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LinkedIn Launches Peer-Vouching Feature to Verify Jobs and Schools

LinkedIn announced new verification tools letting members confirm their workplace or university through vouches from two or more connected colleagues who've known them for at least a year. Company page admins can now also remove profiles falsely claiming affiliation with their organization from search results. LinkedIn says over 115 million of its roughly one billion members have already added some form of verification to their profiles.

Opinion piece calls for domestic supply chains in U.S. homebuilding materials

A commentary argues that the United States should prioritize building products manufactured domestically, citing repeated disruptions from the pandemic, tariffs, and geopolitical conflicts that have exposed vulnerabilities in global supply chains. The piece points to newer, economical and more sustainable American-made building materials as a viable alternative to imported goods.

Ecommerce sites risk AI invisibility when product data loads via JavaScript

An Entrepreneur contributor writing about ecommerce optimization warns that many online store pages render prices, inventory and specs using JavaScript, which most AI crawlers cannot execute. As a result, pages that rank well on Google may return blank or incomplete data to AI shopping assistants like ChatGPT, effectively excluding those products from AI-generated recommendations. The piece cites OpenAI's research team estimating roughly 50 million daily shopping-related queries on ChatGPT alone.

Apple pushes for independent forensic review and OpenAI hardware documents in trade secrets suit

Apple has asked the court overseeing its trade secrets lawsuit against OpenAI, io Products and several former employees to grant its own experts access to forensic disk images already gathered in the case, and to compel OpenAI to hand over documents tied to its hardware R&D efforts. The move follows Apple's claim that a forensic check of a MacBook used by former employee Chang Liu after he joined OpenAI revealed he ran a simulation using a confidential Apple circuit schematic, and that a related Mac mini may hold further evidence.

Amazon shoppers advised on spotting scams and counterfeit listings before Prime Deal Days

A consumer tech guide outlines strategies for navigating Amazon's flooded marketplace, where searches for common items like power banks return tens of thousands of results from both trusted brands and unknown sellers. The guide flags fake reviews, counterfeit goods, and duplicate listings using identical photos as common pitfalls, especially with third-party sellers. It recommends buying directly from Amazon when possible, since Amazon manages its own inventory more closely than that of outside sellers.

AI memory boom triggers price surge for NOR flash and SLC NAND chips

Analysts at Morgan Stanley, JPMorgan, and TrendForce report that legacy memory types like NOR flash and SLC NAND are facing severe supply shortages as manufacturers redirect production capacity toward more profitable HBM and DRAM chips driven by AI demand. Contract prices for both chip types have already more than doubled in the first half of 2026, with SLC NAND expected to rise another 120-170% in the second half.

New online tool lets users mock up their own iPhone designs

A newly launched web simulator invites users to try their hand at designing a hypothetical next-generation iPhone, offering a playful interface for experimenting with device concepts. The tool is aimed at Apple fans who want to sketch out features and aesthetics without any real engineering constraints.

Senators press FTC on Amazon Alexa, Walmart Sparky handling of 'Made in USA' queries

Senators Tammy Baldwin and Rick Scott have asked the FTC to investigate whether Amazon's Alexa and Walmart's Sparky shopping chatbots adequately surface information about domestically made products. The request cites a Columbia University Center for Law and the Economy study finding both assistants initially struggled or declined to confirm US-origin claims, though they could answer questions about foreign-made goods and eventually provided US-made results after prompts were reworded.

IEEE Computer Society: Retrieval Quality, Not LLM Size, Now Drives AI Product Performance

IEEE Computer Society highlights that most AI products rely on large language models for reasoning and generation, but these models depend heavily on retrieving relevant background information before producing answers. When that retrieved data is outdated, weak, or irrelevant, the resulting output suffers regardless of the model's sophistication.

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