Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Internet-scale Neural Networks

⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs

Create GIFs and Videos using Stable Diffusion

SN1: An incentive mechanism for internet-scale conversational intelligence

Bayesian Online Changepoint Detection

A 3D asset creation extension for the Bittensor network.

Pretraining

Bayesian Online Changepoint Detection

This research proposes defense strategies against prompt injection in large language models to improve their robustness and security against unwanted outputs.

A serverless set of functions for evaluating whether incoming messages to an LLM system seem to contain instances of prompt injection; uses cascading cosine similarity and ROUGLE-L calculation agai…