Towards a Unified View of LLM Post-Training
This work proposes Hybrid Post-Training, which switches between RL and SFT using simple performance feedback to balance exploration and exploitation.
More below:
We’re doing the work that nobody else wants to do! Welcome to FineVision, the best free open dataset to train vision language models. Let’s go open-source!
We’re doing the work that nobody else wants to do! Welcome to FineVision, the best free open dataset to train vision language models. Let’s go open-source!
New Kimi K2 just dropped, and here's the highlights:
📈Better coding (esp. frontend!)
📈Better tool calling (esp. in coding tools!)
📈256K context window (biggest on @GroqInc!)
Try it now: 𝚖𝚘𝚘𝚗𝚜𝚑𝚘𝚝𝚊𝚒/𝚔𝚒𝚖𝚒-𝚔𝟸-𝚒𝚗𝚜𝚝𝚛𝚞𝚌𝚝-𝟶𝟿𝟶𝟻
New Kimi K2 just dropped, and here's the highlights:
📈Better coding (esp. frontend!)
📈Better tool calling (esp. in coding tools!)
📈256K context window (biggest on @GroqInc!)
Try it now: 𝚖𝚘𝚘𝚗𝚜𝚑𝚘𝚝𝚊𝚒/𝚔𝚒𝚖𝚒-𝚔𝟸-𝚒𝚗𝚜𝚝𝚛𝚞𝚌𝚝-𝟶𝟿𝟶𝟻
How to build with Nano Banana🍌
I wrote a complete guide with code examples:
- Using🍌in AI Studio
- Project setup
- Image creation
- Image editing
- Photo restoration
- Multiple input images
- Conversational image editing
- Best practices
- Community examples
- Resources
🔍| Is The London Stock Exchange Losing Its Appeal For Startups?
So what is it about the US that is so much more appealing than the UK for startup IPOs? To find out, we asked the experts…
Read more👇
techround.co.uk/business/exper…
Compute is not a big deal for LLMs now, but memory is.
It's an idea used in XQuant – a new method by @UCBerkeley created to reduce memory use up to 12x.
- XQuant doesn't store usual KV cache
- It quantizes and stores only X - the layer input activations
- When needed, it…
[New Lectures 2025] Stanford CS231N Deep Learning for Computer Vision
The new lectures of CS231N are publicly available now. The last public release was 2017, nearly 8 years since then. CS231N covers a range of topics related to deep learning and modern computer vision:
- image…
Just to make it even more fun we’re flying out a highly respected reality TV production team from LA and making it an entire TV-quality miniseries.
Unlike most shows I’m funding it all. Will see if streaming services want it.
Potentially insane move given how likely it is to…
In the next cohort of Gauntlet AI we’re taking over a dead company.
Code is old. Massive codebase. In a data center we need to get rid of.
We’ll have ~6 weeks to rebuild and turn around the entire company.
95%+ of code will be written with AI.
To prod.
And all in public.
In the next cohort of Gauntlet AI we’re taking over a dead company.
Code is old. Massive codebase. In a data center we need to get rid of.
We’ll have ~6 weeks to rebuild and turn around the entire company.
95%+ of code will be written with AI.
To prod.
And all in public.
I started building an AI Agent for SEO in 2022.
The 1st version took a year to build,
then another year to iterate & reach a near-human level.
Today, @seobotai replaces my entire blog SEO team. An average article takes 2 hours, 700 prompts & 125 tasks.
How it works in detail:
Fuck it. Today, we open source FineVision: the finest curation of datasets for VLMs, over 200 sources!
> 20% improvement across 10 benchmarks
> 17M unique images
> 10B answer tokens
> New capabilities: GUI navigation, pointing, counting
FineVision 10x’s open-source VLMs.
AI just:
- replaced 4,000 support jobs at @salesforce
- got its own dev agent (@grok code fast 1)
- shipped production code via @cursor_ai
- helped solo founders build $1B apps @Replit
- cleaned email lists to double open rates
today's newsletter drop 👉…
Extremely proud of our recent "Lost in Latent Space" paper by our amazing @PolymathicAI intern @FrancoisRozet !
How far do you think we can/should compress ?
What is needed in the latent space to keep rolling out the physics right across so many scales?
Extremely proud of our recent "Lost in Latent Space" paper by our amazing @PolymathicAI intern @FrancoisRozet !
How far do you think we can/should compress ?
What is needed in the latent space to keep rolling out the physics right across so many scales? https://t.co/IoYFQglL6I
Sam Altman says AI needs a new interface beyond keyboards and touchscreens
It should understand context, act for us, filter information, and even talk to people
"our current hardware doesn't serve that well"
We've been working with Jony Ive on an interface native to AI
Can AI agents reliably navigate the web? Does the choice of agent scaffold affect web browsing ability? To answer these questions, we added Online Mind2Web, a web browsing benchmark, to the Holistic Agent Leaderboard (HAL).
We evaluated 9 models (including GPT-5 and Sonnet 4)…
Take your AI project from cool demo to real-world application with Cloud Run, along with Gemini CLI, GPUs, ADK, and more!
Learn how in our "Accelerate AI with Cloud Run" workshop series—no cost, in-person developer workshops coming to a city near you ↓ cloud.google.com/blog/topics/de…
I'm excited to announce our $22M Series A here at Orchard!🍎
Here @orchard_robots, we’re securing America’s food supply by building the AI farmer that automates our nation’s farms.
Our mission is to make farming profitable, efficient, and sustainable again.
Tag someone who you think should be applying to Gauntlet AI.
If they end up getting in and graduating I’ll fly you from wherever you are to a private dinner at my house with a private chef and some of the smartest people I’ve ever met.
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Dream of opening a small cafe. 🏡💭
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Life is full of romance in details. 💖🔍
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95 Followers 860 FollowingMy world has cats, flowers and books. 🐈🌹📚
I like jogging, making latte art and sunbathing. 🏃♀️☀️🥰
I want to live an ideal life every day. 📅✨
113 Followers 951 FollowingI like the tranquility and birdsong at six in the morning. 🌄🐦🧘♀️
I like to use the camera to record the ordinary beauty. 📷💖📆
108K Followers 3K FollowingI run the most automated org on earth,
using the AI Agents I built.
@unicornplatform
@indexrusher
@listingbott
@seobotai
https://t.co/QIghafVlCy
24 startups → https://t.co/1ML5MmAQ7X
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🇳🇿🇩🇪 | Ex-Agora | Co-founder @navexaau
Read my best ideas direct: https://t.co/s0MiO3aZVP
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466K Followers 780 Following"The Writing Guy" | Christian | Host: How I Write Podcast | I tweet about writing, AI, and creativity | My writing: https://t.co/SOE9HtxXdi
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HuggingFace: https://t.co/sN2FFU8PVE
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Building a better way to learn @conceptionary1
E/Acc 🔰
4K Followers 8K Following@UCBerkeley alum. One of @pmarca's Unknown Rock Stars of Tech. Elected official (former). Bridging high tech and policy. AI in my name. Views my own.
207K Followers 101 FollowingThe original AI alignment person. Missing punctuation at the end of a sentence means it's humor. If you're not sure, it's also very likely humor.