{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Extensions and limitations of the neural GPU","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/61224119-6406-4650-9b44-230afe5f14be","json_url":"https://onlylabs.fyi/signals/61224119-6406-4650-9b44-230afe5f14be/signal.json","generated_at":"2026-06-08T15:47:18.71+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/61224119-6406-4650-9b44-230afe5f14be","signal_json":"https://onlylabs.fyi/signals/61224119-6406-4650-9b44-230afe5f14be/signal.json","source":"https://openai.com/index/extensions-and-limitations-of-the-neural-gpu","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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"OpenAI published Extensions and limitations of the neural GPU. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Extensions and limitations of the neural GPU | OpenAI November 2, 2016 Publication Extensions and limitations of the neural GPU Read paper Loading… Share Abstract The.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Extensions and limitations of the neural GPU | OpenAI November 2, 2016 Publication Extensions and limitations of the neural GPU Read paper Loading… Share Abstract The.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. 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We show that there are two simple ways of improving the performance of the Neural GPU: by carefully designing a curriculum, and by increasing model size. The latter requires a memory efficient implementation, as a naive implementation of the Neural GPU is memory intensive. We find that these techniques increase the set of algorithmic problems that can be solved by the Neural GPU: we have been able to learn to perform all the arithmetic operations (and generalize to arbitrarily long numbers) when the arguments are given in the decimal representation (which, surprisingly, has not been possible before). 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