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GPT-5.5 vs Claude Opus 4.7

ai, AI (Artificial Intelligence), AI benchmarks, AI model comparison, anthropic, Artificial Intelligence, Claude Opus 4.7, frontier models, GPT-5.5, LLM pricing, model routing, OpenAI, SWE-bench, Terminal-Bench, token efficiency

Why it matters: Opus 4.7 wins coding, GPT-5.5 wins agents and math. See the benchmark splits, hidden token costs, and the routing strategy smart teams use in 2026.

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Reversing enterprise security costs with AI vulnerability discovery

ai, AI (Artificial Intelligence), AI and Us, AI Business Strategy, AI in Action, AI Market Trends, anthropic, Artificial Intelligence, claude, Cybersecurity AI, Data Engineering & MLOps, Deep Dives, Features, firefox, frontier models, governance, Governance, Regulation & Policy, How It Works, Human-AI Relationships, Infrastructure & Hardware, Inside AI, Manufacturing & Engineering AI, Mozilla, Mythos, Natural Language Processing (NLP), Open-Source & Democratised AI, Security, threat detection, World of Work

Automated AI vulnerability discovery is reversing the enterprise security costs that traditionally favour attackers. Bringing exploits to zero was once viewed as an unrealistic goal. The prevailing operational doctrine aimed to make attacks so expensive that only adversaries with functionally unlimited budgets could afford them, thereby disincentivising casual use. However, the recent evaluation by the

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