Is Enterprise AI Ultimately Less Risky than Consumer AI?

The debate about AI risks and potential harms is starting to bifurcate into the kind of toxic polarisation we are now used to seeing in politics, economics and other areas of life, amplified by online echo chambers. In addition to technical critics like Gary Marcus,...

Can Learning Help Overcome the AI Capability-Absorption Gap?

We are reaching a curious time for enterprise AI adoption. Organisational AI readiness is advancing far slower than the technology, and yet more and more large firms are warning employees that their jobs are likely to disappear or be transformed by automation and...

Agentic AI Needs Strong Foundations

The respected American venture capitalist Mary Meeker recently shared her first internet trends report since 2019, focused on AI and its future. It runs to 340 slides (with center-aligned text … grrr!), so it takes time to absorb. But in addition to its meta-level...

New Models and Old Challenges

It has been a busy couple of weeks for analysts covering new AI launches, with some impactful new models and agentic systems being announced that add up to a significant advance in capabilities. Hot on the heels of announcing Gemini 2.5 Pro, Google announced AI Mode...

Enterprise AI: Lessons from Social Media

Recent hints by AI researchers that they believe AGI is now within reach have fuelled an increasingly polarised debate about AI harms vs benefits. Ethan Mollick recently wrote up a useful overview of developments that considered where the water is rising (LLM...

AI World Building & The Value of Boring BizOps

The roaring AI train didn’t slow down at the end of the year as many of us humans needed to; and as 2025 gets underway, major players are still throwing coal into the furnace: OpenAI has been heavily hinting that they think they are moving beyond AGI (but what does...