30 秒でわかる
Hinton discusses machine translation and imagines finding documents by the ideas they express.
- 1TranslationHinton anticipates improvements.
- 2DocumentsHe predicts progress in understanding text.
- 3ThemesHe imagines search by meaning.
ポイント
- He anticipated better translation.
- He expected progress in document understanding.
- He imagined searching by themes rather than words.
チャプターごとに整えた全文を読む
Machine translation
In a 2016 conversation, Geoffrey Hinton says he is excited about progress in machine translation, including work by his students, though he had not directly contributed to that work.
In a 2016 conversation, Geoffrey Hinton says he is excited about progress in machine translation, including work by his students, though he had not directly contributed to that work.
Understanding documents
He also predicts substantial progress in understanding documents over the following five to ten years.
He also predicts substantial progress in understanding documents over the following five to ten years.
Hinton imagines searching by themes or claims rather than matching exact words, so a system could find documents expressing an idea in different language.
同じチャンネルの記事
3:34:27EN
Lex Fridman· 2026年10月26日ポッドキャスト · 4 人AI, Mathematics, and the Meaning of a Proofゲスト Steven Brunton, Ankur Moitra, Alex Kontorovich · ホスト Lex FridmanLex Fridman and three mathematicians discuss recent AI-generated research, hard open problems and what human understanding contributes.
3:36:56ENLex Fridman· 2026年9月16日ポッドキャストPsychiatry Has Never Found Its Penicillinホスト Lex FridmanHistorian Andrew Scull tells Lex Fridman why the field can ease symptoms, has never cured a major mental illness, and keeps paying for overconfidence with patients' lives.
5:15:51ENLex Fridman· 2026年8月26日ポッドキャスト · 2 人DHH Did Not Write a Line of Omarchy Quattroゲスト DHH · ホスト Lex FridmanThirteen months after a skeptical conversation with Lex Fridman, the Rails creator describes how Opus 4.5, a swarm of coding agents, and a one-minute Linux installer ended his era of hand-chiseled Ruby.
3:12:58ENLex Fridman· 2026年8月12日ポッドキャスト · 2 人One Cold Shower, Twenty Champions: How Khabib Nurmagomedov Was Forgedゲスト Khabib Nurmagomedov · ホスト Lex FridmanIn a Makhachkala school gym, seventy men shared one shower, and the water was only cold.
3:46:18ENLex Fridman· 2026年7月28日ポッドキャスト · 2 人If You Take Slavery Out of the Picture, There Is No Civil Warゲスト Gary Gallagher · ホスト Lex FridmanIn 1860, enslaved people were worth more than every railroad and factory in the United States combined.
3:51:47ENLex Fridman· 2026年6月30日ポッドキャスト · 2 人Forty-Six Percent of Emperors Were Overthrown. The Empire Lasted Anywayゲスト Anthony Kaldellis · ホスト Lex FridmanHistorian Anthony Kaldellis walks Lex Fridman through 2,200 years of Roman history and argues that what we call Byzantium was Rome itself.