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Applied AI·July 21, 2026·1 min read

Google doubles down on cheaper, faster AI — but says Gemini 3.5 Pro still isn't ready

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Google is prioritizing cost and latency with Flash and Lite while the higher-end 3.5 Pro slips—suggesting near-term demand is skewed toward “good enough” at scale rather than frontier performance. If you’re cost-sensitive, this is a green light to design around mid-tier models and bank the unit economics now.

Applied AI

Patients, families, doctors, and nurses are increasingly turning to AI tools, such as Face2Gene, to help identify rare and hard-to-diagnose diseases

Diagnostic authority is getting redistributed from institutions to a patient–clinician–model triad—tools like Face2Gene move ‘zebra hunting’ from specialist art toward pattern-matching infrastructure. Health systems and payers need to decide quickly whether to standardize, reimburse, and govern these tools or let ad hoc, patient-driven adoption set the default.