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The state of enterprise AI | OpenAI

Today, we’re excited to introduce the state of enterprise AI report⁠(opens in a new window). For the first time, we’re sharing a comprehensive look at how enterprises are adopting AI, what workers say they’re gaining, and how organizational leaders are turning...

A quote from Cory Doctorow

Now I want to talk about how they're selling AI. The growth narrative of AI is that AI will disrupt labor markets. I use "disrupt" here in its most disreputable, tech bro sense. Go to Source

Quantifying Human-AI Synergy | OpenReview

We introduce a novel Bayesian Item Response Theory framework to quantify human–AI synergy, separating individual and collaborative ability while controlling for task difficulty in interactive settings. Unlike standard static benchmarks, our approach models human–AI...

China’s open-source AI is a national advantage

Today, there is more reason than ever to believe Chinese AI companies can rival their US peers. DeepSeek’s latest two new models match the reasoning performance of OpenAI’s GPT-5 and Google’s Gemini-3 Pro. The runaway success of R1 and Alibaba’s Qwen have made...

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Recent Briefings

Metamorphoses: “Of Bodies Chang’d to Various Forms, I Sing”

In the programmable organisation, leaders need to think less like bureaucrats and more like architects and coders to provide the context and instructions needed to operate smart systems. Or perhaps poets? Poetry and coding are both forms of language that act as...

AI Agents & Skills, Plus What Games Can Teach us About Adoption

Enterprise AI Adoption Signs of Life There are some promising signals emerging around enterprise AI adoption and its impact on companies who are using it. Last month’s Accountable Acceleration: Gen AI Fast-Tracks Into The Enterprise report by Wharton Human-AI Research...

AI Round-up: Both Destroyer and Maker of Worlds?

Large, small, tiny & nano model developments After the recent release of GPT-5-Codex, Anthropic picked up the AI-enhanced coding baton at the end of September with the release of Claude Sonnet 4.5. Since then, results seem positive for both models, which means we...

Enterprise AI is a Social Technology, Not the Sorcerer’s Apprentice

Magical Realism Humans appear to use some very primitive sorting algorithms when presented with new discoveries, such as is it a God? … and … could this magic kill us all? In debates around AI, this tendency is creating increasingly polarised viewpoints and judgements...

Collaborative Architectures for Agents, People & Machines

We are working on some innovative learning projects to help leaders understand what agentic AI could mean for their roles and their organisations, and to help with readiness for adoption; so I have been reading about overcoming barriers and blockers relating to...

The Growing Importance of Context Engineering for Leaders Adopting AI

We have been thinking a lot recently about how to help business leaders understand, direct and deploy AI in their organisations without needing to become technical domain experts. Traditional approaches to learning, change and technology adoption increasingly feel...

Will AI be ‘Winner takes it all’ or General Purpose Technology?

In a week where more than one leading LLM seems to be creaking at the seams, suffering capacity issues or even going backwards in terms of output utility, it is worth re-stating why we think it is worth focusing on enterprise AI over consumer AI, and why we think it...