{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Requests for Research 2.0","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/4bec46d3-103f-4ebb-a107-2b58ae7a52fa","json_url":"https://onlylabs.fyi/signals/4bec46d3-103f-4ebb-a107-2b58ae7a52fa/signal.json","generated_at":"2026-06-08T15:47:06.754+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/4bec46d3-103f-4ebb-a107-2b58ae7a52fa","signal_json":"https://onlylabs.fyi/signals/4bec46d3-103f-4ebb-a107-2b58ae7a52fa/signal.json","source":"https://openai.com/index/requests-for-research-2","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":null},"answer_pack":{"answer":"OpenAI published Requests for Research 2.0. 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High-signal details: Requests for Research 2.0 | OpenAI January 31, 2018 Release Requests for Research 2.0 We’re releasing a new batch of seven unsolved problems which have come up in the.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/index/requests-for-research-2","source_host":"openai.com","occurred_at":"2018-01-31T08:00:00+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":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch 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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/4bec46d3-103f-4ebb-a107-2b58ae7a52fa/signal.json","required":true},{"label":"source","url":"https://openai.com/index/requests-for-research-2","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":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific 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 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2.0","predicate":"has watch term","object":"Safety and alignment","text":"Requests for Research 2.0 has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"talking","answer":"OpenAI published Requests for Research 2.0. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Requests for Research 2.0 | OpenAI January 31, 2018 Release Requests for Research 2.0 We’re releasing a new batch of seven unsolved problems which have come up in the.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Requests for Research 2.0","text":"OpenAI published Requests for Research 2.0."},{"subject":"Requests for Research 2.0","predicate":"is classified as","object":"writing signal","text":"Requests for Research 2.0 is classified as writing signal."},{"subject":"Requests for Research 2.0","predicate":"belongs to","object":"talking desk","text":"Requests for Research 2.0 belongs to talking desk."},{"subject":"Requests for Research 2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Requests for Research 2.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4bec46d3-103f-4ebb-a107-2b58ae7a52fa","url":"https://onlylabs.fyi/signals/4bec46d3-103f-4ebb-a107-2b58ae7a52fa","json_url":"https://onlylabs.fyi/signals/4bec46d3-103f-4ebb-a107-2b58ae7a52fa/signal.json","source_url":"https://openai.com/index/requests-for-research-2","title":"Requests for Research 2.0","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":"2018-01-31T08:00:00+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/requests-for-research-2"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://openai.com/index/requests-for-research-2","final_url":"https://openai.com/index/requests-for-research-2","title":"Requests for Research 2.0","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:47:06.754+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Requests for Research 2.0 | OpenAI January 31, 2018 Release Requests for Research 2.0 We’re releasing a new batch of seven unsolved problems which have come up in the course of our research at OpenAI. Loading… Share Like our original Requests for Research⁠(which resulted⁠ in⁠ several⁠ papers⁠), we expect these problems to be a fun and meaningful way for new people to enter the field, as well as for practitioners to hone their skills (it’s also a great way to get a job⁠ at OpenAI). Many will require inventing new ideas. Please email⁠ us with questions or solutions you’d like us to publicize! (Also, if you don’t have deep learning background but want to learn to solve problems like these, please apply for our Fellowship⁠ program!) Warmups If you’re not sure where to begin, here are some solved starter problems. ⭐ Train an LSTM to solve the`XOR` problem: that is, given a sequence of bits, determine its parity. The LSTM⁠ should consume the sequence, one bit at a time, and then output the correct answer at the sequence’s end. Test the two approaches below: - Generate a dataset of random 100,000 binary strings of length 50. Train the LSTM; what performance do you get? - Generate a..."},"evidence_pages":[{"url":"https://openai.com/index/requests-for-research-2","final_url":"https://openai.com/index/requests-for-research-2","title":"Requests for Research 2.0","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:47:06.754+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Requests for Research 2.0 | OpenAI January 31, 2018 Release Requests for Research 2.0 We’re releasing a new batch of seven unsolved problems which have come up in the course of our research at OpenAI. Loading… Share Like our original Requests for Research⁠(which resulted⁠ in⁠ several⁠ papers⁠), we expect these problems to be a fun and meaningful way for new people to enter the field, as well as for practitioners to hone their skills (it’s also a great way to get a job⁠ at OpenAI). Many will require inventing new ideas. Please email⁠ us with questions or solutions you’d like us to publicize! (Also, if you don’t have deep learning background but want to learn to solve problems like these, please apply for our Fellowship⁠ program!) Warmups If you’re not sure where to begin, here are some solved starter problems. ⭐ Train an LSTM to solve the`XOR` problem: that is, given a sequence of bits, determine its parity. The LSTM⁠ should consume the sequence, one bit at a time, and then output the correct answer at the sequence’s end. Test the two approaches below: - Generate a dataset of random 100,000 binary strings of length 50. 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