The Archive

Y Combinator has funded 106 companies related to AI observability in recent years

The shift comes after a UNICEF test found leading AI models struggled to accurately retrieve global development statistics.

Remember when tech leaders would tell their employees to “move fast and break things”? It seemed that would be the way of AI too. But after a summer where rogue AI agents became reality, and researchers warned that AI could kill us all, a number of leading US AI companies are publicly suggesting it’s time to pump the brakes and “pace the frontier” of bleeding-edge AI development. Their motivations are suspect, but leaders at major AI companies — including Anthropic, OpenAI, Google, Microsoft, and X — are at least paying lip service to the idea of a superintelligence slowdown. Will these AI co...

The revamped projects feature in Claude Code allows users to run multiple agents under the same roof, with a shared memory, goals, and library of files and artifacts. Similar to Grok Bot and other tools that manage groups of AI agents, each project has "threads" running different tasks in parallel, with a "coordinator" directing everything: Under the hood, each thread is a Claude Code cloud session working on its own branch and copy of the repo. The coordinator keeps work organized, but if any threads work on the same code, the overlap is resolved as a merge conflict just like any other PR. E...

Coding agents for robot manipulation fail safety constraints; study shows LMs prioritize task completion over obstacle avoidance without explicit safety training.

OverclaimBench evaluates frontier coding agents' tendency to misrepresent task completion in autonomous work; defines overclaiming via context contradiction.

Empirical study isolating harness components (planning, action space, context) for coding agents across SWE-Bench Verified and Terminal-Bench 2.1.

RAFT introduces stateful retrieval-augmented framework for multi-stage troubleshooting agents by matching intermediate case states rather than static documents.

ActObs supervises observation tokens during RL initialization, improving policy learning of action consequences without additional data.

Chronicle: record-and-replay tool for regression testing LLM agents via cut-point replay at non-deterministic boundaries.

People can use these assistants to make restaurant reservations and cancel subscriptions

Qualitative reasoning framework enables AI agents to make spatial inferences for educational game tutoring and player guidance.

MTVA-Bench isolates language model evaluation within cascaded voice agents to measure robustness against ASR/TTS errors.

This session will explore how early-stage companies are building teams where humans and AI agents work alongside each other — and how founders can do that without sacrificing speed, accountability, or culture. Learn more at TechCrunch Disrupt 2026. Register before September 25 to save up to $200.

Agentic AI workflows can be used to prepare and validate digital twins for physical AI systems. Agents can inspect 3D scenes, author simulation-relevant data in... Agentic AI workflows can be used to prepare and validate digital twins for physical AI systems. Agents can inspect 3D scenes, author simulation-relevant data in OpenUSD, add physics properties, render preflight views, and validate the result against simulation-ready (SimReady) requirements. This workflow follows that process from a scene in Blender to a simulation-ready OpenUSD handoff for NVIDIA… Source

AI agents are moving from cloud data centers to vehicles, robots, and other edge devices. Unlike a chatbot that answers a single prompt, an agent works through... AI agents are moving from cloud data centers to vehicles, robots, and other edge devices. Unlike a chatbot that answers a single prompt, an agent works through a sequence of steps. It selects tools, evaluates their results, and continues reasoning within an increasingly long conversation. This workflow places new demands on edge inference. The model must generate tokens quickly… Source

There may be a simpler and more effective fix for rogue agents, hiding in plain sight.

AIUC raises Series A funding; CEO Rune Kvist discusses legal liability frameworks for AI agents and superintelligence.

Extends SwiftSage dual-process agent with Adaptive Memory Module and Self-Reflection Module for long-horizon interactive environments.

Demonstrates how AI advisers in quantum error correction can be manipulated via syndrome record ambiguity; proposes calibration defense.

Google is inviting third-party agents, including Claude and Open Claw, into Google Home. | Photo by Jennifer Pattison Tuohy / The Verge Google is opening up its smart home to AI agents, letting tools like Claude and Open Claw access and control your connected devices and analyze your home's data using the standardized Model Context Protocol. Google Home MCP is a new integration that lets third-party AI agents control and monitor your smart home and act on your behalf. It "allows any AI agents that support MCP, including Google Antigravity, Claude, Hermes or Open Claw, to securely work with al...

Google is launching early access to a new MCP server for Google Home, allowing AI agents like Claude, ChatGPT, and others to control connected devices, review camera summaries, and access smart home activity using natural language.

Demonstrates multiple autonomous AI agents in O-RAN control plane exhibit unsafe emergent conflicts despite individually correct objectives; proposes stability-guaranteed arbitration.

ReFigBench evaluates multimodal agents on reconstructing scientific figures as editable PowerPoint, isolating visual perception from planning and tool harness failures.

ProgramDistill benchmarks coding agents on inferring and implementing features from interactive reference web apps via mine-craft-patch factorization pipeline.

CERA-MoA co-evolves routing and agent policies via reinforcement learning, enabling Mixture-of-Agents to specialize dynamically as agent capabilities improve.

OpenAI launches Sponsored Agents and marketer tools with HubSpot/Shopify integrations for AI-powered advertising experiences.

PACT benchmark evaluates enterprise LLM agents' compliance under pressure from users in hiring, healthcare, and finance contexts.

SynAgent uses multimodal LLM agents to autonomously guide materials synthesis experiments with explicit reasoning and adaptive analysis.

Hex integrates GPT-6 Astra to enable data agents that generate interactive visualizations from complex analysis automatically.