woner

AI丨LLM Security丨Privacy Computing丨Representation Learning丨Nyaa~丨中英日zh,en,ja三语丨雅俗和谐

[woner @mywoner]

xswl现在已经有人讨论怎么把阿三拉到东南亚园区干活了

[CS2 @CounterStrike]

The best players in the world.
The best crowds in the world.
The best talent in the world.
The best events in the world.
The best game in the world.

Thank you all for making Counter-Strike so special.

[woner @mywoner]

美签过了，感谢签证官不杀之恩

[魔法少女まどか☆マギカ @madoka_magica]

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劇場版 魔法少女まどか☆マギカ
　 〈ワルプルギスの廻天〉

本予告　6/29（月）0:00 公開

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#まどかマギカ

[woner @mywoner]

We are falcons🖐️😫🤚We are falcons🖐️😫🤚We are falcons🖐️😫🤚We are falcons🖐️😫🤚We are falcons🖐️😫🤚We are falcons🖐️😫🤚We are falcons🖐️😫🤚We are falcons🖐️😫🤚We are falcons🖐️😫🤚We are falcons🖐️😫🤚

[woner @mywoner]

usvisascheduling换等待系统了，但怎是cloudflare

[woner @mywoner]

glm你货呢

[jietang @jietang]

We're introducing GLM-5.2, our latest flagship model for long-horizon tasks. It marks a substantial leap in long-horizon task capability over its predecessor GLM-5.1 and, for the first time, delivers that capability on a solid 1M-token context. GLM-5.2's new capabilities include:

Solid 1M Context: A solid 1M-token context that stably sustains long-horizon work
Advanced Coding with Flexible Effort: Stronger coding capabilities with multiple thinking effort levels to balance performance and latency
Improved Architecture: We propose IndexShare, which reuses the same indexer across every four sparse attention layers, reducing per-token FLOPs by 2.9× at a 1M context length. We also improve GLM-5.2’s MTP layer for speculative decoding, increasing the acceptance length by up to 20%
Pure Open: An MIT open-source license — no regional limits, technical access without borders
Supporting long-horizon tasks starts with making long context engineering-usable: the model must maintain quality across long, messy coding-agent trajectories, not just accept more tokens. A 1M context is easy to claim, but much harder to keep reliable under real engineering pressure. To this end, we substantially expanded 1M-context training for coding-agent scenarios, covering large-scale implementation, automated research, performance optimization, and complex debugging. The result is a long-context system that is not only wide in scope, but solid in execution: a practical substrate for sustained engineering work.

This capability is reflected in GLM-5.2's performance on three long-horizon coding benchmarks. FrontierSWE measures whether an agent can complete open-ended technical projects at the scale of hours to tens of hours, spanning systems optimization, large-scale code construction, and applied ML research. On this benchmark, GLM-5.2 trails Opus 4.8 by only 1%, while edging out GPT-5.5 by 1% and Opus 4.7 by 11%. On PostTrainBench, where each agent is given an H100 GPU and evaluated by how much it can improve small models through post-training, GLM-5.2 outperforms both Opus 4.7 and GPT-5.5, ranking second only to Opus 4.8. On SWE-Marathon, an ultra-long-horizon software engineering benchmark covering tasks such as building compilers, optimizing kernels, and developing production-grade services, GLM-5.2 still has room to grow, trailing Opus 4.8 by 13% while remaining second only to the Opus series. Across all three benchmarks, GLM-5.2 is the highest-ranked open-source model, showing that its 1M context has translated into practical long-horizon delivery capability.

[woner @mywoner]

Saily 的漫游信号的接入点是csl，运营商是联通，不错啊原生美国手机号

[woner @mywoner]

GLM5.2可以啊，那么问题来了，coding plan抢不到，抢到了算力不够又慢又429，第三方平台还得等

[woner @mywoner]

spacex开盘了，不急入场，等一周看看市场情绪是个什么样

[woner @mywoner]

果然换训练框架是降低成本最好的方式之一，良好的内存管理能提升不少训练速度

[woner @mywoner]

看到鸣潮联动leak了，大卫😭

[woner @mywoner]

怪了，我自己觉得写的不好的文章一年多了还有引用，新接收的文章觉得还算有用但没什么反馈..

[woner @mywoner]

I think the main barrier to using AIPC is the DRAM price, unless it becomes affordable.
#computex2026

[woner @mywoner]

codex启用hugging face插件后在没有对话的情况下就会消耗额度，能去到6%，还不少

[woner @mywoner]

奇怪，我系统是英文，但推特默认不翻译中日英，其它如韩语则会自动翻译英语

[woner @mywoner]

好险有git习惯，不然全完蛋了。"无法将磁盘“...\ext4.vhdx”附加到 WSL2: 文件或目录损坏且无法读取"

[woner @mywoner]

库洛神了

[woner @mywoner]

在抖音能听到曼波语音包，无脑短剧能听到BA小曲，一个新的时代...