Jordan Finneseth @CryptoDuality
#Crypto Educator. Self-Development Guide. Author. Sorcerer. Harness your inner source to create you ideal life. Tweets are not investment advice. synchronisticawareness.com New Mexicio Joined May 2016-
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Jordan Finneseth retweeted
Great research paper on optimizing harnesses. (bookmark it) There is a lot of alpha in building a harness. And you don't need much to keep them optimized. This paper argues you can do this effectively using the harness own executions. The harness is the external control layer that turns a base LLM into an executable agent. Automatic improvement methods optimize a narrow part of it, usually prompts or pipelines, and deployed agents then reuse a single global harness for every case. MemoHarness decomposes the harness along the temporal flow of inference into six editable control surfaces (context, tool, generation, orchestration, memory, output) and turns improvement into structured editing over those dimensions. It documents per-case diagnoses plus distilled global patterns about what works and how dimensions interact, then adapts to each new case by retrieving similar past cases. No compute is waisted on test-time labels, feedback, gradient updates, or extra search. On the shell-agent benchmark it reaches 0.806 against 0.722 for the strongest fixed-harness baseline, at lower per-task dollar cost than the strongest commercial baselines compared. Paper: arxiv.org/abs/2607.14159 Learn to build effective AI agents in our academy: academy.dair.ai
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@Bencera A great example of what can be done with a little persistence.
Using this as inspiration to expand my one man operation.
I built Polsia into a $250M company in under 3 months. Solo + AI. Zero employees. Everyone asks me how I did it. Introducing aisloP, a docu-series on how I build Polsia. Episode 1: The Launch. How I orchestrated the biggest Twitter launch of 2026.
Jordan Finneseth retweeted
I built Polsia into a $250M company in under 3 months. Solo + AI. Zero employees. Everyone asks me how I did it. Introducing aisloP, a docu-series on how I build Polsia. Episode 1: The Launch. How I orchestrated the biggest Twitter launch of 2026.
Same pattern every time
Every revolution follows the same pattern. First they ignore you. Then they laugh at you. Then they fight you. Then you win.
Jordan Finneseth retweeted
Every revolution follows the same pattern. First they ignore you. Then they laugh at you. Then they fight you. Then you win.
@Bencera Same pattern every time
Jordan Finneseth retweeted
AI for the Age of Too Much is live on Amazon. It’s a short practical manual for staying in control while delegating to AI — built for people who feel buried by tools, prompts, and automation advice. amazon.com/dp/B0H3738LW8
Build your one person company with support.
You were not born to be managed. Join the Polsia Missionaries.
Jordan Finneseth retweeted
#AI is starting to move out of the “tool” category. The better question is no longer only: what can it generate? It is: who owns the consequence after the system acts? New #Hypernovelty Field Note: When AI Stops Being a Tool Story open.substack.com/pub/hypernovel…
Check out my latest article: The Lightning Network Is Quietly Becoming the Rails for AI, Stablecoins, and Global Payments linkedin.com/pulse/lightnin… via @LinkedIn
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