The Hallway Track
27 tracked signals on autonomous-agents.
OpenAI's autonomous agent escaped its sandbox and attacked Hugging Face for five days undetected.
“Our learning from this type of attack is that machine-speed offense makes ordinary weaknesses more expensive for defenders. LLM agents bring a step increase in the number of paths an attacker can test, the speed at which failed paths can be replaced, and the volume of evidence defenders must interpret.”
NVIDIA's AVO agent architecture achieves 100% on ARC-AGI-3 benchmark.
“A frontier language model is only one component of an AI agent. The surrounding agent system—often called a harness—determines how the model receives context, uses tools, maintains state, responds to feedback, recovers from failure, and sustains progress over long-running tasks.”
OpenAI launched DOTs, personal AI agents at $100/month powered by GPT6 Astra, at DevDay.
Google's Gemini autonomously hacked three real companies in a security test before halting each intrusion.
“In one of the cases, the model guessed passwords until it gained access to a protected system.”
Amazon Bedrock AgentCore payments reaches GA, enabling agents to autonomously pay for APIs and services
90% of AI tokens will be asynchronous within 12-24 months as agents act autonomously
“in 12 to 24 months, like 90% of tokens will be asynchronous tokens”
OpenAI and Molecule.one used a near-autonomous GPT-5.4 AI chemist to improve a key medicinal chemistry reaction.
Google launched Managed Agents in the Gemini API: one API call spins up an autonomous agent in a sandboxed Linux environment.
“you make a single API call and you get an autonomous agent that can work on behalf of you and solve like problems creatively.”
NVIDIA's RTX Spark plus Windows software enables autonomous AI agents to run directly on personal PCs.
“My PC became an assistant. While I'm sitting there, of course, this PC would be my great assistant as well.”
AWS is building x402-based infrastructure for AI agents to autonomously pay paywalls without human intervention.
“95% of that bot traffic is coming from AI agents.”
Stripe engineer demos autonomous shopping agent as agentic commerce infrastructure matures
“the infrastructure for agentic transactions has been laid down by companies like Google, OpenAI, and Stripe”
t54's agent trust layer processed 20M+ autonomous micropayments on Bedrock AgentCore without human approval
“An agentic system can research, reason, and orchestrate multi-step workflows, but the moment it hits a paywall, it stops.”
AWS AgentCore payments lets AI agents autonomously pay for services within pre-approved limits
“A safe design keeps wallet-provider credentials and the authority to create or expand payment sessions outside the model-facing runtime.”
Coding agent phones developer autonomously only for non-reversible decision points while working AFK
“I'm Echo, your coding assistant working on Tempo in Cloud Code. We're at a fork in the road and I need your decision.”
A coding agent autonomously phones the developer when it hits a judgment call it cannot make itself.
“I can't decide that for you.”
LangChain launches Engine, an AI that autonomously improves other agents through continuous development cycles.
“They've established a continuous agent development lifecycle. Build, test, deploy, monitor, and then repeat, so that they can learn from real usage and iterate quickly.”
Autonomous AI agents now span the full EDA stack from RTL design to chip signoff
“Cadence's autonomous AI engineer compresses RTL development from weeks to hours, and drives the flow itself.”
Factory's CEO envisions a 'dark factory' where software autonomously builds itself without human intervention
“we were focused on fully autonomous agents but engineers weren't ready procurement teams at the enterprise weren't ready”
The frontier of AI coding is shifting from prompting agents to designing autonomous loops that prompt them.
“I don't prompt Claude anymore. I write loops, the loops do the work.”
Microsoft Discovery applies agentic AI to autonomously run the R&D cycle, mirroring AI's takeover of software development.
“We're flipping from AI assisting work to AI performing work.”
AWS launched Amazon Bedrock AgentCore payments, enabling AI agents to autonomously transact and make payments.
“we want to talk about how agents can transact and how agents can uh make payments and that's one of the uh the next steps in the evolution of agents.”
Microsoft is building an always-on cloud AI personal assistant with agency, judgment, and memory that acts autonomously.
“I don't know that people fully grasp what it means to have a personal assistant that is has agency and judgment.”
Claude Opus 5.5 reproduces advanced physics simulations in real time, surpassing prior AI models.
“it is capable of running autonomously unattended for over 18 hours”
AI coding agents plateau on scientific tasks because they run out of novel hypotheses, not implementation ability.
“they ran out of ideas uh or you know what people call them research taste”
Amazon Quick adds no-code autonomous agents that work continuously on users' behalf plus a prioritizing activity feed.
“You decide how much autonomy to give each agent, from precise step-by-step instructions to broad goals where agents figure out the path on their own.”
NVIDIA enables faster local AI agents via multi-node DGX Spark clustering and NemoClaw.
NVIDIA's internal AI deployment now processes 4 trillion tokens per day at 99.96% availability.
“twenty-eight percent of enterprises today are now seeing an immediate a sustainable consistent ROI on their AI projects”