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Latent.Space

@latentspacepod

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The #1 AI Engineering podcast & newsletter. Breaking news today you will use at work tomorrow! Hosted by @swyx and @fanahova

San Francisco, CA
Joined June 2023
Don't wanna be here? Send us removal request.
@latentspacepod
Latent.Space
22 days
Some very promising arena results, congrats @xai & @elonmusk ! Open invitation for a grok-2-large release podcast with us, people would love to hear the technical details 👀
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@xai
xAI
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@latentspacepod
Latent.Space
11 months
What's the #1 trick to massively stand out in your career? @jeremyphoward drops his #1 tip. The bar has been set
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@latentspacepod
Latent.Space
10 months
🆕 The New Kings of Open Source AI Recapping how @MistralAI took over Open Source AI, how the definition of Open is evolving, and why engineers freaked out about Copilot losses at @aidotengineer Memes of the month: @itsmingjie @nearcyan ft @TheNoahHein
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@latentspacepod
Latent.Space
5 months
🆕 the one and only @jxnlco on: • Why Pydantic is -still- All You Need • Why most AI frameworks aren't VC backable • Why you'd be happier being bootstrapped • Why you should NOT hire ML Engineers • the definitive origin of Instructor (and bonus
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@latentspacepod
Latent.Space
2 months
🆕 pod: The Yolo Researcher Metagame with @YiTayML ! OpenAI (ca. GPT4): ~600 people Google Gemini: ~950 coauthors @RekaAILabs : 20 people @sama once speculated on the qualities of "10,000x AI researchers", and more recently @_jasonwei described the "Yolo
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@latentspacepod
Latent.Space
9 months
🆕 The Busy Person's Intro to Finetuning & Open Source AI with @winglian of Axolotl Covering the SF AI meetup with @NousResearch , @Teknium1 , and all the required knowledge to get started navigating Open Source AI and finetuning them. (special cohost
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@latentspacepod
Latent.Space
8 months
Prediction: "In the next 2 years, every LLM will become LMMs" ( @chipro 's term for Large Multimodal Models) 🆕: How to train your own Large Multimodal Model with @HugoLaurencon and @LeoTronchon of @Huggingface ! We follow how HuggingFace's M4 team
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@latentspacepod
Latent.Space
8 months
🆕 The Accidental AI Canvas The full story of how @steveruizok took @gdb 's GPT4V Demo to its logical conclusion, and accidentally invented the future of multimodal prompting with @tldraw . Now on YouTube + wherever fine podcasts are sold.
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@latentspacepod
Latent.Space
1 month
🆕 The Winds of AI Winter The vibes have shifted. On @leopoldasch vs Sequoia, Goldman Sachs, @benedictevans , @cpaik 's End of Software and why the AI Engineer rises above it all. The future is here, but it is not evenly distributed.
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@latentspacepod
Latent.Space
19 days
🆕 Building AI for The People Never has so much been shipped for so many by so few. @jeremyphoward is back on the pod! sharing the founding journey of @AnswerAI , predicting the @OpenAI governance crisis, hiring 1000x researchers and developers like
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@latentspacepod
Latent.Space
1 year
🚨 EMERGENCY LATENT SPACE SATURDAY 12PM PT @simonw , @altryne , @FanaHOVA , @swyx Join us to talk how @OpenAI chat interpreter changes coding -and- chat, forever.
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@latentspacepod
Latent.Space
3 months
🆕 pod: How to train a Million Context LLM! @ylecun says we should publish, or perish. We asked @markatgradient to spill ALL the beans on how his team extended Llama-3 to 1M+ context with ~perfect @GregKamradt NIAH evals! Also covering: - A Brief
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@latentspacepod
Latent.Space
8 months
Are GPU clouds intentionally losing money on last month's Mixtral inference price war? Probably. Depends on batching and aggressiveness of accounting. As @NaveenGRao puts it - a lot of people are about to learn the meaning of "TCO"...
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@swyx
swyx.io
8 months
🆕 The Four Wars of the AI Stack Our Dec 2023 recap also includes a framework for looking at the key business battlegrounds of all of 2023: In Data: with OpenAI announcing a partnership with Axel Springer (see also its deal with the AP and its Data
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@latentspacepod
Latent.Space
9 months
🆕 pod: with @BEBischof of @_hex_tech ! On putting AI Magic into Notebooks, and how RAG is actually a recommendation systems problem. Also an @AAAzzam hot take: LLMOps is more like an "iron mine" than a "gold rush"!
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@latentspacepod
Latent.Space
4 months
"You shouldn't even be hiring MLEs" @jxnlco on how companies are unnecessarily hiring MLEs when they should be looking to the under-utilized but motivated engineers that have a desire to pursue AI Engineering.
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@latentspacepod
Latent.Space
3 months
🆕 ICLR 2024: Best Papers (Part 1) We present our selections of outstanding papers and talks thematically introducing topics for AI Engineers to track: Section A: ImageGen, Compression, Adversarial Attacks - Auto-encoding Variational Bayes ( @dpkingma ) - Würstchen: An Efficient
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@latentspacepod
Latent.Space
3 months
🆕How to Hire AI Engineers a rare guest post (and bonus pod) from @james_elicit and @_adamwiggins_ ! Covering: - Defining the Hiring Process - Defensive AI Engineering as a chaotic medium - Tech Choices for Defensive AI Engineering - How do you Interview for Defensive AI
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@latentspacepod
Latent.Space
11 months
SOTA prompt injection be like:
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@latentspacepod
Latent.Space
1 year
🆕 pod on Transformer Math 101! with @QuentinAnthon15 of @AiEleuther everything you ever wanted to know about the nitty gritty of training and making the gpu go brrrrrrrrrrrr
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@FanaHOVA
Alessio Fanelli
1 year
The one thing more valuable than GPUs is knowing how to use them (aka make them go brrrr 🔥) @QuentinAnthon15 of @AiEleuther , co-author of "Transformers Math 101", joined @swyx and I on @latentspacepod 🎙️ Take your notepads out before pressing play! We
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@latentspacepod
Latent.Space
4 months
🆕 Our first NSFW AI episode, with @itsjessehi ! Covering: - the Waifu vs Fan Platform market - 2-5x'ing the income of OnlyFans creators - Building and Finetuning with DSPy - Model graded evals - Guarding against prompt injections - Memory for
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@latentspacepod
Latent.Space
8 months
OpenAI's RLHF evaluation metrics show us that RLHF can improve some metrics, but it doesn't always mean people are going to be happy with the changes - with @natolambert
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@latentspacepod
Latent.Space
9 months
🆕 The AI-First Graphics Editor We talked with @suhail on: - his journey from Mixpanel to Mighty - How a conversation with @model_mechanic inspired @playground_ai - raising $40m to reimagine the graphics editor - how to self-teach AI with
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@latentspacepod
Latent.Space
15 days
i should call her
@fofrAI
fofr
15 days
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@latentspacepod
Latent.Space
2 months
some AWESOME presentations at the @latentspacepod Survey Paper Club today: - @honicky 's guide to ColBERT ( @lateinteraction ): - @dimfeld 's guide to The Landscape of Emerging AI Agent Architectures ( @alexchaomander ): -
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@latentspacepod
Latent.Space
8 months
🆕 NeurIPS 2023 Recap — Top Startups! part 2 of our NeurIPS coverage is the biggest ensemble of founders and company leaders we’ve ever featured: • @jefrankle - Chief Scientist, MosaicML • @lqiao - CEO, Fireworks AI • @amanrsanger - CEO, Anysphere
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@latentspacepod
Latent.Space
8 months
🆕 pod: RLHF 201 Our deep dive into Reinforcement Learning with Human Feedback, with @natolambert of @allen_ai + @interconnectsai ! Covering: - History of RL and its applications - Intellectual history of RLHF dating to Aristotle (!) - RLHF for
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@latentspacepod
Latent.Space
1 month
🚨 EMERGENCY PAPER CLUB The @latentspacepod discord is meeting in 2hrs to talk thru @lvdmaaten et al's The Llama 3 Herd of Models, early contender to win the POTY* Awards! Join us (link below) with @swyx , @vibhuuuus , @picocreator , @eugeneyan , et al! *Paper of The Year, totally
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@latentspacepod
Latent.Space
7 months
defining inner loop (in a git commit) vs outer loop (after the commit) AI agents. Do you think we'll have true outer loop agents? if so, when?
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@latentspacepod
Latent.Space
6 days
🆕 Why you should write your own LLM benchmarks w/ Nicholas Carlini of @GoogleDeepMind Covering his greatest hits: - How I Use AI - My benchmark for large language models - Extracting Training Data from Large Language Models (RIP @openai logprobs) Full episode below!
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@latentspacepod
Latent.Space
1 year
FYI: we are holding a snap @latentspacepod on Llama 2 at 4pm PT today! ft. @natolambert @simonw @BornsteinMatt and ofc @fanahova and @swyx !
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@latentspacepod
Latent.Space
6 months
Congrats @xai and @elonmusk on the open source release 🫡 Grok-1 cheat sheet 📝 - MoE architecture for 314B total params - 8 experts with 2 active - Apache 2.0 license - Trained on JAX and Rust - Finished training October 2023 - Base model, no task-specific fine-tune - No
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@latentspacepod
Latent.Space
1 year
Thanks to @eugeneyan for starting the LS Discord #paperclub and @youngphlo_ our fancy new logo! If you want a welcoming, unrecorded space to dive in to LLM papers every week, we're still open to new members on the LS Discord/Paper club. join in!
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@latentspacepod
Latent.Space
2 months
🆕 State of the Art: Training >70B LLMs We are excited to deep dive into @imbue_ai 's incredible new releases with @joshalbrecht (CTO of Imbue) AND with the best return GUEST COHOST possible for the job: @jefrankle (Chief AI Scientist of @DbrxMosaicAI
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@imbue_ai
Imbue
2 months
Early this year, we trained a 70B model optimized for reasoning and coding. This model roughly matches LLAMA 3 70B despite being trained on 7x less data. Today, we’re releasing a toolkit to help others do the same, including: • 11 sanitized and extended NLP reasoning
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@latentspacepod
Latent.Space
6 months
the Latent Space podcast turns 1 today! reflections from @fanahova (with @swyx ):
@FanaHOVA
Alessio Fanelli
7 months
One Year of Latent Space 🔭 Friday is @latentspacepod birthday, so I wrote out some thoughts on our first year of hosting it with @swyx . Grateful for all the support, and a special s/o to @OfficialLoganK for helping us kick it off as the first guest 🚀
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@latentspacepod
Latent.Space
2 months
🆕 pod alert: Special @aidotengineer Preview Edition! We're so excited to flip the tables with @RazRazcle and help him launch his new podcast, High Agency. A full interview on the 1 year anniversary of the Rise of the AI Engineer, and special preview of
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@latentspacepod
Latent.Space
5 months
Q: How can 1-bit LLMs match 16-bit LLaMAs? 2-3x faster inference and 20-40x more energy efficient and slightly better evals!! Great work by RJ for the @latentspacepod paper club - a deep dive into the 1-bit LLMs paper! We had a LOT of fun going thru the details this week and
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@honicky
RJ Honicky
5 months
Please check out my first step of my in-public education about deep learning Are All Large Language Models Really in 1.58 Bits? { by rj45 }
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@latentspacepod
Latent.Space
7 months
🇸🇬 Singapore AI Engineers! Our second meetup is taking place at @StripeDev HQ on 6 Feb: Join @ivanleomk and @swyx ! For those in other countries, feel free to organize your own and tell us on discord!
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@latentspacepod
Latent.Space
7 months
🆕 Cloud Intelligence at the speed of 5000 tok/s with @vipulved (CEO) and Ce Zhang (CTO) of @TogetherCompute ! A deep dive into the full stack research lab + GPU cloud behind RedPajama, Mamba, StripedHyena, and why openness is core to Together's
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@latentspacepod
Latent.Space
9 months
🆕 We Are Running Out of Low-Background Tokens Was 2022 the last year we had "clean" data uncontaminated by ChatGPT? (h/t @jeffreyhuber for the concept!) also: - @martin_casado 's Voice Cloning Red Alert - that @pika_labs video - incredible LCM demos
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@latentspacepod
Latent.Space
6 months
🆕 Weekend pod: Jan+Feb recap + 1 Yr of Latent Space! Our 2023 recap pod was very well received, so here's the next in this new series of research recaps, with takes and guests from: - OpenAI Sora - Gemini Pro 1.5 (shoutout @simonw 's post) - Groq infra
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@latentspacepod
Latent.Space
11 months
🆕 pod: Building the Foundation Model Ops Platform with @RazRazcle of Humanloop! Covering: Three Stages of Evals & Human Feedback, the market for ops platforms, and diving into the most underrated LLM research. Also asking: Did GPT-4 get dumber?
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@latentspacepod
Latent.Space
5 months
New weekend pod alert! this is a long 'un, something in it for everyone, whether you're into @Grok or @GroqInc , or all about Corporate AI Leadership or Personal AI therapists. Enjoy and please send feedback!
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@swyx
swyx.io
5 months
and our meetup recording is live, together with 4 other podcast appearances with @nlw , @RohdeAli / @joshalbrecht , @SemiAnalysis_ , et al, on this weekend's @latentspacepod drop!
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@latentspacepod
Latent.Space
1 year
Recording for Saturday's LLM Finetuning event is here! Grateful to @LangChainAI @brevdev @replicatehq @anyscalecompute @metaphorsystems @_FireworksAI @phindsearch and everyone who came and hacked! (recording turned out bad unfortunately so unlisted fn)
@AlexReibman
Alex Reibman 🖇️
1 year
LLM Fine tuning is here! San Francisco’s top AI engineers came together to see what’s possible with fine-turning and only 4 hours of hacking. Here’s an exclusive what we saw at the “Anything But Wrappers” hackathon (🧵):
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@latentspacepod
Latent.Space
1 month
🆕 pod: The Winds of AI Winter! The vibes have shifted... @fanahova and @swyx celebrate 1m downloads and recap the last 3 months in AI! Discussing the Frontier Labs vibe shift between Claude 3.5, Llama 3.1, Apple Intelligence, and the expansion of
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@latentspacepod
Latent.Space
2 months
New pod live with @clefourrier on the Open LLM Leaderboard V2 and the state of LLM Evaluation!
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@swyx
swyx.io
2 months
🆕Benchmarks 201 with @clefourrier of the @huggingface Open LLM Leaderboard! Why Chat Arenas are **OVERRATED**: - they bias sycophancy/assertiveness over factuality - annotators are not representative of humanity - models are argmaxxing public arena
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@latentspacepod
Latent.Space
2 months
@elonmusk @Tesla @xai Can we do a live X Space from the data center when the first workload goes live? 🔌
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@latentspacepod
Latent.Space
10 months
> be @realGeorgeHotz > jailbreak 1st iPhone > trade that for Nissan 350Z > jailbreak PS3 > get sued by Sony > write a rap about it
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@latentspacepod
Latent.Space
2 months
proudly fine
@granawkins
Grant♟️
2 months
@dylan522p @NoPriorsPod @dwarkesh_sp @latentspacepod Latent space is fine. Dwarkesh is not an AI podcast. Both of the above regularly have long convos with engineers about what they’re doing today that is sota.
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@latentspacepod
Latent.Space
10 months
We asked @realGeorgeHotz what the AI enabled future looks like? 2 words 👉 AI Girlfriend
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@latentspacepod
Latent.Space
8 months
🔜
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@latentspacepod
Latent.Space
21 days
thanks to @honicky and @vibhuuuus for another great Paper Club on ReFT: Representation Fine Tuning by @aryaman2020 et al! signups below
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@latentspacepod
Latent.Space
8 months
thanks Leila! yes the philosophy is to just have an ongoing conversation with listeners and honestly a dumping ground for all the stuff that we’re not yet sure about but found noteworthy anyway the quality of the @eugeneyan @yikesawjeez @YoungPhlo_ @eugenechh et al paper club
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@leilavclark
Leila Clark
8 months
@dwarkesh_sp I love the *idea* of a subscriber-only discord, but I haven’t yet seen it done well. In general people who post a lot in a large discords usually aren’t very interesting. The only exception I know is the @latentspacepod discord where swyx/Alessio post a lot of good stuff.
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@latentspacepod
Latent.Space
8 months
Huge congrats to Perplexity! first and most well deserved AI raise of 2024. check out our NeurIPS convo with Aravind here: any bets on where Perplexity will end the year?
@AravSrinivas
Aravind Srinivas
8 months
Excited to announce we've raised 73.6M$ at 520M$ valuation, led by IVP, along with our seed and Series A lead investors NEA, Elad Gil, Nat Friedman. Honored to have NVIDIA, Jeff Bezos, @tobi , Databricks, @naval , @rauchg , @balajis partner in this round, among others.
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@latentspacepod
Latent.Space
6 months
a bit delayed, but @bernhardsson 's old post is frontpaging on HN today. If you have opinions on what the ideal AI infra platform is, chime in!
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@FanaHOVA
Alessio Fanelli
7 months
🆕 Truly Serverless Infra for AI Engineers In 2021 @bernhardsson wrote a "Software Infra 2.0 wishlist", but quickly decided to take matter into his own hands by building @modal_labs . On today's @latentspacepod we explain how VM-based clouds don't work
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@latentspacepod
Latent.Space
8 months
there can be some interesting (but also hilarious) quirks when generating functional UI on @tldraw as we found out with @steveruizok 👀
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@latentspacepod
Latent.Space
10 months
how do you get @paulg to personally invest in you?
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@latentspacepod
Latent.Space
5 months
@jxnlco we work hard for the RT boss
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@latentspacepod
Latent.Space
10 months
. @MichaelRoyzen literally made a local vision model That could run on a phone With no internet connection That was better than Google Lens In 2017!
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@latentspacepod
Latent.Space
7 months
h/t @picocreator in latent space paper club today
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@latentspacepod
Latent.Space
28 days
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@latentspacepod
Latent.Space
1 year
experimenting with a "monthly recap newsletter" - let us know if you like this!
@swyx
swyx.io
1 year
🆕 AI Eng Recap: August 2023 My compilation of top themes and news for AI Engineers. Enjoy!
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@latentspacepod
Latent.Space
2 months
@aiDotEngineer huge turnout!
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@latentspacepod
Latent.Space
9 months
@JeffDean @rm_rafailov @Muennighoff @Tim_Dettmers @sy_gadre @imhaotian ahh too late for us to change but acknowledged! figured he wasnt active on twitter so tagged you 🙇‍♀️
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@latentspacepod
Latent.Space
4 months
At Stitch Fix, @jxnlco created a $50MM money printer. They built a recommendation engine using embeddings of the comments, reviews, and clothing. This let them recommend items that work in the same outfit.
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@latentspacepod
Latent.Space
15 days
This is entirely speculative but... Tomorrow's LS paper club with @picocreator is going to be extremely lit! come learn about the state of the art in Speculative Decoding!
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@latentspacepod
Latent.Space
21 days
thanks to @honicky and @vibhuuuus for another great Paper Club on ReFT: Representation Fine Tuning by @aryaman2020 et al! signups below
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@latentspacepod
Latent.Space
8 months
What if there are more modalities than meets the eye? What could be built out of that? What problems could be solved? - @Suhail with a potential moonshot company and going beyond current modalities with physics
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@latentspacepod
Latent.Space
8 months
@chr1sa @CogRev_Podcast @NoPriorsPod wow thanks Chris! that is high praise, we look up to @labenz and @saranormous and @eladgil in our work 🙇‍♂️
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@latentspacepod
Latent.Space
8 months
our quotes page just be growing tbh pls keep em coming! really helps us book guests!!
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@chr1sa
Chris Anderson
8 months
I listen to a ton of AI podcasts and by far the best are where the host is a technical expert rather than a journalist or other generalist. Deeper, smarter, more in tune with their audience The gold standards are @latentspacepod , @CogRev_Podcast and @NoPriorsPod IMO
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@latentspacepod
Latent.Space
19 days
our next #ai -in-action club is starting now: on @lateinteraction ’s DSPy! led by @ProgramWithAi and @kbal11
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@latentspacepod
Latent.Space
10 months
"Pay attention to that crazy demo you can't forget about ... It's much easier to stay obsessed every single day" - @MichaelRoyzen
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@latentspacepod
Latent.Space
10 months
new pod dropped today for the GPU Poors!
@swyx
swyx.io
10 months
🆕 We got that semianalysis guy @dylan522p on @latentspacepod ! Dishing on: - what it's like to live the GPU Rich/Poor divide - Why GPT4 cost $500m but training costs are irrelevant - non-Nvidia silicon (AMD/TPU/Cerebras/Matx) - Can we ever move semis
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@latentspacepod
Latent.Space
6 months
@AstasiaMyers @hhua_ @FanaHOVA @dylan522p @swyx had to manage the q&a polls while sharing my screen for said q&a haha
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@latentspacepod
Latent.Space
5 months
"I want AI to know me really, really well" - Igor His wild approach? Recording every single conversation to build a massive personal audio dataset 1 year of his life's audio is less than 1 terabyte of data
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@latentspacepod
Latent.Space
3 months
WWDC watch party going on in LS Discord right now! (search Latent Space Discord to join)
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@latentspacepod
Latent.Space
2 months
@jimmy6DOF @YiTayML @RekaAILabs @sama @_jasonwei tbh i think i added one too many images haha
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@latentspacepod
Latent.Space
5 months
ICYMI: our new pod with @elicitorg is out! Lots of insights on the journey to build the ultimate AI Research Assistant
@swyx
swyx.io
5 months
Cost v Reliability v Performance: Choose Three! 🆕 pod: w/ @jungofthewon and @stuhlmueller How do you improve prompt engineering and ai agents? The emerging paradigm is sometimes called "Flow engineering", but @elicitorg has reinvented the Notebook, in
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@latentspacepod
Latent.Space
2 months
@fleetwood___ at what quantization? dont forget that they do 3.5 bit
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@latentspacepod
Latent.Space
1 year
just a week after we talked about it, @OpenAI launched voice synthesis and dubbing on Spotify!
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@gdb
Greg Brockman
1 year
Speak in your voice in the listener’s language, not your own, using the latest @OpenAI voice synthesis technology. Great use-case by Spotify:
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@latentspacepod
Latent.Space
8 months
SF Meetup announcement: @Swizec is organizing a casual meetup this Friday at SPIN! join us to talk AI, dev tools, and whack away at ping pong
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@latentspacepod
Latent.Space
29 days
@latentspacepod
Latent.Space
1 year
🆕 pod on Transformer Math 101! with @QuentinAnthon15 of @AiEleuther everything you ever wanted to know about the nitty gritty of training and making the gpu go brrrrrrrrrrrr
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@latentspacepod
Latent.Space
1 year
guess the next latent space pod guest 👀
@amanrsanger
Aman Sanger
1 year
Despite Cursor’s recent insane growth, the current version is just 0.1% of what we have in store. We’re a small, very strong team and are looking for fantastic SWEs and designers to help shape the future of software development. Read more here -
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@latentspacepod
Latent.Space
2 months
And we somehow forgot to post ICLR pod part 2! First: a good ol' longform convo with @gneubig on his work, ft. OpenDevin which has now formed into a company! and our first-ever returning-guest guest-host, @amanrsanger !
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@gneubig
Graham Neubig
2 months
Announcement: @rbren_dev , @xingyaow_ , and I have formed a company! Our name is All Hands AI 🙌 And our mission is to build the world’s best AI software development agents, for everyone, in the open. Here’s why I think this mission is important 🧵
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@latentspacepod
Latent.Space
8 days
Guess the guest!
@FanaHOVA
Alessio Fanelli
8 days
Midjourney web generations (right) feel extremely different than Discord ones (left). It's extremely biased towards making cartoonish / drawing images. Haven't tweaked any setting. Same prompt, ran 2-3 times each; all web ones were drawings, ~20% of Discord ones were. "a
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@latentspacepod
Latent.Space
6 months
New pod live! for audio and full show notes!
@swyx
swyx.io
6 months
🆕 The @latentspacepod is excited to present: Open Source AI with @soumithchintala ! Covering: - Meta's 600k H100-equivalent GPU compute - PyTorch vs @realGeorgeHotz 's tinygrad vs @clattner_llvm 's Mojo vs Apple MLX - PyTorch Mafia and the Mixtral
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@latentspacepod
Latent.Space
10 months
signal boosting this important critique of the FMTI BY @natolambert , @BlancheMinerva , @aviskowron et al: in retrospect any transparency rating that rates gpt4 the third most transparent FM in the world, above @EMostaque ’s StableLM, is kiiinda sus
@AiEleuther
EleutherAI
10 months
The Foundation Model Transparency Index by @StanfordCRFM purports to be an assessment of how transparent popular AI models are. Unfortunately its analysis is quite flawed in ways that minimize its usefulness and encourage gamification
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