Deirdre Bosa(@dee_bosa):The next AI lock-in fight is simple: don't give away the data and context that make your company valuable @benchmark's @peterfenton says ceding that context to a closed model company "seems incoherent" and the real value is in workflows, proprietary data, how the business actually works If the big labs won’t guarantee ownership and portability, an independent ecosystem has to exist above them

Deirdre Bosa

@dee_bosa

Pronounced Dear-dra. Anchor & reporter @CNBC for 15 yrs. Now building something new. still a Leafs fan 🇨🇦

Joined March 2011

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Deirdre Bosa@dee_bosa

2026.07.11 20:42

The next AI lock-in fight is simple: don't give away the data and context that make your company valuable @benchmark's @peterfenton says ceding that context to a closed model company "seems incoherent" and the real value is in workflows, proprietary data, how the business actually works If the big labs won’t guarantee ownership and portability, an independent ecosystem has to exist above them