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Technology and AI

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Latest in Technology

AI hip-pain triage needs emergency rules and human review

The International Medical Device Regulators Forum finalized 10 lifecycle principles for artificial intelligence in medical devices in January 2025. Applied to hip-pain triage, the principles put emergency escalation, representative evidence and human oversight ahead of a model score.

APPI News Editorial 5 min

Google lists student AI Plus trial and discounted Pro plans

Google One's English help page lists several student AI offers rather than a single worldwide free year of Google AI Pro. Eligibility depends on the offer, country and account status; applicants need SheerID verification, a personal Google Account and a qualifying payment method.

APPI News Editorial 6 min

YouTube family plans require one address and 30-day checks

As of August 18, 2026, YouTube said family-plan members must live at the same residential address and undergo an electronic check-in every 30 days. An alert means the service could not confirm the household, but YouTube does not publish the data inputs, a fixed warning period or a universal appeal outcome.

APPI News Editorial 9 min

Cheap camera lens protectors can weaken photos in difficult light

In October 2025, Android Authority compared four camera-lens protector kits on a Samsung Galaxy S25 Ultra and Google Pixel 9 Pro XL, finding many daylight shots hard to distinguish but more losses in difficult lighting. The added optical surface can reduce light transmission or worsen flare, while the cited tests do not establish how much these accessories prevent damage.

APPI News Editorial 5 min

Swedish trial finds mammography AI matches double reading

Researchers reported in The Lancet on January 31, 2026 that AI-supported mammography was noninferior to double reading for interval cancer among 105,915 participants. The tested workflow triaged examinations to one or two radiologists and reduced screen readings by 44.2 percent.

APPI News Editorial 4 min

RTX 5090 upgrades require power, motherboard and case checks

NVIDIA's RTX 5090 quick-start guide sets a 1,000 W minimum for the Founders Edition and supports either four dedicated 8-pin PCIe feeds through its adapter or one 600 W-or-greater 16-pin cable. Buyers must still match the exact card to the PSU, primary PCIe x16 slot and measured case clearance because partner-board dimensions and connections vary.

APPI News Editorial 4 min

OpenAI Cuts API Prices 80%: What GPT-5.6 Luna and Terra Now Cost

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

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