#Trustworthy AI

MMDiff: Auditing and Steering MLLMs

MMDiff, a new multimodal model-diffing framework, enables granular control and understanding of MLLMs by isolating and manipulating specific behavioral features.

Onton's AI Tackles Agentic Web Trust

Onton has launched Ontology 1, an AI model designed to ensure trustworthy product discovery by combating synthetic content and manipulated recommendations on the agentic web.

Atomic Fact-Checking Boosts AI Clinical Trust

Atomic fact-checking, linking AI claims to source guidelines, dramatically increases clinician trust compared to traditional explainability methods.

Trustworthy AI Design: Why UX is the New Algorithm

Hybrid RAG: The Foundation for Trustworthy AI in High-Stakes Domains

Building Trustworthy AI: The NIST Framework for Risk Management

Perplexity's AI-First Approach: A David and Goliath Battle for the Future of Search

Srinivas revealed that the company processed "about like 780 million queries" in May, growing at "more than 20% month-over-month." He confidently predicted that if this growth rate holds, Perplexity could be handling "billions of queries a week" within a year. This explosive growth has also translated into significant fundraising, with Perplexity reportedly tripling its valuation twice in recent years and currently in talks to raise another $500 million at a $14 billion valuation.