2026-08-20

Why Your Model Only Learns What the Labels Teach It

A supervised model does not learn the world; it learns the labels a team of annotators assigned to pixels. If those labels disagree with each other, blur a category boundary, or skip the hard frames, the model absorbs that confusion as fact. This is why quality-focused data labeling, not the raw count of labeled images, sets the upper bound on what a computer vision (CV) model can achieve. Trainin [...]

2026-08-20

A “private and secure” face-search tool left 9 million photos exposed

A people-search tool that promises “private and secure” searches left more than 9 million image files exposed online, including photos of people’s faces. A security researcher found the unprotected database, according to reports by WIRED and Digital Trends. The tool is ClarityCheck, a service that lets someone upload a photo to identify the person in […]<br /> This story continues at [...]

2026-08-20

Relativity Networks raised $22mn to make AI’s fibre run at nearly light speed

Relativity Networks has raised $22mn and landed a $40mn order from a large cloud provider. The company is pitching a faster kind of fibre for AI data centres. The Orlando-based company announced the funding and the commercial deal on Tuesday, in a press release. The money came in as a $22mn SAFE. That is a […]<br /> This story continues at The Next Web [...]

2026-08-20

Big Tech is on a charm offensive to get its data centres built

Big Tech is pouring money into local PR campaigns to win support for the data centres it needs. Opposition to the buildings is spreading across the United States. They are holding town halls, dropping tax demands and sponsoring community groups. That is according to a Bloomberg feature and a Wall Street Journal report. The scale […]<br /> This story continues at The Next Web [...]

2026-08-20

Over 9 million facial recognition images leaked in major breach at reverse image search and identity verification service

ClarityCheck locks down huge database after being notified about the spill. [...]

2026-08-20

SEC is proposing its first dedicated crypto offering rules, giving token issuers new paths to raise capital

The proposal creates two exemption tracks for token offerings and a safe harbor that lets certain crypto assets exit securities law requirements [...]

2026-08-20

Alibaba's adjusted profit collapsed as the company doubled down on AI

Net income fell to 10.54 billion yuan in the June quarter, while cloud revenue grew 45% on surging AI demand [...]

2026-08-20

Walmart posted strong sales and raised its outlook — powered by tariff refunds

The retailer posted 5.9% revenue growth and raised its adjusted EPS guidance for the year to $2.80–$2.87, up from $2.75–$2.85 [...]

2026-08-20

How AI Accelerates Food & Beverage R&D, Without Replacing the Food Scientist

The food and beverage (F&B) industry has never faced more competing pressures. Consumers expect healthier products, cleaner labels, and more sustainable ingredients. Retailers want faster innovation cycles. Regulatory requirements continue to evolve across global markets. Meanwhile, ingredient costs and supply chains remain unpredictable. For research and development (R&D) teams, these cha [...]