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#cursor#speculativedecoding#copilot

Cursor Team: Future of Programming with AI | Lex Fridman Podcast #447

Lex Fridman

5M subscribers • 39 videos on Hallway

YouTube
  • Recommended by 2 people: 2 on Hacker News.
  • Presented by Aman Sanger, Arvid Lunnemark, Michael Truell, and Sualeh Asif, creators of Cursor
  • May be out of date. The tools, versions or practices it shows have likely moved on.

Intermediate. Assumes working knowledge.

1M views2 years ago2 recommendations

AI and machine learningTools and practiceTransformers and LLMsAI for codingVim, Emacs and editors

The creators of Cursor discuss how they integrate AI models into the editor, custom completion models, and speculative decoding techniques.

Aman Sanger, Arvid Lunnemark, Michael Truell, and Sualeh Asif are creators of Cursor, a popular code editor that specializes in AI-assisted programming. Thank you for listening ❤ Check out our sponsors: lexfridman.com/sponsors/ep447-sb See below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc. *Transcript:* lexfridman.com/cursor-team-transcript *CONTACT LEX:* *Feedback* - give feedback to Lex: lexfridman.com/survey *AMA* - submit questions, videos or call-in: lexfridman.com/ama *Hiring* - join our team: lexfridman.com/hiring *Other* - other ways to get in touch: lexfridman.com/contact *EPISODE LINKS:* Cursor Website: cursor.com Cursor on X: x.com/cursor_ai Anysphere Website: anysphere.inc/ Aman's X: x.com/amanrsanger Aman's Website: amansanger.com/ Arvid's X: x.com/ArVID220u Arvid's Website: arvid.xyz/ Michael's Website: mntruell.com/ Michael's LinkedIn: bit.ly/3zIDkPN Sualeh's X: x.com/sualehasif996 Sualeh's Website: sualehasif.me/ *SPONSORS:* To support this podcast, check out our sponsors & get discounts: *Encord:* AI tooling for annotation & data management. Go to lexfridman.com/s/encord-ep447-sb *MasterClass:* Online classes from world-class experts. Go to lexfridman.com/s/masterclass-ep447-sb *Shopify:* Sell stuff online. Go to lexfridman.com/s/shopify-ep447-sb *NetSuite:* Business management software. Go to lexfridman.com/s/netsuite-ep447-sb *AG1:* All-in-one daily nutrition drinks. Go to lexfridman.com/s/ag1-ep447-sb *OUTLINE:* - Introduction - Code editor basics - GitHub Copilot - Cursor - Cursor Tab - Code diff - ML details - GPT vs Claude - Prompt engineering - AI agents - Running code in background - Debugging - Dangerous code - Branching file systems - Scaling challenges - Context - OpenAI o1 - Synthetic data - RLHF vs RLAIF - Fields Medal for AI - Scaling laws - The future of programming *PODCAST LINKS:* - Podcast Website: lexfridman.com/podcast - Apple Podcasts: apple.co/2lwqZIr - Spotify: open.spotify.com/episode/3KqezvIUnBKhBnkRVYgBNW - RSS: lexfridman.com/feed/podcast/ - Podcast Playlist: youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4 - Clips Channel: youtube.com/lexclips *SOCIAL LINKS:* - X: x.com/lexfridman - Instagram: instagram.com/lexfridman - TikTok: tiktok.com/@lexfridman - LinkedIn: linkedin.com/in/lexfridman - Facebook: facebook.com/lexfridman - Patreon: patreon.com/lexfridman - Telegram: t.me/lexfridman - Reddit: reddit.com/r/lexfridman

Why it's here

2 people recommend this

What people say. Recommended for its deep technical insights into how Cursor builds and optimizes its AI-assisted programming features.

rco8786on Hacker News • Recommends

On “How I write code using Cursor”

The founders did an episode on Lex Fridman's podcast that covers the technical sides of Cursor far better than I ever could: link to this video But to summarize, Copilot is an okay ChatGPT wrapper for single line code completion. Cursor is a full IDE with AI baked in natively, with use-case specific models for different tasks, intelligent look-ahead, multi-line completion, etc. If Copilot is a horse, Cursor is a Model T.

light_triadon Hacker News • Recommends

On “You can’t build a moat with AI (redux)”

AI enables new tools & features but in itself is not a product. There's a good essay from Andrew Chen on this topic: Revenge of the GPT Wrappers: Defensibility in a world of commoditized AI models "Network effects are what defended consumer products, in particular, but we will also see moats develop from the same places they came from the past decades: B2B-specific moats (workflow, compliance, security, etc), brand/UX, growth/distribution advantages, proprietary data, etc etc." 1 Also check out the podcast with the team at Cursor/Anysphere for details into how they integrate models into workflows 2 1 link 2 link to this video

viraptoron Hacker News • Mentions

On “How I write code using Cursor”

That's the basic part. Cursor people talked about effectively streaming in and other ideas. See link to this video

cbhlon Hacker News • Mentions

On “New OpenAI Feature: Predicted Outputs”

If you use the Cursor IDE: the folks that wrote it talked about their use of speculative decoding to make "Apply" faster on the Lex Friedman podcast last month. Here it is on YouTube, although you can also find it on Spotify and other podcast platforms: link to this video

viraptoron Hacker News • Mentions

On “OpenAI looked at buying Cursor creator before turning to Windsurf”

On the agent side it's just the UI and LLM wrapper really. But the completion is a completely different custom thing. There's a video of the cursor team on Lex Fridman where they mention a few details link to this video