Story
Fixed three bugs that made Qwen3.5-122B a daily driver on Mac Studio
1 report
1 website
1 discussion
Latest report
Overview
A follow-up question on a 50,000 token conversation with an AI can take three to five minutes before the first token is generated. A three-week effort was dedicated to debugging a cache leak in order to optimize performance on the Mac Studio.
Summary from mrzk.io.
Reports
One report so far. Additional coverage will appear here when it is linked to this story.
Community reactions
Each reaction summarizes sampled comments from the linked discussion.
Hacker News · mrzk.io
Hacker News discussion ↗
Historical count: 5 · 5 saved in sample · Historical sample
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Based on 5 sampled comments from this thread. Analyzed 2026-07-12.
- Praise: The detail in the post is appreciated, showcasing a useful addition to the AI space that encourages deeper exploration of model capabilities.
- Praise: Impressive debugging skills are on display, and the benchmarks provided are a valuable resource for understanding model performance.
- Concern: There's a concerning over-reliance on LLMs for content generation, leading to repetitive phrasing that detracts from the writing's authenticity.
- Concern: The unique message ID bug breaking the KV cache feels predictable, raising doubts about the model's robustness in handling such changes.