LLM agent architecture tip: Design from a 'zero-knowledge' perspective.
What context, tools, and reasoning steps would you need to solve the problem from scratch? That's your agent's blueprint.
The best way to understand how @DSPyOSS works (and why it works so surprisingly well) is to write about it, so that's what I'll be doing😁. In this next post, I continue discussing the importance of the signature/module abstractions in more depth.
1/5
thedataquarry.com/blog/learning-…
Introducing the Environments Hub
RL environments are the key bottleneck to the next wave of AI progress, but big labs are locking them down
We built a community platform for crowdsourcing open environments, so anyone can contribute to open-source AGI
Saying that deep learning is "just a bunch of matrix multiplications" is about as informative as saying that computers are "just a bunch of transistors" or that a library is "just a lot of paper and ink."
It's true, but the encoding substrate is the least important part here.…
Introducing DeepSeek-V3.1: our first step toward the agent era! 🚀
🧠 Hybrid inference: Think & Non-Think — one model, two modes
⚡️ Faster thinking: DeepSeek-V3.1-Think reaches answers in less time vs. DeepSeek-R1-0528
🛠️ Stronger agent skills: Post-training boosts tool use and…
the easiest way to get hired at @PrimeIntellect for research is to just make it very clear that you're already doing excellent work. go deep on projects that let you show off your strengths. don't give up on them after a weekend. share your work publicly. make us aware of you.
How (and why) agents in Claude Code help you write better code, faster:
Agents allow you to deploy specialized experts for every task. It's like managing a team rather than collaborating 1-on-1.
Both AI agent systems and relationships work best when there’s good communication protocols, shared goals, and the ability to learn and adapt over time
Introducing GLM-4.5V: a breakthrough in open-source visual reasoning
GLM-4.5V delivers state-of-the-art performance among open-source models in its size class, dominating across 41 benchmarks.
Built on the GLM-4.5-Air base model, GLM-4.5V inherits proven techniques from…
I'm noticing that due to (I think?) a lot of benchmarkmaxxing on long horizon tasks, LLMs are becoming a little too agentic by default, a little beyond my average use case.
For example in coding, the models now tend to reason for a fairly long time, they have an inclination to…
Introducing Genie 3, the most advanced world simulator ever created, enabled by numerous research breakthroughs. 🤯
Featuring high fidelity visuals, 20-24 fps, prompting on the go, world memory, and more.
We released two open-weight reasoning models—gpt-oss-120b and gpt-oss-20b—under an Apache 2.0 license.
Developed with open-source community feedback, these models deliver meaningful advancements in both reasoning capabilities & safety.
openai.com/index/introduc…
Huge thanks to all the open source projects that've made a lot of the tech we rely on in the world possible:
Linux
Git
FFmpeg
PyTorch & TensorFlow
Apache & Nginx
MySQL, PostgreSQL, SQLite
Chromium & Firefox
GCC & LLVM
Docker & Kubernetes
Also, all the open-weight LLMs... and…
Our crazy week keeps going! We've updated a smaller Qwen3, called Qwen3-30B-A3B-Instruct-2507! Hope you all have fun playing with it locally! Guess what's next? 👨🏻💻
Our crazy week keeps going! We've updated a smaller Qwen3, called Qwen3-30B-A3B-Instruct-2507! Hope you all have fun playing with it locally! Guess what's next? 👨🏻💻
How does prompt optimization compare to RL algos like GRPO?
GRPO needs 1000s of rollouts, but humans can learn from a few trials—by reflecting on what worked & what didn't.
Meet GEPA: a reflective prompt optimizer that can outperform GRPO by up to 20% with 35x fewer rollouts!🧵
I'm observing a mini Moravec's paradox within robotics: gymnastics that are difficult for humans are much easier for robots than "unsexy" tasks like cooking, cleaning, and assembling. It leads to a cognitive dissonance for people outside the field, "so, robots can parkour &…
5K Followers 2K FollowingWriting code to (someday) perform financial analysis at the speed of thought. Currently playing with a GraphRAG app for financial reports stored as PDFs
93 Followers 2K FollowingCrypto analyst, investor, and trader 🤓 | Not Financial Advice | Follow me if you're chasing financial freedom | Check me out on Youtube👇
778 Followers 7K Following#HorizonEU GENEX 🇪🇺
New end-to-end diGital framework for optimizEd maNufacturing and maintEnance of neXt generation aircraft composite structures
230 Followers 7K FollowingMONEY RECOVERY... ACCOUNT RECOVERY SYP/ BLACKMAIL HELP 💯 NO PAYMENT NO SERVICE Tracking of scammers🌎Blocking of fake profile🌎
1K Followers 8K Following30 | Gay | Logical | AI enthusiast, sci-fi dreamer, and worldbuilder. Loves storytelling, cozy vibes, and deep thoughts on tech, space, and the future.
153 Followers 7K FollowingMichael J, Weirsky the jackpot winner Michael J Weirsky,jackpot winner of $273,000,000 giving away $50,000 to my first 2k followers be a winner today
3K Followers 884 FollowingAPI Strategy and practice. I help to establish, grow, and mature your API practices. Author of "Principles of Web API Design" (Addison Wesley). Instructor.
963 Followers 943 FollowingBuilding web apps for fun and profit
Laravel, htmx, hypermedia, livewire, build & bundle optional
Host of hx-pod: Learn htmx through your earholes
1K Followers 4K FollowingSoftware Developer & Photographer @StocksyUnited @UVic Software Engineering 2012. Make Good Trouble.
Aggressively building Nuclear Power is crucial to climate.
845 Followers 98 Followinghttps://t.co/tSqI2ObecS Maintainer.
https://t.co/gFYvT1B8or community member.
Will post about sports occasionally. #FlyEaglesFly
109K Followers 1 FollowingClaude is an AI assistant built by @anthropicai to be safe, accurate, and secure. Talk to Claude on https://t.co/ZhTwG8dz3D or download the app.
3K Followers 884 FollowingAPI Strategy and practice. I help to establish, grow, and mature your API practices. Author of "Principles of Web API Design" (Addison Wesley). Instructor.
47K Followers 110 FollowingMy new LM book: https://t.co/YXNQUy7O3t
PhD in AI, author of 📖 The Hundred-Page Language Models Book and 📖 The Hundred-Page Machine Learning Book
20K Followers 2 FollowingDuckDB is an analytical in-process SQL database management system. "DuckDB" and the DuckDB logo are registered trademarks of the DuckDB Foundation.
20K Followers 5 FollowingImpossible? Let’s see. From algorithms to neuroscience to AI, Google Research strives to progress science, advance society & improve billions of people’s lives.
7K Followers 17 Following✨ Vibe designing.
An infinite canvas to create, explore and refine with AI in your style.
The Cursor moment for design.
🧙🏻♂️https://t.co/QstG1UFcxD
10K Followers 48 FollowingAn open-source declarative framework for building modular AI software. Programming—not prompting—LLMs via higher-level abstractions & optimizers.