{"artifact":{"id":"art-20261106-ripple","dedupe_key":"9723f5acdd146f40587183523c88df5c1506eea224c155760d824b8d77029003","canonical_url":null,"evidence_locator":"","artifact_type":"publication","title":"Ricursive publishes Apache-2.0 Ripple-65B Preview downloadable model-weight checkpoint","summary":"Ricursive publicly released the Ripple-65B Preview open-weight model around 4 November 2026. Its Hugging Face repository contains an actual approximately 130GB BF16 checkpoint split into 16 safetensors shards and model code under Apache-2.0, distinguishing it from future promised weights. Vendor claims about TerminalBench2.1 score, training cost, context length and recursive model-improvement methodology are not independently verified or evidence of self-modifying model weights; model performance and adoption remain research questions.","creator_entities":[],"released_at":"2026-11-04T00:00:00.000Z","content_hash":null,"metadata":{"rts_finding_id":"rts_finding_923ed8b98e5549bfaef73a0d32e662c8","evidence_only":1,"source_bound":1,"epistemic_scope":"dated_observable_official_action_or_publication_only","no_relation_onset":1,"no_new_layer_state":1,"no_civilization_snapshot":1,"bounded_overlap_not_exhaustive":1},"created_at":"2026-11-06T17:57:19.223Z","updated_at":"2026-11-06T17:57:19.223Z"},"sources":[{"id":"src-20261106-ripple-1","dedupe_key":"eb8ade1e295938e668c23bc50b96ceb2558c5d1608aa4a78afb99fd5116697df","name":"","publisher":"Ricursive Intelligence","url":"https://huggingface.co/ricursiveAI/Ripple-65B-Preview","evidence_locator":"","source_type":"primary","primary_or_secondary":"","retrieved_at":"2026-11-06T17:49:47.442Z","published_at":"2026-11-04T00:00:00.000Z","author":null,"metadata":{"rts_finding_id":"rts_finding_923ed8b98e5549bfaef73a0d32e662c8","evidence_only":1,"source_bound":1,"epistemic_scope":"dated_observable_official_action_or_publication_only","no_relation_onset":1,"no_new_layer_state":1,"no_civilization_snapshot":1,"bounded_overlap_not_exhaustive":1},"created_at":"2026-11-06T17:57:19.206Z","updated_at":"2026-11-06T17:57:19.206Z"},{"id":"src-20261106-ripple-2","dedupe_key":"b5acc8222966b07800450a7959d8314307108bc17f094a43da8aaf27d15e10b0","name":"","publisher":"Ricursive Intelligence","url":"https://huggingface.co/ricursiveAI/Ripple-65B-Preview/tree/main","evidence_locator":"","source_type":"primary","primary_or_secondary":"","retrieved_at":"2026-11-06T17:49:47.442Z","published_at":"2026-11-04T00:00:00.000Z","author":null,"metadata":{"rts_finding_id":"rts_finding_923ed8b98e5549bfaef73a0d32e662c8","evidence_only":1,"source_bound":1,"epistemic_scope":"dated_observable_official_action_or_publication_only","no_relation_onset":1,"no_new_layer_state":1,"no_civilization_snapshot":1,"bounded_overlap_not_exhaustive":1},"created_at":"2026-11-06T17:57:19.206Z","updated_at":"2026-11-06T17:57:19.206Z"}]}