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Stanford just dropped a 1:47 hour masterclass about LLM training on YouTube. this is the 4th lecture in their new Fall 2025 series of transformers and LLM. this is the new go-to course on LLMs imo, and you need to take it seriously. subjects in this video: → Pretraining →…
The Agentic AI Universe on one page AI → ML → DL → GenAI → Agents, mapped clearly. [Bookmark for reference]
![ginacostag_'s tweet image. The Agentic AI Universe on one page
AI → ML → DL → GenAI → Agents, mapped clearly.
[Bookmark for reference]](https://pbs.twimg.com/media/G3OMzK0aoAAkEEN.jpg)
I finally understand what AGI actually means… and it’s all thanks to a new paper from some of the biggest names in AI Yoshua Bengio, Dawn Song, Max Tegmark, Eric Schmidt, and others. For years, everyone’s been throwing the term AGI around like it’s some mystical milestone. But…
We were able to reproduce the strong findings of the HRM paper on ARC-AGI-1. Further, we ran a series of ablation experiments to get to the bottom of what's behind it. Key findings: 1. The HRM model architecture itself (the centerpiece of the paper) is not an important factor.…
i remember having a 1 hour discussion post class time with my stats professor about why we divide by n-1 instead of n for the sample variance, after i first learnt about this in my stat analysis class. the reason is shockingly elegant but still a little abstract unless you've…
GenAI isn't just a technology; it's an informational pollutant—a pervasive cognitive smog that touches and corrupts every aspect of the Internet. It's not just a productivity tool; it's a kind of digital acid rain, silently eroding the value of all information. Every image is no…
Apple just released Embedding Atlas: An open-source visualization tool for your embeddings. I just gave it a quick spin with some data stored in my vector database. These are my first impressions: - Nice exploration UX with hover and tool tip for single data points - Shows you…
Self-Questioning Language Models: LLMs that learn to generate their own questions and answers via asymmetric self-play RL. There is no external training data – the only input is a single prompt specifying the topic.
❄️Introducing Absolute Zero Reasoner: Our reasoner learns to both propose tasks that maximize learnability and improve reasoning by solving them, entirely through self-play—with no external data! It overall outperforms other "zero" models in math & coding domains. 🧵 1/
This paper didn’t go viral but it should have. A tiny AI model called HRM just beat Claude 3.5 and Gemini. It doesn’t even use tokens. They said it was just a research preview. But it might be the first real shot at AGI. Here’s what really happened and why OpenAI should be…
what are large language models actually doing? i read the 2025 textbook "Foundations of Large Language Models" by tong xiao and jingbo zhu and for the first time, i truly understood how they work. here’s everything you need to know about llms in 3 minutes↓
Everything MCP offers in a nutshell: Let's start with an MCP Server. An MCP Server can expose Tools, Resources, and Prompts: 1. Tools: These allow your application or agent to connect to external services (for example, to connect to an API). The model decides which tools to…
MCP is redefining what AI can do, and 95% of builders haven't caught on. I've built agents that run my calendar, organize files, and manage tasks. All autonomous. The results changed how I think about automation. I'm breaking down exactly how MCP works (with code + examples):
Anthropic just opened the vault The best free masterclass on prompt engineering is here — and it’s a game-changer
Since we originally built Claude Code as an internal tool, we've heard a ton of questions about how our teams use it at Anthropic. Here’s an inside look on how our teams—from product engineering, to growth marketing, to legal—use Claude Code:
Level 1: Keyword-based retrieval Level 2: Semantic-based retrieval Level 3: Reasoning-based retrieval 𝗪𝗵𝗮𝘁 𝗶𝘀 𝗥𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻 𝗥𝗲𝘁𝗿𝗶𝗲𝘃𝗮𝗹?I It is the ability to find relevant information that requires logical thinking to connect your query…
For over 30 years, the NIH has been running one of the biggest studies in the world on women’s postmenopausal health. It’s produced enormously significant findings. @POTUS just ended it. Would be curious to hear the rational from @elonmusk and @JDVance youtu.be/z7Hy_NSZgWo?si…
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‘Who voted for this?’: Trump guts first and largest women’s health...
The NIH Women’s Health Initiative enrolled 10,000's of participants in trials of medications & tracked health of thousands for 3+ decades. “This trial taught us an immense amount about prevention of disease in women." The Trump admin is cancelling it.science.org/content/articl…
“It’s a sad day indeed for women’s health research” NIH cancels its first and largest study centered on women | Science | AAAS science.org/content/articl…
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