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Track 4
Model Strategy: SLMs, Specialists & Comparisons
Small models for speed; specialists for precision
Focus 1Showdown: Claude 4.5 Sonnet vs Gemini 3 Pro
Focus 28 specialists > 1 general model
Focus 35 AI model architectures testers should know
Track articles (9)
Curated ValidTec articles for this learning track.
- Small Language Model in Action
- 8 Specialized AI Models > 1 General Model for Software Testing
- How software testing engineers can benefit from the “5 AI Model Architectures” trend
- Shipping Quality Faster: A QA Engineer’s Practical Guide to Using Gemini 3 (Plus Smart Alternatives)
- Testing Showdown: Claude 4.5 Sonnet vs Gemini 3 Pro
- Claude vs. ChatGPT vs. GitHub Copilot: Who Will Matter Most for Software Testing in 2026 (and Beyond)?
- How Claude 4.5 as a Chrome Extension Supercharges a Software Testing Engineer
- How Anthropic’s new smarter model helps software testing engineers (right now)
- ACP + MCP + A2A for QA: one simple, vendor-neutral blueprint (with pragmatic alternatives)
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