Research library

Workflow automation

Map the work, connect the tools, and build repeatable processes with clear ownership and exception handling.

49 articles · Page 2 of 5

Insight3 min read

Anthropic's Agent Metrics Put Review Delays in Focus

Anthropic proposes metrics for AI research and agent oversight. What coverage, review latency and escalation rates can tell an engineering team.

Insight3 min read

Grok 4.7: Check the Whole Agent Bill Before Switching

Grok 4.7 brings a 500K context window and configurable reasoning. What its API pricing, Fast availability and response behavior mean for migration.

Insight3 min read

Qwen's New Multimodal APIs Serve Different Jobs

Qwen's September releases cover translation, duplex voice and multimodal interaction. Choose an endpoint around the workflow, not the family name.

Insight4 min read

OpenAI's Agents API Makes the Codex Harness a Managed Service

OpenAI's Agents API enters public beta with managed sessions and sandbox options. What it runs, what it costs, and where application responsibility stays.

Insight6 min read

GPT-6 Astra Brings Better Computer Use and a Higher Bar for Delegating Work

OpenAI's GPT-6 Astra improves computer use and complex work. A closer look at launch benchmarks, API costs, limited rollout, and safety monitoring.

Insight4 min read

Meta's Muse Spark 1.3 Takes Aim at the Cost of Supervising an Agent

Meta's Muse Spark 1.3 targets coding and long-task reliability. What its launch claims establish, and how to test whether it needs less supervision.

Insight10 min read

The Median Business Spends $12 Per Employee on AI. The Median Worker Saves Under Two Hours.

Ramp's August AI Index and the Census Bureau's worker survey landed a day apart. Both say adoption is broad, spend is cheap, and time saved is modest.

Insight10 min read

Nvidia's Nemotron Pitch Is a Router That Stops Paying Frontier Prices for Easy Subtasks

Nemotron 3.5 Lightning is a 30B MoE with 3B active, but the open NeMo Switchyard router beside it is Nvidia's real product. How it decides, where it fails.

Insight8 min read

Grok Bot Gives Each Agent Its Own Computer and Your Logins. Cheapest Seat Is $120 a Month.

SpaceXAI's Grok Bot puts always-on agents inside your apps by signing in as you. What it does, what it costs, and who should wait.

Insight9 min read

Agentic Resource Discovery: robots.txt for AI Agents, and the Standards War That Isn't

Agentic Resource Discovery is a v0.9 draft spec, not a Google-Microsoft alliance against Anthropic and OpenAI. What ARD is, and why not to build yet.

Insight10 min read

Nadella Says You Pay for Intelligence Twice. He Has a Point, and an Interest.

Nadella's 'Reverse Information Paradox' says AI buyers leak the expertise that improves the model. The argument holds. He also sells the remedy.

Insight9 min read

ChatGPT Work: OpenAI's GPT-5.6 Agent That Ships Finished Business Documents

OpenAI's ChatGPT Work is a GPT-5.6 enterprise agent that pulls context across Slack, Gmail, and Drive to ship finished reports, decks, and spreadsheets.