Nicolay Gerold
@nicolaygerold
Nicolay Gerold
Incorporate checklist to ensure external accountability. They help people Safe cognitive resources for unexpected aspects.
Andrew Huberman • Understand & Improve Memory Using Science-Based Tools
ETL
The part of the system I'm most proud of, and on which I spent the most effort, is the ETL process.
We had a series of shell scripts for each data source we ingested (there were many), which would pull the data and put it in an s3 bucket.
Then, early in the morning, a cron job would spin up an EC2 instance, which would pull in the latest ETL code... See more
The part of the system I'm most proud of, and on which I spent the most effort, is the ETL process.
We had a series of shell scripts for each data source we ingested (there were many), which would pull the data and put it in an s3 bucket.
Then, early in the morning, a cron job would spin up an EC2 instance, which would pull in the latest ETL code... See more
Bill Mill • notes.billmill.org
The sliding window attention mechanism is essentially a fixed-sized attention block that allows a current token to attend only a specific number of previous tokens (instead of all previous tokens).
How does this relate to the Attention Sinks paper?
3. Focusing on Benefits, Not Features
Source:https://pair.withgoogle.com/guidebook/patterns
Users care about how your product can make their lives better, not the technical wizardry behind it. When introducing your AI-powered service, highlight the advantages it brings to their everyday experiences.
Aim For:
Showcase how the tool adapts to their need... See more
Source:https://pair.withgoogle.com/guidebook/patterns
Users care about how your product can make their lives better, not the technical wizardry behind it. When introducing your AI-powered service, highlight the advantages it brings to their everyday experiences.
Aim For:
Showcase how the tool adapts to their need... See more
⚡️ Nurkhon Akhmedov ⚡️ • Google’s AI design principles in 2024: user-centric AI experiences
Portkey's AI Gateway is the interface between your app and hosted LLMs. It streamlines API requests to OpenAI, Anthropic, Mistral, LLama2, Anyscale, Google Gemini and more with a unified API.
✅ Blazing fast (9.9x faster) with a tiny footprint (~45kb installed)
✅ Load balance across multiple models, providers, and keys
✅ Fallbacks make sure your app ... See more
✅ Blazing fast (9.9x faster) with a tiny footprint (~45kb installed)
✅ Load balance across multiple models, providers, and keys
✅ Fallbacks make sure your app ... See more
Portkey-AI • GitHub - Portkey-AI/gateway: A Blazing Fast AI Gateway. Route to 100+ LLMs with 1 fast & friendly API.
libsearch 🔎
Simple, index-free text search for JavaScript, used across my personal projects like YC Vibe Check, linus.zone/entr, and my personal productivity software. Read the annotated source to understand how it works under the hood.
The API
Let's begin with some quick examples:
Simple, index-free text search for JavaScript, used across my personal projects like YC Vibe Check, linus.zone/entr, and my personal productivity software. Read the annotated source to understand how it works under the hood.
The API
Let's begin with some quick examples:
GitHub - thesephist/libsearch: Simple, index-free full-text search for JavaScript
Enable developer self-service
Free developers from time-consuming, unnecessary tasks that slow your work, so you and your team can focus on writing code.
Remote Development Environments for every developer
Develop and debug locally while running environments remotely in the cloud, and see your changes live, precisely as they would look in production... See more
Free developers from time-consuming, unnecessary tasks that slow your work, so you and your team can focus on writing code.
Remote Development Environments for every developer
Develop and debug locally while running environments remotely in the cloud, and see your changes live, precisely as they would look in production... See more
Bunnyshell - Self-service Cloud Development Environments
Does medicine make the biggest advances during / after war due to the influx in patients with very various injuries?
Andrew Huberman • How Your Brain Works & Changes
- You have access to a proprietary asset (like data) that others don’t have easy access to. In our “write job postings” example, perhaps you have a corpus of thousands of job postings including some outcome scores (as to how well they did). You could use this data to create better job postings. Others don’t have ready access to this data. Note: The a
Dharmesh Shah • How To Build a Defensible A.I. Startup
Protecting LLM products:
(1) Is hard to bootstrap. This already hints to existing customers or you need to get a bunch of your customers to co-develop (insurance model → companies pooling their data to solve a problem they all have). This runs into a bunch of issues: competitive drive of the companies, data privacy and security.
(2) Reserved for existing companies. This is the co-pilot model.
(3) This might be the most sustainable one, but it is also the hardest one. I have not seen anything in that direction yet besides OpenAI.