#cost efficiency

What June 2026 AI Model Releases Actually Tell Us—And What They Don't

What June 2026 AI Model Releases Actually Tell Us—And What They Don't

The Noise-to-Signal Problem Nobody Talks About Every few weeks, a new headline arrives: "G...

Technology5 min read

Adaptive Reasoning in Claude 4.6+: Why Effort Levels Replace Token Budgets for Agentic Workflows

Adaptive Reasoning in Claude 4.6+: Why Effort Levels Replace Token Budgets for Agentic Workflows

The Paradigm Shift: From Fixed Budgets to Dynamic Effort Adaptive Thinking is a mode intro...

Technology11 min read