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TLDRocket
16 October 2026
The biggest thread running through today’s AI news isn’t model quality; it’s control—over cost, over context, and over what agents do once they’re let loose. Anthropic’s expected IPO pricing, with some investors floating a valuation near $2.3–$2.4 trillion after a roughly $1.8 trillion price target, sharpens the same executive question CFOs have been asking: even if unit costs fall via open models, total spend can rise as adoption broadens. That pressure echoes in Uvi’s argument that agent platforms “relearn” company knowledge and charge customers again—switching from direct tool connections that can cost $0.75–$1.41 (or more) per answer to a semantic-layer approach priced around $0.10–$0.16.
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