The price of frontier AI capability is falling towards zero. The consequence for an IP strategy is not that AI has become cheaper. It is that anything you thought you were...
There are two ways to hold a position in a technology. You can own the technology. Or you can own what it takes to build and install the technology at volume....
Patent law only pays for outliers. Novelty and inventive step exist to screen out the expected, so a patent portfolio is, by design, a collection of exceptions. Hold that thought against...
Most IP portfolios are not shaped by strategy. They are shaped by whatever was urgent that week. Renewals get paid because the deadline arrived. Examination responses get filed because the clock...
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...
When a market is about to triple in a decade, the patent filing map you drew for yesterday’s demand is the one that will let you down. A McKinsey analysis, written...
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...
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...
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...
When investors describe a winning company, they now reach for three ideas: credible AI adoption, resilience, and durable competitive advantage. McKinsey’s latest survey of long-term investors — What matters most to...
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