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OpenAI's GPT-5.6 cuts token use with new code-writing tool orchestration

OpenAI has released GPT-5.6, a new family of models including Sol, Terra, and Luna, which significantly improves efficiency by writing code to orchestrate tool calls instead of invoking them one by one. This change, observed by a launch customer, resulted in a 63.5% reduction in token usage for the same agent tasks. This advancement in Programmatic Tool Calling, though overshadowed by benchmark and pricing news, addresses a major inefficiency in how AI agents interact with tools, potentially making complex AI operations more accessible. AI

IMPACT Reduces token consumption in AI agents by enabling code-based tool orchestration, potentially lowering operational costs and improving efficiency.

RANK_REASON Frontier-lab model release with new orchestration feature. [lever_c_demoted from frontier_release: ic=1 ai=1.0]

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AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

OpenAI's GPT-5.6 cuts token use with new code-writing tool orchestration

COVERAGE [1]

  1. Towards AI TIER_1 English(EN) · Chew Loong Nian - AI ENGINEER ·

    GPT-5.6 Stopped Calling Tools One at a Time — It Writes Code Now, and Cut Tokens 63.5%

    <div class="medium-feed-item"><p class="medium-feed-snippet">One of OpenAI&#x2019;s launch customers ran the exact same agent on the exact same tools and burned 63.5% fewer tokens. The only thing that&#x2026;</p><p class="medium-feed-link"><a href="https://pub.towardsai.net/gpt-5…