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Recent Insights & News

When Everyone Can Run the Model: What Open-Weight AI Means for Your IP Strategy

If a capability you spent years building can be downloaded on a Sunday afternoon, the question is not how to stop that. It is what you own that survives it. Ben Thompson’s recent Stratechery piece works through the economics of the new Chinese open-weight models and lands somewhere useful for anyone thinking about IP. Open…

When AI is embedded in your Workforce, Trade Secrets Become the Strategy

If AI can do the work, what exactly does your company still own? That is the question sitting underneath McKinsey’s new report, The symbiotic enterprise, which argues that AI agents and intelligent robots are becoming a workforce — close to 60 per cent of work hours are now theoretically automatable — and that the traditional…

When AI Does the Shopping, What Does Your Brand Actually Own?

Here is an uncomfortable number for anyone responsible for brand protection: when consumers ask an AI tool about a brand, the brand’s own website supplies only 1–2 per cent of the sources the model cites. That finding sits at the centre of McKinsey’s State of the Consumer 2026 report, which maps four forces reshaping consumer…

The Intelligence You Already Have, May Cost You Millions

The most expensive failures in R&D are not the projects that fail. They are the projects that should never have started — and the ones that limp along because nobody had the evidence to kill them early. Patsnap’s 2026 R&D Benchmark Report puts numbers on a pattern that IP-intensive businesses know intuitively: more than a…