LLMs
Generative AI models can be fooled using ASCII art, while "rainbow teaming" pushes LLM semantic defenses to limit...
"Building production-grade RAG remains a complex and subtle problem... unlike traditional software, every decision in the data stack directly affects the accuracy of the full LLM-powered system."
Company says it is releasing examples "to give the public a sense of what AI capabilities are on the horizon" as one expert, NVIDIA's Dr Jim Fan emphasised that "if you think OpenAI Sora is a creative toy like DALLE... think again"
"Coming soon, we plan to introduce pricing tiers that start at the standard 128,000 context window and scale up to 1 million tokens"
"Here's where people end up in RAG hell, with a bunch of unfamiliar tools and in many cases immature tools...”
Goldman Sachs CIO says "there’s a great opportunity for capital to move towards the application layer, the toolset layer. I think we will see that shift happening..."
"Builders are creatives, if you unlock their creative power; empower them to compose with API services, new architectures… infinite possibilities emerge."
But Bug Bounty platform HackerOne isn't too worried that LLM-generated bug reports will become a deluge...
"No serious user-facing product will display GPT-4-generated output given its legal issues that will continue and become even more serious throughout 2024; new architectures competing with Transformer, such as Mamba, will appear..."