Claude news January 2026
2 updates from Claude and Anthropic in January 2026, from product launches to research papers, each with a short satori. note on what it means for a European business.
Designing AI-resistant technical evaluations
Anthropic redesigned its take-home test three times as Claude improved, so that interviews still say something about human ability.
Tech companies need to rethink their coding interviews, because this is no longer theory. AI handles take-homes, so the real question is what we are testing now.
Demystifying evals for AI agents
Evaluating agents requires a combination of code graders, model graders and human review, for both results and interaction quality.
Evaluating agents is where we get stuck with many clients. This is a good base map. Save the link for the next proof of concept.
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