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Technology and AI

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Latest in Technology

Apple's trade-in pages give no universal battery deduction table

Apple's US and UK Trade In pages, reviewed August 28, 2026, tie estimates to the device, model, manufacturer and condition but publish no universal deduction table for battery maximum capacity. Apple's India program explicitly allows battery diagnostics, while repair status and an active Find My lock can affect eligibility or the final quote.

APPI News Editorial 10 min

Companion robots show limited gains in dementia care trials

A 2026 meta-analysis found small reductions in depression and agitation in trials of AI-based socially assistive robots for people with dementia. It detected no benefit for cognition or anxiety, leaving the technology short of a substitute for human care.

APPI News Editorial 5 min

Hospitals need more than accuracy scores to validate medical AI

The International Medical Device Regulators Forum finalized 10 good machine learning practice principles for AI-enabled medical devices on January 27, 2025. The framework makes representative data, independent testing, human-AI interaction and post-deployment monitoring part of one evidence chain.

APPI News Editorial 8 min

Google covers some Pixel 9 Pro display lines for three years

Google's Pixel 9 Pro and Pro XL extended repair program began on December 8, 2025, and covers eligible phones for three years from the original retail-purchase date. Bottom-to-top vertical lines can qualify, but inspection, damage and country availability still determine whether a no-charge display replacement is available.

APPI News Editorial 9 min

Apple patches exploited Mac Screen Sharing authentication flaw

The US Cybersecurity and Infrastructure Security Agency added CVE-2026-65400 to its known-exploited catalog on August 18, 2026. Apple had fixed the Screen Sharing authentication flaw in three macOS branches on August 6, while the Netherlands NCSC later reported abuse against internet-exposed systems.

APPI News Editorial 6 min

Cloudflare designs deployment docs and tools for AI coding agents

Cloudflare now publishes Markdown documentation, llms.txt indexes and managed Model Context Protocol servers for AI agents. Those interfaces can shorten the route from an AI-generated project to deployment, but no public data shows Cloudflare is a consistent first choice across coding assistants.

APPI News Editorial 7 min

Companies need workload tests before choosing an AI model

Google's Gemini API documentation, updated August 14, 2026, separates stable, preview, latest and experimental model versions. Companies still need tests built from their own work because vendor categories do not establish quality, cost or risk in a specific application.

APPI News Editorial 9 min

US data center opposition rises as Taiwan reviews power rules

University of Pennsylvania polling published August 11 found that 61 percent of US adults opposed new data centers in their area, up from 49 percent in the spring. A Texas grid audit and a draft Taiwan review show how electricity, water, cooling and public support can become project-level disclosure tests.

APPI News Editorial 6 min

Google launches four Pixel 11 models in Taiwan from about US$941

Google began selling four Pixel 11 models in Taiwan on August 20, 2026, with the standard phone starting at NT$29,990 (about US$941). The Pixel 11 Pro and Pro XL add brighter displays and a 120x zoom setting, while their 256GB configurations have 12GB of random-access memory (RAM) and Google has not documented Suica support for Taiwan-sold units.

APPI News Editorial 6 min

Hospitals need independent tests for AI trained on synthetic data

The International Electrotechnical Commission published a medical AI data-management specification on March 18, 2026, covering data used to train, test or validate models. Synthetic data can support development, but deployment still requires independent clinical evidence, workflow testing and monitoring.

APPI News Editorial 6 min

Phone buyers need app-reload tests to choose 12GB or 16GB of RAM

Google updated its Play for On-device AI guide on August 14, 2026, documenting model-delivery rules that can target phones by installed random-access memory (RAM). The rules do not create a universal 16GB threshold, while Android and iOS memory documents point to background app retention as the more immediate difference.

APPI News Editorial 9 min

Taiwan exporters need plant data for EU importers' CBAM filings

The European Commission issued definitive-period guidance for non-EU producers on August 14, 2026, detailing how plant emissions data should reach EU importers. Taiwan suppliers do not file the annual declaration, but customers need installation-level records to use verified actual emissions instead of European Commission defaults.

APPI News Editorial 6 min

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