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Technology and AI

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Latest in Technology

Hospitals train shared AI models without pooling patient records

National Taiwan University Hospital said in 2026 that it had built a federated-learning platform with partner hospitals to validate medical AI without moving their data off site. The approach limits centralized data collection, but it does not eliminate privacy, performance or accountability risks.

APPI News Editorial 4 min

US pilot links premarket digital devices to Medicare payments

The US Food and Drug Administration announced its first TEMPO participant on July 22, 2026 and now lists two manufacturers in the pilot. Their devices can enter Medicare-supported care through conditional enforcement discretion and real-world data collection, not a finding of effectiveness for the uses under review.

APPI News Editorial 4 min

AI memory squeeze pushes up PC and graphics card prices

TrendForce forecast conventional DRAM contract prices would rise 13 to 18 percent quarter on quarter in the third quarter of 2026, with NAND Flash up 10 to 15 percent. AI and server demand is drawing capacity away from consumer products, but retail prices still vary by market, model and inventory.

APPI News Editorial 5 min

Phone updates need a backup and a plan for early problems

Apple released iOS 26.6 on July 27, 2026, with fixes for flaws affecting components including WebKit, Wi-Fi and the operating-system kernel. Phone owners weighing an update should separate security exposure from early performance problems, then verify backups and recovery options before installing it.

APPI News Editorial 5 min

ChatGPT Health and Taiwan take different paths to health data

OpenAI began rolling out Health in ChatGPT to US adults on July 23, 2026, with connections to Apple Health and supported medical records. Taiwan's My Health Bank SDK instead sends selected records to third-party apps after a government review, and new SDK applications are currently paused.

APPI News Editorial 4 min

Coldcard firmware bug routed seed generation through weak randomness

Coinkite warned on July 30, 2026, that seeds created by several Coldcard models on affected firmware may be exposed because seed generation used a general-purpose pseudorandom generator. A build integration error silently routed the process away from the hardware random-number generator without stopping the firmware build.

APPI News Editorial 5 min

AI-designed drugs advance in trials with no US drug approval

AI-designed drug candidates have moved into mid- and late-stage trials, but APPI News found no publicly identified US approval for a novel drug originating from an AI-led discovery program as of August 4, 2026. Early data point to faster candidate selection and stronger Phase 1 results, while later trials still impose the usual tests of safety and efficacy.

APPI News Editorial 5 min

Abbott's AI glucose forecast has no documented Taiwan release

Taiwan-listed Bionime secured a local medical-device license for its iFree2 continuous glucose monitor in April 2026, but the public notice did not identify an AI forecasting feature. Abbott's Libre Assist offers such predictions in the United States, while Abbott's Taiwan product site lists an older sensor and does not advertise the feature.

APPI News Editorial 4 min

Six sleep trackers detect sleep better than wakefulness

A 2025 laboratory study found that six wrist-worn trackers identified more than 90 percent of sleep intervals but correctly identified only 29.39 percent to 52.15 percent of wake intervals. Their movement and pulse sensors can show broad patterns, but their sleep-stage estimates do not match direct physiological measurements consistently.

APPI News Editorial 5 min

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