Views

Sat's opinion — including his take on what the wider AI world means here.

• July 29, 2026

  the fight over open ai models is a fight about your bill

  RANCHO MIRAGE — Twenty-five companies asked Washington not to restrict downloadable AI models. Open weights are why cheap AI exists — and why your bill keeps falling.

• July 28, 2026

  your ai workarounds have an expiration date

  RANCHO MIRAGE — Anthropic deleted more than 80% of Claude Code's system prompt for Opus 5 and measured no loss. The workarounds you wrote may now be costing you.

• July 13, 2026

  the ai price war is a gift to small operators

  RANCHO MIRAGE — Frontier AI work agents just dropped to about a dollar per million tokens. The price war is a gift to the Coachella Valley's small operators.

• July 8, 2026

  california's statewide claude deal, and the cities clause that matters here

  RANCHO MIRAGE — California will give every state agency, city, and county Claude at half price. The overlooked cities clause shortens the AI timeline for the Coachella Valley.

• June 26, 2026

  the data center debate, and what it sounds like from here

  RANCHO MIRAGE — Mark Cuban posted about the noise. Coachella halted one June 4, Imperial County June 17. The Coachella Valley already has the tools to do this right.

• June 9, 2026

  from tasks to loops: what the fable 5 launch actually signals

  RANCHO MIRAGE — Anthropic launched Fable 5. The benchmarks aren't the story — the way one of their engineers framed it is, and it changes what operators should ask.

• June 5, 2026

  how the valley's first agent-readiness audit got built (and what broke three times along the way)

  RANCHO MIRAGE — Fifty-plus concurrent agents produced AICV's first Coachella Valley agent-readiness audit. Three failure modes broke the pipeline — each is now a gate.

• June 5, 2026

  the coachella valley visitor economy is 1.6% agent-ready. the gap is structural.

  RANCHO MIRAGE — AICV scored 3,627 Coachella Valley visitor-economy businesses for agent-readiness. 58 passed. Wellness leads, and the gap is structural, not cosmetic.

• May 31, 2026

  jobs were scaffolding. the coachella valley should build past them.

  RANCHO MIRAGE — The modern job is barely 150 years old. AI is taking the scaffolding down, and the question for the Coachella Valley isn't retraining — it's ownership.

• May 22, 2026

  when a local paper writes down what it won't do with ai

  RANCHO MIRAGE — The Coachella Valley Independent published a real AI policy — three things most policies fail to do, and why a written policy is the floor, not the ceiling.

• May 21, 2026

  google rewired the internet this week. here's what it means for the valley.

  RANCHO MIRAGE — Google rebuilt Search and launched Spark, a 24/7 AI agent, at I/O 2026. What the changing traffic model means for Coachella Valley businesses.

• May 17, 2026

  the player-coach question coming for the coachella valley

  RANCHO MIRAGE — Coinbase eliminated pure managers in favor of leaders who also ship. That standard will migrate to regional operators faster than most expect.

• May 8, 2026

  the jobs debate is missing a geography problem

  RANCHO MIRAGE — The a16z optimists are probably right that AI won't eliminate work in aggregate. They're glossing over where the new jobs appear — and where they don't.

• May 7, 2026

  what builders actually heard at code with claude

  RANCHO MIRAGE — Claire Vo filtered Anthropic's developer conference to five things builders can act on. What each means for Coachella Valley founders and operators.

• May 1, 2026

  the ai bill is real. it just isn't yours.

  RANCHO MIRAGE — Uber burned its 2026 AI budget by April. Meta employees torched 60 trillion tokens in a month. The headlines are real. They also aren't about you.

• April 28, 2026

  chatgpt workspace agents are worth a second look

  RANCHO MIRAGE — OpenAI shipped Workspace Agents on April 22. What they are, why the chatbot-to-agent shift matters, and how to start before pricing kicks in May 6.

• April 27, 2026

  what openai just said about power — and why the coachella valley should read it carefully

  RANCHO MIRAGE — Sam Altman published five principles for AGI development. What they argue about power concentration is what regional institutions should read closely.

• April 23, 2026

  what chatgpt for clinicians actually signals

  RANCHO MIRAGE — OpenAI launched a workflow tool for clinicians, not a diagnosis engine. The Coachella Valley's independent practice density makes it matter here.

• April 23, 2026

  what usvc actually means — and why the coachella valley is still on the wrong side of the glass

  RANCHO MIRAGE — Naval Ravikant joined USVC as Chairman — $500 minimum, no accreditation, Anthropic and OpenAI in the portfolio. What it means for valley ownership.

• April 17, 2026

  rapid progress has to be socially durable

  RANCHO MIRAGE — Sarah Guo's 'socially durable' frame is the right standard for AI adoption in the Coachella Valley. Responsible practice is what makes progress stick.

• April 16, 2026

  orchestrate or evaporate

  RANCHO MIRAGE — The middle ground in the Coachella Valley economy is disappearing, local leadership is miscalculating the velocity, and workforce training isn't enough.

• April 14, 2026

  openai just proposed a new social contract. the coachella valley isn't in the conversation.

  RANCHO MIRAGE — OpenAI's industrial policy paper proposes public wealth funds, automated labor taxes, and worker voice. The Coachella Valley isn't in the conversation.