{"podcast":{"title":"LessWrong (Curated & Popular)","slug":"lesswrong-curated-popular-5643401","podcast_index_feed_id":5643401,"rss_url":"https://rss.buzzsprout.com/2037297.rss","website_url":"https://sites.libsyn.com/421877","image_url":"https://storage.buzzsprout.com/xq8g0aka74ttwoa9xkxlmy5fn9oa?.jpg","author":"LessWrong","episode_count":914,"summary":"Audio narrations of LessWrong posts. Includes all curated posts and all posts with 125+ karma. If you'd like more, subscribe to the “Lesswrong (30+ karma)” feed.","last_synced_at":"2026-07-26T00:17:48.974965+00:00","page_url":"https://stenobird.com/podcast/lesswrong-curated-popular-5643401"},"episode":{"title":"\"theory uplift differentially benefits safety & is massively underpriced\" by Yudhister Kumar","slug":"theory-uplift-differentially-benefits-safety-is-massively-underpriced-by-yudhister-kumar","published_at":"2026-05-27T06:15:26+00:00","page_url":"https://stenobird.com/podcast/lesswrong-curated-popular-5643401/theory-uplift-differentially-benefits-safety-is-massively-underpriced-by-yudhister-kumar","show_page_url":"https://stenobird.com/podcast/lesswrong-curated-popular-5643401","url":"https://www.buzzsprout.com/2037297/episodes/19246944-theory-uplift-differentially-benefits-safety-is-massively-underpriced-by-yudhister-kumar.mp3","audio_url":"https://www.buzzsprout.com/2037297/episodes/19246944-theory-uplift-differentially-benefits-safety-is-massively-underpriced-by-yudhister-kumar.mp3","summary":"[1] We will likely have near-superhuman mathematics AI by Q1 2027. [1] [2] Qualitatively, AI mathematics capabilities are developing significantly faster than automated AI R&D capabilities. [2] [3] Thus, we will likely have a period of time where the rate of our ability to rigorously & usefully verify and understand model behavior and model outputs outpaces the rate of capability development itself. [4] Our ability to take advantage of this period is bottlenecked on the qu...","meta_description":"[1] We will likely have near-superhuman mathematics AI by Q1 2027. [1] [2] Qualitatively, AI mathematics capabilities are developing significantly faster…","key_points":[],"chapters":[],"topics":[],"duration_seconds":153,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/lesswrong-curated-popular-5643401/episodes/theory-uplift-differentially-benefits-safety-is-massively-underpriced-by-yudhister-kumar/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/lesswrong-curated-popular-5643401/theory-uplift-differentially-benefits-safety-is-massively-underpriced-by-yudhister-kumar.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}