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cs.CY 1

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2026 1

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MANTA: Multi-turn Assessment for Nonhuman Thinking & Alignment

cs.CY · 2026-04-18 · unverdicted · novelty 6.0

MANTA is a new multi-turn dynamic benchmark that stress-tests frontier LLMs on animal welfare alignment by generating targeted adversarial follow-ups and scoring across 13 dimensions, with preliminary results showing variance in later turns and format bias in LLM judges.

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  • MANTA: Multi-turn Assessment for Nonhuman Thinking & Alignment cs.CY · 2026-04-18 · unverdicted · none · ref 6

    MANTA is a new multi-turn dynamic benchmark that stress-tests frontier LLMs on animal welfare alignment by generating targeted adversarial follow-ups and scoring across 13 dimensions, with preliminary results showing variance in later turns and format bias in LLM judges.