{"schema_version":"onlylabs.public_signal.v1","title":"Anthropic Writing: Collective Constitutional Ai Aligning A Language Model With Public Input","description":"Anthropic writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/0cd55d48-0f9a-44e6-a7fb-e9a085dfcf34","json_url":"https://onlylabs.fyi/signals/0cd55d48-0f9a-44e6-a7fb-e9a085dfcf34/signal.json","generated_at":"2026-06-11T04:15:32.53409+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/0cd55d48-0f9a-44e6-a7fb-e9a085dfcf34","signal_json":"https://onlylabs.fyi/signals/0cd55d48-0f9a-44e6-a7fb-e9a085dfcf34/signal.json","source":"https://www.anthropic.com/research/collective-constitutional-ai-aligning-a-language-model-with-public-input","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 Collective Constitutional Ai Aligning A Language Model With Public Input. 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We did this to explore how democratic processes can influence AI development. In our experiment, we discovered areas where people both agreed with our in-house constitution , and areas where they had different preferences. In this post, we share the resulting publicly sourced constitution, as well as what happened when we trained a new AI system against it using Constitutional AI. Constitutional AI (CAI) is an Anthropic-developed method for aligning general purpose language models to abide by high-level normative principles written into a constitution. Anthropic’s language model Claude currently relies on a constitution curated by Anthropic employees. 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