Sublime
An inspiration engine for ideas
YC F24's @circlemind_ai is an open-source RAG that uses knowledge graphs and PageRank for more accurate retrieval. Their RAG is up to 3x more accurate than vector databases.
https://t.co/AqjBhHhA8S https://t.co/eGCq0B8sQh
Y Combinatorx.com
LLMs have made exciting progress on hard tasks! But they still struggle to analyze complex, unstructured documents (including today's Gemini 1.5 Pro 002).
We (UC Berkeley) built đź“śDocETL, an open-source, low-code system for LLM-powered data processing: https://t.co/VmJ1zyre6m
Moving from Google Brain to OpenAI, one of the biggest changes for me was the shift from doing individual/small-group research to working on a team with several dozen people. Specifically, working on a bigger team has led me to think more about UX for researchers. Some examples:
1. Great tooling accelerates research.... See more
Jason Weix.comI'm joining Cursor to teach the future of coding!
There are millions of developers learning how to use AI and they need pragmatic advice:
1. We need to teach new developers strong foundations, so they know what to learn, and how to solve issues when debugging.
2.... See more
Lee Robinsonx.comImplementing ML requires high coordination, highly skilled engineering, and product development. Baseten's co-founders were data scientists who scrappily became full-stack engineers so they could use machine learning to mitigate fraud and abuse and moderate user-generated content. At Clover Health, Amir led teams that developed machine learning... See more
Jason Risch • Self-Serve Apps for ML Teams | Greylock
Open-sourcing Introspect: MIT-licensed Deep-Research for your internal data!
Works with spreadsheets, databases, PDFs, and web search. Has a remarkably simple architecture – Sonnet agent armed with recursive tool calling and 3 default tools.
Best for use-cases where you want to combine... See more
.@lennysan interviewed her!
Elizabeth Stone on Netflix's data science and engineering function and why its centralized vs embedded into different business or product teams
"...our job is not to tell the story that someone wants to hear with the data or to solve the problem that someone... See more