYC is pausing student-facing generative AI through eighth grade, then measuring.Published Sep 3, 2026Edited Sep 3, 2026
  3. BriefThe AI Efficiency Test — Aug 18, 2026 BriefGoogle Shelves Gemini 3.5 Pro. Gemini Flash Advances. Grok 4.6 Arrives. Tech Lab OS Debuts. Knowledge Segment: Measuring AI Token EfficiencyPublished Aug 31, 2026Edited Aug 31, 2026
  4. BriefThe Artificial Hypothesis — Aug 11, 2026Virginia Bills Data Centers. AI Queries’ Energy Costs. BK Tech Labs’ Joule Meter. Knowledge Segment: The Joule HypothesisPublished Aug 31, 2026Edited Aug 31, 2026
  5. BriefThe Missing Science of AI — Aug 6, 2026 BriefOpenAI’s Creator Retreat. OpenAI Cuts API Prices. Anthropic Leads Business Spend. From Attention to Retention.Published Aug 31, 2026Edited Aug 31, 2026
  6. BriefDo the AI Numbers Make Sense? — Aug 4, 2026 BriefSituation Awareness + South Korea Leveraged ETFs = Major Losses. More Magnificent 7 Major Gains. Watt is going on?Published Aug 31, 2026Edited Aug 31, 2026
  7. BriefThe AI Money-Go-Round - July 30, 2026 AM BriefMicrosoft’s $90B Quarter. Meta’s Cash Flow Plunge. xAI Challenges Minnesota’s AI Law. Knowledge Segment: Productive Investment or Circular Bubble?Published Aug 31, 2026Edited Aug 31, 2026
  8. BriefThe AI Sovereignty War - July 29, 2026 AM BriefNvidia’s Open-Weight Alliance. Anthropic Denies Seeking Ban. Claude Chats Hit Google. Cadence’s AI Backlog. Knowledge Segment: Bounding the AI Agent Blast Radius (UPDATE: Google a…Published Aug 31, 2026Edited Aug 31, 2026
  9. BriefWhen AI Escapes the Lab — Jul 28, 2026 AM BriefOpenAI Agent Escapes. AI Rules Collide. Microsoft Rations Azure. Knowledge Segment: Open Weights—Public Good or Security Risk?Published Aug 31, 2026Edited Aug 31, 2026
  10. BriefFree Weights, Costly Terms — Jul 27, 2026 PM BriefKimi K3 Goes Open Weight. Nvidia’s $250B OpenAI Backstop. Apple–Micron Memory Fight. Knowledge Segment: The Real Cost of Open WeightsPublished Aug 31, 2026Edited Aug 31, 2026
  11. Report 002ArcadeBench v0Most evaluations score an AI's output against an opinion. ArcadeBench scores decisions in classic board games against exact, game-solved ground truth, and prices each decision in Joules.Published Aug 20, 2026Edited Aug 25, 2026
  12. Report 001The Joule HypothesisArtificial intelligence is usually presented as a capability. This report argues that results reveal more when the resource budget is stated, and that BK Tech Labs capacity should be finite, visible, and measurable in Joules.Published Aug 8, 2026Edited Aug 12, 2026
  13. BriefThe Four Titans of AI - July 24, 2026 AM BriefOpenAI’s Unified Agent Stack. Anthropic’s Enterprise Frontier. Gemini’s Multimodal Advantage. xAI’s Rocket-Fueled Rise. Knowledge Segment: How AI Models Rate Their RivalsPublished Jul 31, 2026Edited Jul 31, 2026
  14. BriefWho Pays for the AI Boom? — Jul 23, 2026 PM BriefWhite House Ratepayer Pledge. Communities Challenge Data Centers. Texas Power Demand Record. Knowledge Segment: Counting AI’s Power Costs (Disclaimer: the power consumption number…Published Jul 30, 2026Edited Jul 30, 2026
  15. BriefThe Trillion Dollar AI Bet - Jul 23, 2026 AM BriefThe Trillion Dollar AI Bet. Magnificent Seven Splinter. The Custom Chip Race. AI Agents Enter Business. Knowledge Segment: CapEx vs. OpEx in AIPublished Jul 30, 2026Edited Jul 30, 2026
  16. BriefThe AI Plateau - July 22, 2026 PMGPT–Claude Coding Dead Heat. Elephant-Inspired Cooling Tiles. Gemini’s Cyber Specialist. Outsmarting Cancer Resistance. Knowledge Segment: AI’s Role in Cancer ResearchPublished Jul 29, 2026Edited Jul 29, 2026
  17. BriefThe AI Efficiency Race — Jul 22, 2026 AMOpenAI’s Autonomous Containment Breach. Gemini 3.6 Flash. Kimi K3 Shocks Silicon Valley. Anthropic’s AI Policy Push. America’s $5B AI Science Bet. Knowledge Segment: The Evolution…Published Jul 28, 2026Edited Jul 28, 2026
  18. BriefThe AI Accountability Era - Jul 21, 2026 PMHugging Face’s Agent Breach. New York’s AI Moratorium. Microsoft Copilot Fraud Suit. Apple–OpenAI Evidence Fight. Meta’s AI Layoff Lawsuit. Knowledge Segment: Four Forces Shaping…Published Jul 27, 2026Edited Jul 27, 2026
  19. BriefAI’s Legal Reckoning - July 21, 2026 AMAnthropic’s $1.5B Copyright Settlement. Apple–DOJ Antitrust Talks. AI Note-Taker Privacy Suits. Character.AI Dependency Lawsuit. Knowledge Segment: Why AI Policy MattersPublished Jul 27, 2026Edited Jul 27, 2026
  20. BriefAI Becomes Infrastructure - July 20, 2026 PMGemini’s Frozen V2 Chip. The AI App Explosion. Mistral’s Infrastructure Pivot. Stanford’s AI Adoption Report. Knowledge Segment: How AI Benchmarks Really WorkPublished Jul 24, 2026Edited Jul 24, 2026
  21. BriefThe New AI Power Map — Jul 20, 2026 AMChina’s Frontier Model Wave. Meta–Anthropic Compute Deal. China’s AI Companion Crackdown. Apple–Google EU AI Clash. GPT-Red Prompt Defense. Knowledge Segment: What Makes an AI Com…Published Jul 23, 2026Edited Jul 23, 2026
  22. BriefThe AI Cost Reckoning — Jul 17, 2026 AMOpenAI's $230 Keyboard. Wall Street's AI Correction. LLM Pricing Battles. Inkling Goes Open Weight. Knowledge Segment: How Open-Weight AI Works.Published Jul 23, 2026Edited Jul 23, 2026
  23. BriefThe AI Takeover — Jul 16, 2026 PMGoogle Leaks. Pricey Hardware. NVIDIA Japan Robotics. Chinese AI Adoption. AI Girlfriends. Knowledge Segment: The Dead InternetPublished Jul 23, 2026Edited Jul 23, 2026
  24. BriefAI's Trillion Dollar Power Shift — Jul 16, 2026 AMIBM tumbles. Elon Musk's Energy Play. Stripe wants PayPal Bid. DeepSeek IPO. Gemma 4. Knowledge Segment: AI vs. the Industrial Revolution Pt 2.Published Jul 22, 2026Edited Jul 22, 2026
  25. BriefThe AI Silicon Revolution — Jul 15, 2026 PMCustom AI Chips. Sodium Comeback. AI Safety Law. Robot Surgeons. Knowledge Segment: Sodium vs Lithium Batteries.Published Jul 22, 2026Edited Jul 22, 2026
  26. BriefThe AI Labor Revolution — Jul 15, 2026 AMThe AI Labor Revolution. AI Wealth Fund. OpenAI IPO. Gold Eagle. AI Revolution. Knowledge Segment: AI vs Industrial Revolution Your July 15, 2026 AM Brief. 8AM. 5PM. ET. Monday th…Published Jul 22, 2026Edited Jul 22, 2026
  27. BriefThe AI Standards War — Jul 14, 2026 PMARD vs MCP. x402. Mozilla's Open Source AI Report. Grok CLI Privacy. Knowledge Segment: Protocols Your July 14, 2026 PM Brief. 8AM. 5PM. ET. Monday through Friday. Link in Bio.Published Jul 22, 2026Edited Jul 22, 2026
  28. BriefThe Apple Files — Jul 14, 2026 AMDigging Deeper into the Apple v OpenAI LawsuitPublished Jul 20, 2026Edited Jul 20, 2026
  29. BriefThe AI Arms Race — Jul 13, 2026 AMApple v OpenAI. Gemini 3.5 Pro. Fed+a16z. HalluSquatting.Published Jul 20, 2026Edited Jul 20, 2026