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Alibaba's Qwen 3.7 Max achieves 10x speedup in 35-hour autonomous optimization

By PulseAugur Editorial · [5 sources] ·

Alibaba's Qwen 3.7 Max has demonstrated remarkable autonomous capabilities by successfully completing a 35-hour optimization task on unfamiliar hardware. The model autonomously wrote, compiled, profiled, and refactored code, making 1,158 tool calls to achieve a tenfold increase in kernel execution speed. This sustained long-task performance and environmental generalization impressed developers, marking a significant step in AI's ability to handle complex, open-ended engineering challenges. AI

IMPACT Demonstrates advanced autonomous capabilities in complex engineering tasks, potentially accelerating development cycles and pushing the boundaries of AI-driven problem-solving.

RANK_REASON Frontier-lab model release with system card.

Read on Pandaily →

AI-generated summary · Google Gemini · from 5 sources. How we write summaries →

Alibaba's Qwen 3.7 Max achieves 10x speedup in 35-hour autonomous optimization

COVERAGE [5]

  1. Pandaily TIER_1 English(EN) · [email protected] (Pandaily) ·

    Alibaba's Qwen 3.7 Max Surprises Overseas Developers with 35-Hour Autonomous Task Run

    Alibaba's Qwen 3.7 Max completes a 35-hour autonomous run with 1,158 tool calls, impressing overseas developers with sustained long-task performance.

  2. Mastodon — fosstodon.org TIER_1 中文(ZH) · [email protected] ·

    🌗 Alibaba's Qwen3.7-Max Operates Autonomously on Unfamiliar Hardware for 35 Hours, Continuously Optimizing Performance ➤ From Passive Answering to Active Engineering: A New Milestone in AI Autonomous Optimization ✤ https://firethering.com/alibaba-qwen3-7-max-autonomous-agent/ Alibaba's Qwen3.7-Max recently demonstrated powerful capabilities

    🌗 阿里巴巴 Qwen3.7-Max 在陌生硬體上自主運作 35 小時，效能持續優化 ➤ 從被動回答到主動工程：AI 自主優化的新里程碑 ✤ https:// firethering.com/alibaba-qwen3- 7-max-autonomous-agent/ 阿里巴巴的 Qwen3.7-Max 近期展現了強大的自主解決問題能力。在缺乏文件與先驗知識的情況下，該模型於未知的硬體架構（T-Head ZW-M890 PPU）上成功進行了為期 35 小時的內核優化任務。模型在無人監督的狀態下，透過 1,158 次工具調用，不斷進行編寫、編譯、效能剖析與…

    LINKS firethering.com/alibaba-qwen3-7-max-auton…
  3. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Qwen3.7-Max Ran for 35 Hours on Unknown Hardware and Achieved a 10× Speedup https:// firethering.com/alibaba-qwen3- 7-max-autonomous-agent/ # HackerNews # Qwen3

    Qwen3.7-Max Ran for 35 Hours on Unknown Hardware and Achieved a 10× Speedup https:// firethering.com/alibaba-qwen3- 7-max-autonomous-agent/ # HackerNews # Qwen3 .7 # Max # Speedup # Hardware # AI # Technology

    LINKS firethering.com/alibaba-qwen3-7-max-auton…
  4. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Alibaba's Qwen 3.7 Max completed a 35-hour autonomous run with 1,158 tool calls, impressing overseas developers with sustained long-task performance. https:// p

    Alibaba's Qwen 3.7 Max completed a 35-hour autonomous run with 1,158 tool calls, impressing overseas developers with sustained long-task performance. https:// pandaily.com/alibaba-qwen-37-m ax-autonomous-task-may2026 # China # Tech # AI

    LINKS pandaily.com/alibaba-qwen-37-max-autonomo…
  5. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    Qwen3.7-Max Ran for 35 Hours on Unknown Hardware and Achieved a 10× Speedup https://firethering.com/alibaba-qwen3-7-max-autonomous-agent/ # HackerNews # Tech #

    Qwen3.7-Max Ran for 35 Hours on Unknown Hardware and Achieved a 10× Speedup https://firethering.com/alibaba-qwen3-7-max-autonomous-agent/ # HackerNews # Tech # AI

    LINKS firethering.com/alibaba-qwen3-7-max-auton…

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