Nicolay Gerold

LLMs augment software products in two fundamental ways – they enable:

i) better understanding and processing of unstructured data;

ii) more scalable creation of content and work product.

Like all machine learning, LLMs turn a logic problem into a statistics problem: instead of people writing the pattern for each possible question by hand, which doesn’t scale, you give the machine a meaningful sample of all the text and data that there is and it works out the patterns for itself, and that does scale (or should do). You get the... See more

SudoLang v1.0.9

Introduction

SudoLang is a pseudolanguage designed for interacting with LLMs. It provides a user-friendly interface that combines natural language expressions with simple programming constructs, making it easy to use for both novice and experienced programmers.

SudoLang can be used to produce AI-first programs such as chatbots and... See more

HelixNet is a Deep Learning architecture consisting of 3 x Mistral-7B LLMs. It has an actor, a critic, and a regenerator. The actor LLM produces an initial response to a given system-context and a question. The critic then takes in as input, a tuple of (system-context, question, response) and provides a critique based on the provided answer to the... See more

Continuously Monitor and Experiment¶

Continuously monitor your system's performance and run experiments to test improvements.

• Set up monitoring and logging to track system performance over time


• Regularly review the data to identify trends and issues


• Design and run experiments to test potential improvements


• Measure the impact of changes on precision,

... See more

Your AI executive

assistant.

Lindy is an AI assistant that can help with all your tasks,

from calendar management and email drafting to

contract sending and beyond.

If you have to be correct and you’ve got a very long and fat tail of use cases, either you do all of the work technically or you hire people. Often, we hire people. That’s a variable cost. Second, because the tails of the solutions tend to be so long—think something like self-driving where there are so many exceptions that could possibly happen—the... See more

For Global State

There are a lot of different state managers in front-end development. Every time you blink a new state management is being open-sourced. But the one that works for me is MobX.

Some people don’t like it because a lot of “magic” happens behind the scenes out of your control. But for me, that is a feature, not a bug. I like to... See more