Prompt injection poses a significant security risk in applications utilizing large language models, requiring careful consideration and protective measures.
The OWASP top 10 for large language models highlights vulnerabilities, including prompt injection, insecure output handling, training data poisoning, model denial of service, and supply chain vulnerabilities.
The history of the transformer architecture, particularly the Google team behind it, is explored
OpenAI’s pricing structure charges for both input and output tokens, with costs increasing for larger context lengths, emphasizing the need for users to set alarms and limits.
The ability to view word probabilities in OpenAI’s playground provides transparency into the model’s decision-making process
Generally AI Episode 2: AI-Generated Speech and Music
AI-generated voices could be great solutions to help podcast editors and people at risk of losing their ability to speak
AI-generated voices do present risks for misuse as well as legal and ethical questions regarding “cloning” the voices of celebrities
There are two broad strategies for generating music with AI: score generation and audio generation
LLMs have inspired methods for score generation, while image generation AI inspired techniques for audio generation
Real-time and adaptive generation of audio could be helpful for solo performers