AI agents
23 published articles
Grok 4.5
Cursor's Grok 4.5 was built by AI agents, not humans. That's the real story.
Cursor's Grok 4.5 is a Mixture-of-Experts model built using reinforcement learning in environments created by earlier AI agents, not humans. It handles complex, long-duration tasks across software engineering, data science, finance, and law, and it's available now.
2026-07-10
AI Agents
The subtle trap waiting for AI agents in production
As AI agents move from demos to production, operators find that the hardest failures are not in reasoning but in subtle mismatches between autonomous planning and deterministic infrastructure. This analysis unpacks the three silent failure modes that keep CTOs up at night.
2026-07-10
Enterprise AI
Anthropic and DXC Technology Launch Global Alliance to Embed Claude in Enterprise Systems
DXC Technology and Anthropic announce a global partnership to deploy Claude across DXC's managed environments for regulated industries. The deal includes certifying thousands of engineers and using Claude as the default AI in DXC's new OASIS platform.
2026-07-09
Product Launch
Anthropic launches Claude Tag on Slack for team-wide AI collaboration
Anthropic's Claude Tag brings proactive, context-aware AI collaboration to Slack. Teams can tag @Claude in channels and assign tasks ranging from code generation to data analysis. The tool builds shared memory, works asynchronously, and can take initiative, with 65% of Anthropic's product team code now created by the internal version.
2026-07-09
AI Agents
Parallel agents aren't about speed. They're about coordination.
Parallel agents split complex tasks across concurrent workers, each with isolated state and defined scope. The real challenge isn't speed, it's coordination.
2026-07-09
agent reliability
AI agents can't tell when a Java migration is actually done
IBM Research introduces ScarfBench, an open benchmark for evaluating AI agents on enterprise Java framework migration. Early tests reveal that frontier agents are systematically overconfident about their own results, that configuration layers dominate effort, and that environment issues like Docker caches regularly derail migrations even when code transformations succeed.
2026-07-06
Open source
Microsoft just opened a codebase that kills the worst part of enterprise data work
Data Formulator 0.7 is an open-source AI system from Microsoft Research that helps enterprise teams connect fragmented data sources, prepare and analyze data with context-aware agents, and iteratively refine visualizations in a shared workspace, all without requiring SQL or programming skills.
2026-07-03
Benchmark
Oxford's GauntletBench puts AI agents through 100 real tasks. They failed 81% of them.
Oxford's GauntletBench puts AI agents through 100 challenging real-world tasks. Frontier systems cap out at 19.1% success, far below human performance. The benchmark targets overlooked capabilities in temporal perception, graphical understanding, and 3D reasoning across five professional applications.
2026-07-01
Artificial Intelligence
OpenAI's GPT-Live finally stops waiting for you to finish talking
OpenAI's GPT-Live introduces full-duplex audio so the AI can listen and speak at the same time. It can say 'mhmm', wait during pauses, and hand off complex reasoning to GPT-5.5 in the background, keeping the conversation flowing.
2026-07-01
Open-source framework
Stanford just made local AI agents work, and made the cloud look optional
OpenJarvis 1.0 from Stanford's Hazy Research and Scaling Intelligence labs runs personal AI agents locally via Ollama, with cloud access as an optional add-on. It ships with presets for morning briefings, cross-document research, and local code assistants, all while tracking energy cost and latency beside accuracy.
2026-05-28
AI Agents
Ollama just gave Claude Code a second brain for parallel tasks
Ollama now supports parallel subagents and built-in web search for Claude Code, enabling longer coding sessions with less context noise. The new features work with any Ollama cloud model and require no additional configuration.
2026-02-16