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https://safemediai.com
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- https://declassifai.com
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THGTM
THGTM PublicTsetlin Machines that remember: echo-trace automata and bounded-LTL literals for sequence learning and trajectory-level verification of AI agents. Catches the slow-roll attack every per-step monito…
Python
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Clause-Driven-LLM
Clause-Driven-LLM PublicInterpretable Tsetlin Machine control layer for LLM agents: it learns clause-based routing over frozen embeddings, escalates low-margin queries to a human, and emits a SAT-verifiable receipt for ev…
Python
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clauseguard
clauseguard PublicAn auditable safety layer for any LLM. SAT-verifiable Boolean rules and counterfactual evidence recourse via dual-graph Tsetlin Machines. Built for EU AI Act Article 13/14 compliance.
Python
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attention-distilled-graphtm
attention-distilled-graphtm PublicA Graph Tsetlin Machine that inherits BERT's attention edges as its graph topology. After extraction BERT is discarded and the student learns pure Boolean clauses. 94.77% on R8, fully interpretable.
Python
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graphtm-cbr
graphtm-cbr Publicgraphhtm-cbr predicts whether a molecule is mutagenic (a kind of biological activity) directly from its chemical structure, and, when the prediction is "yes", proposes the single bond to remove tha…
Python
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