Holy sh*t… Gemini 2.5 is a stock research monster.
It reads filings, tracks competitors, finds risks, and even suggests entries.
Here’s the prompt that turns it into your investing co-pilot:
i was searching for resources on LSTMs and i hit the jackpot! Chris Olah has a blog on them and it’s so beautifully explained.
just see how he lays out the concepts and architectures in the most understandable words.
and guess who is one of the reviewers [drum rolls] Ilya!
A RAG engine for deep document understanding!
RAGFlow lets you build enterprise-grade RAG workflows on complex docs with well-founded citations.
Supports multimodal data understanding, web search, deep research, etc.
100% local & open-source with 55k+ stars!
Claude 4.0 system prompt has been leaked and we've analyzed it for you (so you don't have to)! Discover the agentic AI prompting tricks of the pros!
1. Boundary Signaling
Pattern purpose: make hard ↔ soft capability limits explicit so the agent never crosses them.
Appears as:…
Top 4 open-source LLM finetuning libraries!
From single-GPU “click-to-tune” notebooks to trillion-param clusters, these four libraries cover every LLM finetuning scenario.
Understand which one to use, & when...👇
I read something today and I really loved it but it broke my heart wide open…
It said, airports have seen more sincere kisses than any wedding hall
And the walls of hospitals have heard more prayers than any sacred place.
That is because, LOVE is felt most when it’s leaving…
Some lessons about Schema migration I learned at ITA:
- Automatically generate your DB schema from your types
- Have a special table contain your metadata, including your language-level schema
- Diffing the actual DB schema and expected DB schema gives you an upgrade script
You can one-shot beautiful elements like this in Cursor.
It's a pre-built collection of prompts.
Copy the prompt -> paste into Cursor -> Enjoy
Best components I found👇
Top 10 YouTube channels to learn AI from scratch:
1) Andrej Karpathy - a blend of general and technical content, Zero to Hero playlist is a must-watch youtube.com/andrejkarpathy@karpathy
2) Umar Jamil - highly technical, implements ML and LLM techniques from scratch…
LLMs are a type of AI model, but not all AI models are LLMs.
Here are eight cutting-edge architectures that extend traditional AI, enhancing understanding, reasoning, and generation across domains and modalities.
A week in AI Agents is like a year in traditional software.
Here is everything that happened this week in AI Agents from OpenAI, AgentOps, LangChain, You, Flowwise, Convergence, CopilotKit, Aomni, Box, Stagehand, Cohere, & more. 🧵
(save for later)
This paper is highly recommended for programmers. Even the god of programming can make mistakes. It also helps deepen your understanding of Linux scheduling and how to solve complex performance issues. Thanks to @Not_Yours_Mom for the recommendation. people.ece.ubc.ca/sasha/papers/e…
I decided to build a Transformer from Scratch...but on a GPU.
No PyTorch or TensorFlow.
Just CUDA, Python and Numba.
Just finished building the full Encoder Block - here's a thread on my progress so far:
#AgenticAI is becoming a reality, but scaling it is tough.
So what to do?
Our recent webinar breaks it all down.
💡 Note: Our cold-open demo hit Gemini’s rate limits (bad timing!), but all the insights are here.
bit.ly/4bHyH73
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