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Engineer Builds AI Research Loop for $25

An engineer spent $25 on AI inference to create a small research loop that automates tasks like breaking Linux hosts, sending agents for verification, and fixing errors. The low cost of inference makes rapid iteration accessible for individual experimentation, enabling significant progress with minimal resources. AI

IMPACT Demonstrates how affordable AI inference can empower individual engineers to conduct complex experiments and build automated workflows.

RANK_REASON The item describes a personal project using AI inference for automated experimentation, which falls under tooling rather than a major industry release or research breakthrough.

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Engineer Builds AI Research Loop for $25

COVERAGE [1]

  1. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    I spent $25 on AI inference and accidentally built myself a tiny research loop. Break Linux hosts. Send agents in. Verify the repairs. Find out the verifier is

    I spent $25 on AI inference and accidentally built myself a tiny research loop. Break Linux hosts. Send agents in. Verify the repairs. Find out the verifier is wrong. Fix it. Run everything again. The interesting part of cheap inference isn't just cheaper tokens. It's making iter…