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Google Says AI Has Accelerated Chrome Security Patching To Record Levels

Google said its internal AI tools helped identify and fix more security vulnerabilities in the last two Chrome releases than the company patched across the previous two years combined.

In a post published Thursday on its security blog, Google said it fixed 1,072 security bugs in Chrome versions 149 and 150, both released in June. That compares with 1,036 vulnerabilities fixed across the previous 23 Chrome releases.

Google Expands AI Use In Security

Google outlined its approach in a white paper describing how it uses AI models to identify vulnerabilities and accelerate remediation. The report includes a chart showing a sharp increase in the number of bugs fixed in recent Chrome releases.

The company refers to each Chrome release as a “milestone.” Chrome version 126 was released in June 2024, while versions 149 and 150 shipped last month.

Company Says AI Speeds Vulnerability Detection

Doug Turner, Chrome’s director of engineering, said large language models have “fundamentally shifted the economics of cybersecurity” by automating vulnerability discovery.

“By applying models like Gemini, we are preemptively fixing vulnerabilities, outpacing our adversaries and making Chrome safer with every update,” Turner said.

Microsoft Also Reports More Security Fixes

Google is not the only technology company reporting higher numbers of security patches alongside broader AI adoption. Earlier this month, Microsoft said it fixed a record 570 vulnerabilities during its monthly Patch Tuesday release and cited its use of AI as one factor behind the increase.

Apple has not reported a comparable increase. According to an independent vulnerability tracker, the company has fixed 482 security flaws in 2026 so far, a total broadly in line with previous years.

Shein Targets $25 Billion Valuation In Hong Kong IPO As Growth Slows

Shein is reportedly targeting a valuation of around $25 billion in its planned Hong Kong IPO, a sharp decline from the nearly $100 billion valuation the online fashion retailer achieved in a 2022 fundraising round.

Two people familiar with the plans said the company was likely to target about $25 billion, while another source put the expected range at $25 billion to $28 billion based on the proposed price band.

IPO Valuation Falls Sharply

Shein plans to sell up to 8% of its shares in the offering, according to a person familiar with the plans. At a $25 billion valuation, that would translate into an IPO of as much as $2 billion.

The latest target is also below the $30 billion to $40 billion valuation the company was seeking earlier this month as it began meeting with potential investors.

Founded in China in 2012 and now headquartered in Singapore, Shein sells low-cost clothing to consumers in about 160 countries. The company is expected to launch its long-awaited Hong Kong IPO later this week.

Trade Restrictions Weigh On Growth

Shein’s valuation has come under pressure as major markets tighten rules affecting low-cost e-commerce shipments. The European Union, for example, has moved to impose additional fees on cheap parcels from platforms such as Shein and Temu. EU Tightens Rules On Low-Cost E-Commerce Parcels

In the U.S., the removal of an import duty exemption for small packages has also affected the company. Shein reported a $99 million quarterly loss in the first quarter of 2026 as sales growth slowed, while a one-time accounting charge further weighed on its results. Shein Reports First-Quarter Loss Ahead Of IPO

Investors Question Shein’s Growth Prospects

The steep reduction in valuation reflects growing concerns over slower growth, higher trade costs, regulatory pressure and stronger competition across global e-commerce.

Some investors who reviewed Shein’s recent financial statements or attended IPO presentations told Reuters they were skeptical that the company could return to the growth rates that supported its $98.2 billion valuation in 2022. Shein’s Slowing Growth Tests Investor Appetite

A lower IPO valuation could also affect Shein’s existing investors. Under the terms of its IPO filing, the company may have to issue additional shares to certain pre-IPO investors if its valuation falls below agreed thresholds.

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