{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Building agricultural database for farmers","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/fc5bd547-742c-449d-a0a8-e6b503a10f6c","json_url":"https://onlylabs.fyi/signals/fc5bd547-742c-449d-a0a8-e6b503a10f6c/signal.json","generated_at":"2026-06-08T15:46:14.875+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/fc5bd547-742c-449d-a0a8-e6b503a10f6c","signal_json":"https://onlylabs.fyi/signals/fc5bd547-742c-449d-a0a8-e6b503a10f6c/signal.json","source":"https://openai.com/index/digital-green","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":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}]}},"answer_pack":{"answer":"OpenAI published Building agricultural database for farmers. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Building agricultural database for farmers | OpenAI Digital Green Digital Green uses OpenAI to increase farmer income. Loading… Share What if, through generative AI, a.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. 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legible.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/fc5bd547-742c-449d-a0a8-e6b503a10f6c/signal.json","required":true},{"label":"source","url":"https://openai.com/index/digital-green","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 \"Building agricultural database for farmers\" for frontier lab 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Building agricultural database for farmers | OpenAI Digital Green Digital Green uses OpenAI to increase farmer income. Loading… Share What if, through generative AI, a.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. 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Loading… Share What if, through generative AI, a farmer could ask a chatbot any question, and instantly get an answer tailored to their specific community and context? This is exactly the experience that Digital Green has built with OpenAI. Called Farmer.Chat, this product supports the essential work of agricultural extension programs in countries including India and Kenya. For farmers navigating a changing climate, agricultural extension (also called agricultural advisory services) is critical. Extension agents teach farmers best practices for growing their crops, help them connect with local suppliers, and provide market and pricing information. But especially in rural, remote communities, giving every farmer the support they need is a huge challenge. Even India’s network of over 400,000 agents has an agent-to-farmer ratio of only 1:650. Over the past 15 years, Digital Green has been dedicated to solving this problem through digital agricultural extension. Working with the Ministries of Agriculture in India, Ethiopia, and Kenya, Digital Green has created nearly..."},"evidence_pages":[{"url":"https://openai.com/index/digital-green","final_url":"https://openai.com/index/digital-green","title":"Building agricultural database for farmers","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:14.875+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Building agricultural database for farmers | OpenAI Digital Green Digital Green uses OpenAI to increase farmer income. Loading… Share What if, through generative AI, a farmer could ask a chatbot any question, and instantly get an answer tailored to their specific community and context? This is exactly the experience that Digital Green has built with OpenAI. Called Farmer.Chat, this product supports the essential work of agricultural extension programs in countries including India and Kenya. 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