Rob Witte @rwitte42
Specializing in coffee and techno-optimism. #Innovation #AI medium.com/@unicornoptimi… New York Joined August 2007-
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What if some “rogue AI” isn’t rogue at all? Give a capable optimizer an imperfect target and enough freedom to act, and it may become very good at winning the wrong game. Goodhart’s Law at Software Speed: unicornoptimist.substack.com/p/goodharts-la…
What if recursive self-improvement doesn’t arrive as a single threshold moment? Anthropic says Claude now leads 26% of AI R&D work. OpenAI is already measuring multiple agent-workdays per human research day. We may already be inside the recursive loop. unicornoptimist.substack.com/p/we-may-alrea…
The Illusion of Precision. The farther decision-makers are from the consequences, the more abstract the information becomes. AI can make that abstraction look precise. That is not the same as making the decision better. Decisions at a Distance medium.com/@unicornoptimi…
My latest AI guidance: 5 essential prompts to supercharge your AI results. No, not really. This is about something harder: why the people getting the most from AI may be the ones staying most deeply involved in the work. medium.com/@unicornoptimi…
WTF is Pelicanmaxxing? Absurd word. Real idea. We name patterns so we can recognize them together. "Every successful neologism is a small moment of loneliness ending." unicornoptimist.substack.com/p/wtf-is-pelic…
We’ve built enough libraries. What we’re short on is gardeners. A black-capped chickadee led me to rethink AI, memory, and how experience becomes wisdom. My newest essay: Memory Is Not an Archive medium.com/@unicornoptimi…
Managed services relationships rarely lose purpose all at once. They drift. The mission gets buried under the machinery built to manage it. I call that Purpose Debt. unicornoptimist.substack.com/p/the-physics-…
Lately I’ve been wondering whether we’ve lost some important language around what it means to grow older well. We have plenty of cultural scripts for ambition and achievement. Far fewer for wisdom, stewardship, or presence. A few thoughts: medium.com/@unicornoptimi…
The conversation around AI is moving from possibility to responsibility. That doesn't mean AI is receding. It means AI is arriving. unicornoptimist.substack.com/p/the-day-ai-g…
A lot of the current backlash against AI is being dismissed as fear of change. I think it points to something deeper. AI doesn’t just force us to rethink work. It forces us to rethink how the gains from productivity are distributed across society. medium.com/@unicornoptimi…
Calm on the surface. Work happens below. That's knowledge work right now. AI strips out the routine, leaving behind denser layers of work. Some of what we called "wasted time" was unpriced recovery space. We need different measures of productivity. medium.com/@unicornoptimi…
Feed the goblins, get more goblins. AI doesn’t follow rules. It follows incentives. unicornoptimist.substack.com/p/whatever-you…
AI didn’t just change how we build software. It broke how we measure cost. Story points don’t map. Tokens don’t explain it. Cost scales with ambiguity. Value comes from convergence. That’s the crossing. unicornoptimist.substack.com/p/the-crossing
Three animals cross a swamp. One finds the path. One builds the bridge. One keeps it standing. Most organizations mix them up. And in a faster, AI-shaped world, that mistake compounds. unicornoptimist.substack.com/p/the-three-an…
We’ve gotten very good at building systems that can do things. We’re not very good at deciding when they should stay quiet. That might be the real frontier. medium.com/@unicornoptimi…
Execution pays the interest on decisions it didn’t make. New essay on where responsibility lives when AI removes the old buffers. HIL. HAL. HOL. And why the middle layer is becoming unavoidable. medium.com/@unicornoptimi…
Work and creativity — marathon or sprint? Early in a career, sprinting proves capability. Later on, endurance protects depth. medium.com/@unicornoptimi…
The social contract between employers and employees has evolved. But great careers are still possible — if you own them. “Play the game by the rules that exist, not the ones you wish still did.” unicornoptimist.substack.com/p/stop-hugging…
As AI makes content cheap and infinite, the scarce resource shifts. Judgment. Taste. Timing. Context. The Super Bowl reminded me of an old Negroponte idea: when everything goes digital, “analog” signals gain value. unicornoptimist.substack.com/p/analog-signa…
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