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OpenAI cuts Luna and Terra prices in widening AI cost race

OpenAI cut standard API prices for GPT-5.6 Luna by 80 percent and Terra by 20 percent on July 30, 2026, while leaving Sol unchanged. The company credited lower serving costs and better token-generation efficiency; Chinese vendors are also expanding lower-cost and open-weight alternatives.

APPI News Editorial 5 min

US law sets cyber-device duties as Taiwan publishes guidance

The US Food and Drug Administration replaced its medical-device cybersecurity guidance in February 2026, updating recommendations tied to statutory duties that took effect in 2023. Taiwan's regulator publishes a 2021 lifecycle guide and five reference templates, but the cited public material does not establish a US-style statutory submission rule.

APPI News Editorial 6 min

AI scribes reduce paperwork as liability rules stay fragmented

VA Providence began rolling out an ambient AI scribe in primary care on March 24, 2026, with participation optional for veterans. The software turns clinical conversations into draft notes, leaving accuracy, consent and liability subject to rules that vary by country.

APPI News Editorial 5 min

Deepfake scams make voice and video poor proof of identity

INTERPOL and the United Nations Office on Drugs and Crime warned on March 17, 2026, that generative AI was making trusted-person impersonation easier. A familiar voice or face can now support a false request, so money and data should move only after a separate identity check.

APPI News Editorial 4 min

AI accelerator buyers need workload tests before choosing chips

NVIDIA's August 6, 2026, configuration guide separates AI training and inference systems and says hardware choices vary by workload. A buyer still needs a controlled run of its own model, software and traffic because peak chip specifications do not measure end-to-end service or three-year cost.

APPI News Editorial 7 min

Smartwatch atrial fibrillation alerts still need ECG confirmation

The 2019 Apple Heart Study sent irregular-pulse notifications to 0.52 percent of 419,297 participants, while later ECG patches found atrial fibrillation in 34 percent of 450 analyzable recipients. Its 84 percent positive predictive value measured a different event: another alert that occurred during simultaneous ECG recording.

APPI News Editorial 5 min

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

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