Gemini 3.8 Flash: metrics, pricing, and migration checks
Evaluate Gemini 3.8 Flash using dated science and math results, context limits, introductory pricing, and practical migration and multimodal checks.
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Research library — page 11
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LLM security and bot attacks: a practical test plan
Separate prompt injection from automated bot abuse. Build a practical test plan for access boundaries, tool permissions, cost limits, and evidence-backed fixes.
Research briefing · Sources included