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MirrorCode AI Rebuilds Programs From Behavior Alone

By PulseAugur Editorial · [1 sources] ·

A new AI system called MirrorCode can reconstruct entire software programs based solely on observing their behavior. In tests across 25 target programs, MirrorCode achieved perfect scores on 17 of them, with four others scoring over 99%. This AI demonstrated its capability by reimplementing substantial programs, including a bioinformatics toolkit with approximately 16,000 lines of Go code. AI

IMPACT Demonstrates a novel approach to program synthesis, potentially impacting software development and AI agent capabilities.

RANK_REASON The cluster describes a new AI system and its capabilities, supported by a research paper. [lever_c_demoted from research: ic=1 ai=1.0]

Read on Mastodon — fosstodon.org →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

MirrorCode AI Rebuilds Programs From Behavior Alone

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The cluster describes a new AI system and its capabilities, supported by a research paper. [lever_c_demoted from research: ic=1 ai=1.0]
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49 days old
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COVERAGE [1]

  1. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    "MirrorCode: AI can rebuild entire programs from behavior alone." "Across all 25 target programs, 17/25 had at least one perfect-scoring run. Four more targets

    "MirrorCode: AI can rebuild entire programs from behavior alone." "Across all 25 target programs, 17/25 had at least one perfect-scoring run. Four more targets had a near-perfect run scoring over 99%. AI models successfully reimplemented large target programs; for example, one of…

    LINKS arxiv.org/…/2606.30182

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