{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Preparing for malicious uses of AI","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/7130fd98-5044-42f2-80c1-6ed90bf661ee","json_url":"https://onlylabs.fyi/signals/7130fd98-5044-42f2-80c1-6ed90bf661ee/signal.json","generated_at":"2026-06-08T15:47:06.765+00:00","org":{"slug":"openai","name":"OpenAI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/openai","dossier_json_url":"https://onlylabs.fyi/labs/openai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/7130fd98-5044-42f2-80c1-6ed90bf661ee","signal_json":"https://onlylabs.fyi/signals/7130fd98-5044-42f2-80c1-6ed90bf661ee/signal.json","source":"https://openai.com/index/preparing-for-malicious-uses-of-ai","lab_dossier":"https://onlylabs.fyi/labs/openai","lab_dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis":"https://onlylabs.fyi/analysis/openai","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/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":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}]}},"answer_pack":{"answer":"OpenAI published Preparing for malicious uses of AI. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Preparing for malicious uses of AI | OpenAI February 20, 2018 Publication Preparing for malicious uses of AI Read paper Loading… Share We’ve co-authored a paper that.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Safety and policy in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/index/preparing-for-malicious-uses-of-ai","source_host":"openai.com","occurred_at":"2018-02-20T08:00:00+00:00","first_seen_at":"2026-06-05T05:42:57.832854+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"OpenAI","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"openai.com","source":"source"},{"label":"Radar lane","value":"Safety and policy","source":"radar"},{"label":"Matched term","value":"security","source":"radar"},{"label":"Matched term","value":"risk","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Safety and 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are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which data-business lane explains this signal: Safety and policy?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","data_business_lane","evidence_url"],"data_business_relevance":"Public writing supplies the narrative layer over raw signals and helps identify which frontier-lab priorities are becoming externally legible.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/7130fd98-5044-42f2-80c1-6ed90bf661ee/signal.json","required":true},{"label":"source","url":"https://openai.com/index/preparing-for-malicious-uses-of-ai","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/openai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/openai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json","required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze OpenAI's writing signal \"Preparing for malicious uses of AI\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Preparing for malicious uses of AI","text":"OpenAI published Preparing for malicious uses of AI."},{"subject":"Preparing for malicious uses of AI","predicate":"is classified as","object":"writing signal","text":"Preparing for malicious uses of AI is classified as writing signal."},{"subject":"Preparing for malicious uses of AI","predicate":"belongs to","object":"talking desk","text":"Preparing for malicious uses of AI belongs to talking desk."},{"subject":"Preparing for malicious uses of AI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Preparing for malicious uses of AI has evidence coverage 1 captured evidence page."},{"subject":"Preparing for malicious uses of AI","predicate":"matches data-business lanes","object":"Safety and policy","text":"Preparing for malicious uses of AI matches data-business lanes Safety and 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attention.."},{"subject":"Preparing for malicious uses of AI","predicate":"has source host","object":"openai.com","text":"Preparing for malicious uses of AI has source host openai.com."},{"subject":"Preparing for malicious uses of AI","predicate":"has lab","object":"OpenAI","text":"Preparing for malicious uses of AI has lab OpenAI."},{"subject":"Preparing for malicious uses of AI","predicate":"has signal desk","object":"talking","text":"Preparing for malicious uses of AI has signal desk talking."},{"subject":"Preparing for malicious uses of AI","predicate":"has source host","object":"openai.com","text":"Preparing for malicious uses of AI has source host openai.com."},{"subject":"Preparing for malicious uses of AI","predicate":"has radar lane","object":"Safety and policy","text":"Preparing for malicious uses of AI has radar lane Safety and policy."},{"subject":"Preparing for malicious uses of AI","predicate":"has matched term","object":"security","text":"Preparing for malicious uses of AI has matched term security."},{"subject":"Preparing for malicious uses of AI","predicate":"has matched term","object":"risk","text":"Preparing for malicious uses of AI has matched term risk."},{"subject":"Preparing for malicious uses of AI","predicate":"has watch term","object":"Eval methodology","text":"Preparing for malicious uses of AI has watch term Eval methodology."},{"subject":"Preparing for malicious uses of AI","predicate":"has watch term","object":"Safety and alignment","text":"Preparing for malicious uses of AI has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"talking","answer":"OpenAI published Preparing for malicious uses of AI. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Preparing for malicious uses of AI | OpenAI February 20, 2018 Publication Preparing for malicious uses of AI Read paper Loading… Share We’ve co-authored a paper that.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Safety and policy in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Preparing for malicious uses of AI","text":"OpenAI published Preparing for malicious uses of AI."},{"subject":"Preparing for malicious uses of AI","predicate":"is classified as","object":"writing signal","text":"Preparing for malicious uses of AI is classified as writing signal."},{"subject":"Preparing for malicious uses of AI","predicate":"belongs to","object":"talking desk","text":"Preparing for malicious uses of AI belongs to talking desk."},{"subject":"Preparing for malicious uses of AI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Preparing for malicious uses of AI has evidence coverage 1 captured evidence page."},{"subject":"Preparing for malicious uses of AI","predicate":"matches data-business lanes","object":"Safety and policy","text":"Preparing for malicious uses of AI matches data-business lanes Safety and policy."}]},"signal":{"id":"7130fd98-5044-42f2-80c1-6ed90bf661ee","url":"https://onlylabs.fyi/signals/7130fd98-5044-42f2-80c1-6ed90bf661ee","json_url":"https://onlylabs.fyi/signals/7130fd98-5044-42f2-80c1-6ed90bf661ee/signal.json","source_url":"https://openai.com/index/preparing-for-malicious-uses-of-ai","title":"Preparing for malicious uses of AI","summary":"OpenAI published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2018-02-20T08:00:00+00:00","first_seen_at":"2026-06-05T05:42:57.832854+00:00","date_source":"rss.item_date","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["exa"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://openai.com/index/preparing-for-malicious-uses-of-ai"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety"}],"score":15,"matched_terms":["security","risk"],"reason":"OpenAI has a writing signal matching safety and policy."}},"primary_evidence_page":{"url":"https://openai.com/index/preparing-for-malicious-uses-of-ai","final_url":"https://openai.com/index/preparing-for-malicious-uses-of-ai","title":"Preparing for malicious uses of AI","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:47:06.765+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Preparing for malicious uses of AI | OpenAI February 20, 2018 Publication Preparing for malicious uses of AI Read paper Loading… Share We’ve co-authored a paper that forecasts how malicious actors could misuse AI technology, and potential ways we can prevent and mitigate these threats. This paper is the outcome of almost a year of sustained work with our colleagues at the Future of Humanity Institute, the Centre for the Study of Existential Risk, the Center for a New American Security, the Electronic Frontier Foundation, and others. AI challenges global security because it lowers the cost of conducting many existing attacks, creates new threats and vulnerabilities, and further complicates the attribution of specific attacks. Given the changes to the threat landscape that AI seems to bring, the report makes some high-level recommendations that companies, research organizations, individual practitioners, and governments can take to ensure a safer world: - Acknowledge AI’s dual-use nature: AI is a technology capable of immensely positive and immensely negative applications. We should take steps as a community to better evaluate research projects for perversion by malicious actors,..."},"evidence_pages":[{"url":"https://openai.com/index/preparing-for-malicious-uses-of-ai","final_url":"https://openai.com/index/preparing-for-malicious-uses-of-ai","title":"Preparing for malicious uses of AI","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:47:06.765+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Preparing for malicious uses of AI | OpenAI February 20, 2018 Publication Preparing for malicious uses of AI Read paper Loading… Share We’ve co-authored a paper that forecasts how malicious actors could misuse AI technology, and potential ways we can prevent and mitigate these threats. This paper is the outcome of almost a year of sustained work with our colleagues at the Future of Humanity Institute, the Centre for the Study of Existential Risk, the Center for a New American Security, the Electronic Frontier Foundation, and others. AI challenges global security because it lowers the cost of conducting many existing attacks, creates new threats and vulnerabilities, and further complicates the attribution of specific attacks. Given the changes to the threat landscape that AI seems to bring, the report makes some high-level recommendations that companies, research organizations, individual practitioners, and governments can take to ensure a safer world: - Acknowledge AI’s dual-use nature: AI is a technology capable of immensely positive and immensely negative applications. 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