Multi-agent AI is a $50B lie.
99% of "multi-agent" systems are just single agents with fancy marketing.
I just read the paper that exposes what real multi-agent intelligence actually looks like.
Most people think multi-agent AI is just "multiple ChatGPTs in a room.
That's…
This is going to revolutionize education 📚
Google just launched "Learn Your Way" that basically takes whatever boring chapter you're supposed to read and rebuilds it around stuff you actually give a damn about.
Like if you're into basketball and have to learn Newton's laws,…
“The disease of our times is that we live on the surface. We’re like the Platte River, a mile wide and an inch deep. I always say, 'If you want to become a billionaire, invent something that will allow people to indulge their own Resistance.' Somebody did invent it. It’s called…
Very cool MCP server and Chrome extension to give agents like Claude Code and Codex direct access to elements on your page
Makes it very quick and easy to give agents the complete html element with one Option+Click in your browser
repo link below
A massive repository with end-to-end examples of AI applications with React!
Together with MCP and A2A, the Agent-User Interaction Protocol (AG-UI) is the third piece that will help you build user-facing AI agents.
This GitHub repository will give you access to a bunch of…
LLM for financial trading/decision making.
A 4B model financial-domain model, Trading-R1, that writes clear analyst theses and turns them into trades.
Its trained on 100K cases over 18 months across 14 tickers, and its backtests show better risk-adjusted returns with smaller…
Nonlinear curves are not unique. Linear ones are for a given distance minimization.
Psychiatrists shd be banned from producing statistical data.
x.com/propris/status…
Nonlinear curves are not unique. Linear ones are for a given distance minimization.
Psychiatrists shd be banned from producing statistical data.
x.com/propris/status…
It's not that AI Agents are bad; it's just that a lot of people have the wrong expectations of what an LLM and AI agents can do.
Ground those expectations; understand capabilities through experimentation.
There is no silver bullet. Experiment, build, and iterate!
This is one of the most promising directions to improve RAG systems.
It involves combining dynamic retrieval with structured knowledge.
It helps to mitigate hallucinations and outdated information, and improves knowledge quality.
Pay attention to this one, AI devs!
What a cool paper this! Unifies matrix multiplication, convolution and self-attention into a single framework!
And coming from an independent researcher, it shows that there are a lot of ideas ready to pluck for all of us who pursue curiosity, not just those in big labs! 👏
RL done right is no joke!
The most interesting AI paper I read this week.
It trains a top minimal single-agent model for deep research.
Great example of simple RL-optimized single agents beating complex multi-agent scaffolds.
Now let's break it down:
Everyone is talking about this new OpenAI paper.
It's about why LLMs hallucinate.
You might want to bookmark this one.
Let's break down the technical details:
Another impressive paper by Google DeepMind.
It takes a closer look at the limits of embedding-based retrieval.
If you work with vector embeddings, bookmark this one.
Let's break down the technical details:
🧵Do not waste your time! Learn from those who tried and paid the tuition in both time and effort. It is unlikely #machinelearning will make you rich in the markets. You may become the outlier but the odds are against you. 1/n
Thread 🧵 :
This is Caleb Kai McGillvary in his famous Fox interview, describing how he used a hatchet to stop a man who rammed into pedestrians in Fresno, California, in February 2013: "Smash, smash, SUH-MASH." The viral clip made him an internet hero overnight. But after…
NATURE UNLOCKED GOD MODE ON PLASTIC WASTE
Scientists found a fungus in the Amazon called Pestalotiopsis microspora that literally snacks on plastic like it’s lunch.
It doesn’t even need oxygen. Just throw it in a landfill, and it gets to work while everything else just vibes.…
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