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AI's Next Test: Reliability, Not Just Adoption, Says Tech Scaling Veteran

An Entrepreneur contributor argues the AI industry is shifting from a race to deploy tools quickly toward a tougher demand: proving the systems actually deliver reliable business outcomes. The piece points to 2026 IPO activity in AI-linked companies, where some newly public firms have faced investor scrutiny over valuations and capital needs despite strong initial interest.

Shein prices Hong Kong IPO at up to $27 billion, well below 2022 peak

Shein filed to raise as much as HK$13.86 billion (about $1.77 billion) by selling roughly 280 million Class B shares priced between HK$47.60 and HK$49.50 apiece, implying a valuation near $27 billion at the top end. Pricing will be finalized August 31, with trading set to begin September 1, following Chinese regulatory approval after earlier listing attempts in London and New York fell through.

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