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We’re at an inflection point in enterprise AI. While much of the focus has been on the race between frontier model providers, the next transformation will come from AI systems that bridge the gap between state-of-the-art reasoning and physical world processes.

Sam Altman recently posted “Three Observations,” suggesting that AI will benefit all of humanity with more chips, improved efficiency, and socio-economic value increasing super exponentially. But meaningful progress also requires including the human interests and curiosity of the other 99.9%, not to mention the missing T-word.

The next industrial revolution – Multi-agent systems and small Gen AI models are transforming factoriesJonathan AstonJan 23, 2025 FacebookLinkedin

Factories are transforming and becoming smarter through the introduction of powerful multi-agent AI systems.

Deloitte’s report shows that organisations are falling behind in the race to equip modern day professionals with crucial AI skills.

Kharkiv Oblast, Ukraine — In the early hours of December 2024, as the sun began to rise, the sound of drones filled the air. But this wasn’t just any drone operation. This was the first successful all-drone assault on Russian positions — a groundbreaking event in the history of modern warfare.

If we want to manage complex environments, we need to stop talking about how things should be in the distant future, and start changing things in the here and now. Move from lofty long term goals to mapping where you’re at and making small changes and monitoring what’s happening. Here is a brief explainer on vector theory of change.