Tomaz L

Tomaz L

3,323 Twitter followers

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Founder @Origin_Trail - Organizing AI-grade knowledge assets, making them discoverable and verifiable for a sustainable global economy.

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Proud that @umanitek is creating “good machines” to stop the "bad. machines" Powered by @origin_trail.

Strike through 𝚒̶𝚕̶𝚕̶𝚎̶𝚐̶𝚊̶𝚕̶ ̶𝚌̶𝚘̶𝚗̶𝚝̶𝚎̶𝚗̶𝚝̶,̶ ̶𝚞̶𝚗̶𝚙̶𝚛̶𝚎̶𝚍̶𝚒̶𝚌̶𝚝̶𝚊̶𝚋̶𝚕̶𝚎̶ ̶𝙰̶𝙸̶ ̶𝚊̶𝚐̶𝚎̶𝚗̶𝚝̶𝚜̶, and 𝚏̶𝚊̶𝚔̶𝚎̶ ̶𝚗̶𝚎̶𝚠̶𝚜̶. Meet the @umanitek Guardian Agent — making internet safety the standard in the age of AI.

456,000 enticement reports in the pre-AI era. If that’s the baseline, when bad actors weaponize AI it gets much worse, very fast. To prevent that outcome, AI tech needs harm reduction safety valves fast. twitter.com/TomazOT/status/192...

AI agents acting for us is a massive win *if* we break up their black box. information provenance -> reliability -> real autonomy Keep your agents on $TRAC(k) with @origin_trail, a decentralized trust network where data is structured, has provenance and is owner-controlled.

Why click through the Internet when AI agents can do it for you—24/7/365? As agent-powered systems grow, one thing becomes essential: “Transparency, provenance, and verifiability—by design”. - ⁠@origin_trail's @TomazOT, E13 of the On Trac(k) podcast 🎧

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