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Applied AI·September 1, 2026·1 min read

Anthropic Says New Fable 5.1 AI Model Is Cheaper, Better at Coding

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Anthropic cutting Fable’s cost while boosting coding and science performance tightens the price-performance race at the high end. If you’re standardizing on a single vendor, re-run your TCO and latency assumptions — switching costs are dropping as models converge on similar capabilities.

Applied AI

Closing an Azure OpenAI assistant's retrieval gap didn't take a new identity platform. It took one filter and a narrower assistant.

An Azure OpenAI agent that passed every eval yet leaked files a user couldn’t open — fixed by a single filter and narrower scope — is a reminder that most “AI security” failures are product decisions, not model flaws. Before buying new identity stacks, teams should tighten assistant roles, retrieval filters, and access checks in their existing pipelines.