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Constant bit-size transformers are Turing complete

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2026 1

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Loom: A Scalable Analytical Neural Computer Architecture

cs.LG · 2026-04-09 · unverdicted · novelty 7.0

Loom implements a 22-opcode C-compatible computer inside an 8-layer transformer with analytically derived, program-independent weights, executing instructions iteratively on a fixed-size state tensor at constant per-step cost.

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  • Loom: A Scalable Analytical Neural Computer Architecture cs.LG · 2026-04-09 · unverdicted · none · ref 8

    Loom implements a 22-opcode C-compatible computer inside an 8-layer transformer with analytically derived, program-independent weights, executing instructions iteratively on a fixed-size state tensor at constant per-step cost.