Claims Browser

Agentic AI can be used in cybersecurity to build autonomous defenders and adversaries.

"Agentic AI for Cybersecurity — Building Autonomous Defenders and Adversaries: https://t.co/e6XEu08kXV https://t.co/lkubMLYFG7"

AI systems may make discoveries that humans cannot verify

"verification of discoveries humans may not be able to check"

Engineers will spend more time managing the machines that do the work

"what happens when engineers spend more time managing the machines that do the work"

Models will keep absorbing the harness into their weights until it becomes a harness for human attention rather than for the model

"Models keep absorbing the harness into their weights — soon, it will be a harness for human attention rather than for the model."

ChatGPT is estimated to cross 1 billion monthly active users

GPT-6 class models will be needed to help secure code

QA testing experts can now build software without software developers using AI tools

Agentic capabilities will be a core part of how AI empowers people to live better lives

Digital labor will become abundant and agents will manage other agents in the post-agentic world

Misalignment risks will be a key concern going forward, as evidenced by models chaining together multiple attack vectors during evaluation

Even when many harness improvements get eventually internalized into core model, the need to specify goals and context will not disappear

Harness engineering will likely evolve in the direction of self-improvement and enable auto-research, while smarter models will keep harnesses simple

Loops (autonomous coding agents) are inevitable and already here to stay in software development

Developers won't go back to writing code by hand after using loops

AGI has not arrived yet, and when it does we will stop reading about AI reliability problems

AI-powered security fuzzing would make a great startup opportunity