Stochastic Security: Pare It Down – Why Models Parrot, and How It Matters
Introducing Recursive Output Trust Attacks (ROTA), a novel class of LLM jailbreaks exploiting model self-trust.
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The Liminal Stack
We stand at the threshold of a new era, one where code running on distributed machines is programmed to think, work, and even create for us. A world in which a few dozen billionaires fund self-writing code to program robots—made in factories they own. We could be at the precipice of a utopia, an anti-capitalist nirvana—no longer beholden to the day’s labor equaling a day’s ration. This potential reality is a dream as old as the words of John the Revelator and Thomas Aquinas. Or perhaps we stand at the brink of destruction, blinded by hubris and shareholder greed. ...