{"schema_version":"onlylabs.public_signal.v1","title":"Anthropic Writing: Distillation Defenses","description":"Anthropic writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ba209a3f-31fe-4158-8b47-0759032c5483","json_url":"https://onlylabs.fyi/signals/ba209a3f-31fe-4158-8b47-0759032c5483/signal.json","generated_at":"2026-10-13T02:37:39.636Z","evidence_latest_fetched_at":"2026-10-13T00:02:22.385127+00:00","signal_first_seen_at":"2026-10-13T00:00:49.653014+00:00","org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/anthropic","dossier_json_url":"https://onlylabs.fyi/labs/anthropic/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ba209a3f-31fe-4158-8b47-0759032c5483","signal_json":"https://onlylabs.fyi/signals/ba209a3f-31fe-4158-8b47-0759032c5483/signal.json","source":"https://www.anthropic.com/research/distillation-defenses","lab_dossier":"https://onlylabs.fyi/labs/anthropic","lab_dossier_json":"https://onlylabs.fyi/labs/anthropic/dossier.json","analysis":"https://onlylabs.fyi/analysis/anthropic","analysis_json":"https://onlylabs.fyi/analysis/anthropic/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/anthropic/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","data_business":null},"answer_pack":{"answer":"Anthropic published Distillation Defenses. 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Defenses. 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Early evidence suggests that these methods have reduced the amount of data harvested by distillers by around 90 to 99 percent. Distillation attacks are covert, industrial-scale campaigns to extract the capabilities of one model and replicate them in another, without the authorization of the original model’s developers. They are often conducted using networks of fraudulent accounts. These attacks allow companies to mimic frontier capabilities for a fraction of the development time and cost. As we wrote in September , this method has been used extensively to help overseas AI laboratories keep pace with US companies. We’re concerned about illicit distillation for two reasons. First, distillation enables companies to build models that approach the capability frontier, but which have, in practice, been released without proportionally robust safeguards. This means that distilled models could be..."},"evidence_pages":[],"related_signals":[{"id":"b5364a96-cf29-493e-92db-d9ae9007ed15","url":"https://onlylabs.fyi/signals/b5364a96-cf29-493e-92db-d9ae9007ed15","source_url":"https://www.anthropic.com/research/self-replicating-ai","title":"Self Replicating Ai","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-10-12T19:15:04+00:00","first_seen_at":"2026-10-12T20:00:49.110786+00:00","date_source":"sitemap.lastmod"},{"id":"76598830-5557-4258-8b05-d93b890a2270","url":"https://onlylabs.fyi/signals/76598830-5557-4258-8b05-d93b890a2270","source_url":"https://www.anthropic.com/research/investigating-unintended-model-actions","title":"Investigating Unintended Model Actions","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-10-09T00:00:00.000Z","first_seen_at":"2026-10-10T00:00:48.967949+00:00","date_source":"page.visible_date"},{"id":"2467ee68-2c76-46b0-8161-ca7665d19a8f","url":"https://onlylabs.fyi/signals/2467ee68-2c76-46b0-8161-ca7665d19a8f","source_url":"https://www.anthropic.com/news/anthropic-cyber-mission","title":"Anthropic Cyber Mission","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-10-08T19:00:45+00:00","first_seen_at":"2026-10-08T20:00:49.744203+00:00","date_source":"sitemap.lastmod"},{"id":"88a60ee3-414d-4573-9799-a21365626ee3","url":"https://onlylabs.fyi/signals/88a60ee3-414d-4573-9799-a21365626ee3","source_url":"https://www.anthropic.com/research/the-missing-map-of-the-sky","title":"The Missing Map Of The Sky","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-10-08T00:00:00.000Z","first_seen_at":"2026-10-09T00:00:49.096766+00:00","date_source":"page.visible_date"},{"id":"08c6db5c-6884-4d87-8cae-050c1e863fcd","url":"https://onlylabs.fyi/signals/08c6db5c-6884-4d87-8cae-050c1e863fcd","source_url":"https://www.anthropic.com/research/launching-opt-in-vuln-finding-service-for-open-source","title":"Launching Opt In Vuln Finding Service For Open Source","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-10-08T00:00:00.000Z","first_seen_at":"2026-10-08T20:00:49.744203+00:00","date_source":"page.visible_date"},{"id":"a49e39ee-d01e-4f42-ac9f-19346441cc8a","url":"https://onlylabs.fyi/signals/a49e39ee-d01e-4f42-ac9f-19346441cc8a","source_url":"https://www.anthropic.com/news/claude-corps","title":"Claude Corps","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-06-11T00:00:00.000Z","first_seen_at":"2026-06-11T20:00:29.383721+00:00","date_source":"page.visible_date"}]}