The Hallway Track
19 tracked signals on agentic-AI.
GPT-5.6 recursively self-optimized OpenAI's own serving infrastructure, cutting costs 20-80%
“GPT-5.6 Sol was actively used to analyze production traffic, tune load balancing, and autonomously rewrite production kernels in OpenAI's own Triton and Gluon languages.”
ChatGPT Work adds cloud agents with browser, code execution, and persistent filesystem for paid users
“Use ChatGPT Work when you want ChatGPT to complete a task with a clear outcome, such as a brief, deck, analysis, recurring update, workflow, or file you can review and use.”
NVIDIA Rubin GPU architecture is purpose-built for agentic AI workloads at scale
“What began as discrete AI model training and human-facing chat interfaces has evolved into always-on AI factories dedicated to producing intelligence at scale.”
AWS launches AgentCore Runtime for event-driven ambient agents with built-in human-in-the-loop support
“The event itself is the prompt. That is an ambient agent: it responds to event streams, pauses for human input through a single ask_human tool when it needs to, and resumes from where it left off once the human answers.”
NVIDIA and CrowdStrike partner on SafeMind to build domain-specialized cyber defense AI
“you must have the ability to fine-tune to post-train in the context of safe mind um create an AI that is super good at a particular domain”
Amdocs and AWS deployed a multi-agent telco support system saving 61,000 hours of wait time at PLDT.
“I'm choosing the right model to the right task... using Claude for reasoning, but using the Amazon Nova for these fast queries. And this is reduce our tokens by 95%.”
Agent frameworks force humans to stay on-task, undermining the promise of autonomous agents
“SSH with vibes”
NVIDIA launches Nemotron 3.5 Lightning, a 30B MoE model optimized for agentic execution layers
“Long-running AI agents spend most of their time on high-volume execution: tool calls, result validation, and subagent delegation.”
DeepSeek V4-Flash 0731 matches GPT-5.6 performance at 60% lower cost via post-training alone
“Terminal-Bench 82.7, up +25.8 from the April preview's 56.9”
NVIDIA releases domain-specific DOCA Agent Skills for BlueField infrastructure development
“AI agents are becoming a standard part of development workflows, but general-purpose agents weren't built with specialized infrastructure software such as NVIDIA DOCA in mind.”
AWS multi-agent framework cuts cloud migration IaC development from weeks to minutes
“The multi-agent framework in this post reduced infrastructure as code (IaC) development time from 3–4 weeks per application to minutes across a over 300 application portfolio.”
Prime Intellect is extending RL to real-world tasks lacking verifiable reward signals.
Traversal builds SRE agents that search petabyte-scale logs with no labeled training data
“a single investigation's probably gonna cost you the GDP of a small country”
AWS Bedrock now offers agentic retrieval that iterates multi-step searches for complex queries
“Agentic retrieval plans and iterates over retrieval and can generate a response in the same call.”
AWS launches Amazon Quick, an agentic AI sales assistant automating CRM and prospecting tasks
“Amazon Quick is an AI assistant for work that turns questions into answers, answers into actions, and actions into outcomes.”
Multi-turn RL on SageMaker lets small models match frontier reliability for search agents
“Fine-tuning offers a third path: you teach a small model your tools and environment directly. The result is a small model's speed and cost with the reliability that would otherwise require a frontier model.”
AWS and Symphonica use MCP and Kiro to deploy safe agentic AI into telco networks
“only workflows behind that MCP layer would be accessed by the agent”
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”
Ericsson deploys multi-agentic AI on AWS to automate telecom billing system cloud migrations
“we are leveraging a combination of agentic and machine learning AI technologies in the whole process of onboarding a complex workload into the cloud”