Our second wave of speakers for AI Engineer World’s Fair were announced! The conference sold out of Platinum/Gold/Silver sponsors and Early Bird tickets! See our Microsoft episode for more info and buy now with code LATENTSPACE. This episode is straightforwardly a part 2 to our ICLR 2024 Part 1 episode, so without further ado, we’ll just get right on with it! Timestamps [00:03:43] Section A: Code Edits and Sandboxes, OpenDevin, and Academia vs Industry — ft. Graham Neubig and Aman Sanger *...

AI Engineer World’s Fair in SF! Prices go up soon. Note that there are 4 tracks per day and dozens of workshops/expo sessions; the livestream will air the most stacked speaker list/AI expo floor of 2024. Apply for free/discounted Diversity Program and Scholarship tickets here. We hope to make this the definitive technical conference for ALL AI engineers. Exactly a year ago, we declared the Beginning of Context=Infinity when Mosaic made their breakthrough training an 84k token context...

Speakers for AI Engineer World’s Fair have been announced! See our Microsoft episode for more info and buy now with code LATENTSPACE — we’ve been studying the best ML research conferences so we can make the best AI industry conf! Note that this year there are 4 main tracks per day and dozens of workshops/expo sessions; the free livestream will air much less than half of the content this time. Apply for free/discounted Diversity Program and Scholarship tickets here. We hope to make this the...

Disclaimer: today’s episode touches on NSFW topics. There’s no graphic content or explicit language, but we wouldn’t recommend blasting this in work environments. Product website: https://usewhisper.me/ For over 20 years it’s been an open secret that porn drives many new consumer technology innovations, from VHS and Pay-per-view to VR and the Internet. It’s been no different in AI - many of the most elite Stable Diffusion and Llama enjoyers and merging/prompting/PEFT techniques were born in...

We are 200 people over our 300-person venue capacity for AI UX 2024, but you can subscribe to our YouTube for the video recaps. Our next event, and largest EVER, is the AI Engineer World’s Fair. See you there! Parental advisory: Adult language used in the first 10 mins of this podcast. Any accounting of Generative AI that ends with RAG as its “final form” is seriously lacking in imagination and missing out on its full potential. While AI generation is very good for “spicy autocomplete” and...

We are reuniting for the 2nd AI UX demo day in SF on Apr 28. Sign up to demo here! And don’t forget tickets for the AI Engineer World’s Fair — for early birds who join before keynote announcements! About a year ago there was a lot of buzz around prompt engineering techniques to force structured output. Our friend Simon Willison tweeted a bunch of tips and tricks, but the most iconic one is Riley Goodside making it a matter of life or death: Guardrails (friend of the pod and AI Engineer...

Maggie, Linus, Geoffrey, and the LS crew are reuniting for our second annual AI UX demo day in SF on Apr 28. Sign up to demo here! And don’t forget tickets for the AI Engineer World’s Fair — for early birds who join before keynote announcements! It’s become fashionable for many AI startups to project themselves as “the next Google” - while the search engine is so 2000s, both Perplexity and Exa referred to themselves as a “research engine” or “answer engine” in our NeurIPS pod. However these...

Our next 2 big events are AI UX and the World’s Fair. Join and apply to speak/sponsor! Due to timing issues we didn’t have an interview episode to share with you this week, but not to worry, we have more than enough “weekend special” content in the backlog for you to get your Latent Space fix, whether you like thinking about the big picture, or learning more about the pod behind the scenes, or talking Groq and GPUs, or AI Leadership, or Personal AI. Enjoy! AI Breakdown The indefatigable NLW...

TL;DR: You can now buy tickets, apply to speak, or join the expo for the biggest AI Engineer event of 2024. We’re gathering *everyone* you want to meet - see you this June. In last year’s the Rise of the AI Engineer we put our money where our mouth was and announced the AI Engineer Summit, which fortunately went well: With ~500 live attendees and over ~500k views online, the first iteration of the AI Engineer industry affair seemed to be well received. Competing in an expensive city with 3...

Our next SF event is AI UX 2024 - let’s see the new frontier for UX since last year! Last call: we are recording a preview of the AI Engineer World’s Fair with swyx and Ben Dunphy, send any questions about Speaker CFPs and Sponsor Guides you have! Alessio is now hiring engineers for a new startup he is incubating at Decibel: Ideal candidate is an “ex-technical co-founder type”. Reach out to him for more! David Luan has been at the center of the modern AI revolution: he was the ~30th hire at...

Giving computers a voice has always been at the center of sci-fi movies; “I’m sorry Dave, I’m afraid I can’t do that” wouldn’t hit as hard if it just appeared on screen as a terminal output, after all. The first electronic speech synthesizer, the Voder, was built at Bell Labs 85 years ago (1939!), and it’s…. something: We will not cover the history of Text To Speech (TTS), but the evolution of the underlying architecture has generally been Formant Synthesis → Concatenative Synthesis → Neural...

We will be recording a preview of the AI Engineer World’s Fair soon with swyx and Ben Dunphy, send any questions about Speaker CFPs and Sponsor Guides you have! Alessio is now hiring engineers for a new startup he is incubating at Decibel: Ideal candidate is an ex-technical co-founder type (can MVP products end to end, comfortable with ambiguous prod requirements, etc). Reach out to him for more! Thanks for all the love on the Four Wars episode! We’re excited to develop this new “swyx &...

Speaker CFPs and Sponsor Guides are now available for AIE World’s Fair — join us on June 25-27 for the biggest AI Engineer conference of 2024! Soumith Chintala needs no introduction in the ML world — his insights are incredibly accessible across Twitter, LinkedIn, podcasts, and conference talks (in this pod we’ll assume you’ll have caught up on the History of PyTorch pod from last year and cover different topics). He’s well known as the creator of PyTorch, but he's more broadly the...

This Friday we’re doing a special crossover event in SF with of SemiAnalysis (previous guest!), and we will do a live podcast on site. RSVP here. Also join us on June 25-27 for the biggest AI Engineer conference of the year! Replicate is one of the most popular AI inference providers, reporting over 2 million users as of their $40m Series B with a16z. But how did they get there? The Definitive Replicate Story (warts and all) Their overnight success took 5 years of building, and it all...

We’re writing this one day after the monster release of OpenAI’s Sora and Gemini 1.5. We covered this on ‘s ThursdAI space, so head over there for our takes. IRL: We’re ONE WEEK away from Latent Space: Final Frontiers, the second edition and anniversary of our first ever Latent Space event! Also: join us on June 25-27 for the biggest AI Engineer conference of the year! Online: All three Discord clubs are thriving. Join us every Wednesday/Friday! Almost 12 years ago, while working at...

Our first ever demo day aimed for 15-20 people and ended up ballooning to >200 and covered in the news. We are now running the 2024 edition in SF on Feb 23: Latent Space Final Frontiers, a startup and research competition in “The Autonomous Workforce”, ​”Beyond Transformers & GPUs”, and “​Embodied AI”. RSVP here! You can find all LS online/IRL events on our new calendar. Super Early Bird tickets have just gone on sale for AI Engineer World’s Fair, June 25-27! Today we have the honor...

We are announcing the second edition of our Latent Space demo day event in SF on 2/23: Final Frontiers, a startup and research competition in “The Autonomous Workforce”, ​”Beyond Transformers & GPUs”, and “​Embodied AI”. RSVP here! The first one was aimed for 15-20 people and ended up blowing up to >200 and covered in the Information - let’s see what a year of growth (and competition) does to the local events space in 2024. You can find all Latent Space events here, and of course get...

Note for Latent Space Community members: we have now soft-launched meetups in Singapore, as well as two new virtual paper club/meetups for AI in Action and LLM Paper Club. We’re also running Latent Space: Final Frontiers, our second annual demo day hackathon from last year. For the first time, we are doing an audio version of monthly AI Engineering recap that we publish on Latent Space! This month it’s “The Four Wars of the AI Stack”; you can find the full recap with all the show notes here:...

Latent Space is heating up! Our paper club ran into >99 person Discord limits, oops. We are also introducing 2 new online meetups: LLM Paper Club Asia for Asia timezone (led by Ivan), and AI in Action: hands-on application of AI (led by KBall). To be notified of all upcoming Latent Space events, subscribe to our new Luma calendar (sign up for individual events, or hit the RSS icon to sync all events to calendar). In the halcyon open research days of 2022 BC (Before-ChatGPT), DeepMind was...

In 2023 we did a few Fundamentals episodes covering Benchmarks 101, Datasets 101, FlashAttention, and Transformers Math, and it turns out those were some of your evergreen favorites! So we are experimenting with more educational/survey content in the mix alongside our regular founder and event coverage. Pls request more! We have a new calendar for events; join to be notified of upcoming things in 2024! Today we visit the shoggoth mask factory: how do transformer models go from trawling a...

Happy 2024! We appreciated all the feedback on the listener survey (still open, link here)! Surprising to see that some people’s favorite episodes were others’ least, but we’ll always work on improving our audio quality and booking great guests. Help us out by leaving reviews on Twitter, YouTube, and Apple Podcasts! 🙏 Big thanks to Chris Anderson for the latest review - be like Chris! Note to the Audio-only Listener Because of the nature of today’s topic, it makes the most sense to follow...

We are running an end of year listener survey! Please let us know any feedback you have, what episodes resonated with you, and guest requests for 2024! Survey link here. We can’t think of a more Latent-Space-y way to end 2023 than with a mega episode featuring many old and new friends recapping their biggest news, achievements, and themes and memes of the year! We previously covered the Best Papers of NeurIPS 2023, but the other part of NeurIPS being an industry friendly conference is all the...

We are running an end of year listener survey! Please let us know any feedback you have, what episodes resonated with you, and guest requests for 2024! Survey link here. NeurIPS 2023 took place from Dec 10–16 in New Orleans. The Latent Space crew was onsite for as many of the talks and workshops as we could attend (and more importantly, hosted cocktails and parties after hours)! Picking from the 3586 papers accepted to the conference (available online, full schedule here) is an impossible...

We are running an end of year survey for our listeners! Please let us know any feedback you have, what episodes resonated with you, and guest requests for 2024! Survey link here! Before language models became all the rage in November 2022, image generation was the hottest space in AI (it was the subject of our first piece on Latent Space!) In our interview with Sharif Shameem from Lexica we talked through the launch of StableDiffusion and the early days of that space. At the time, the toolkit...

We are running an end of year survey for our listeners. Let us know any feedback you have for us, what episodes resonated with you the most, and guest requests for 2024! RAG has emerged as one of the key pieces of the AI Engineer stack. Jerry from LlamaIndex called it a “hack”, Bryan from Hex compared it to “a recommendation system from LLMs”, and even LangChain started with it. RAG is crucial in any AI coding workflow. We talked about context quality for code in our Phind episode. Today’s...