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Every published item, in order · 65 items
Nov 6
ModelsBuildersMulti-sourceSelected71°11:18
Tencent Hunyuan Hy4 Official Release Adds Vision and Computer Use

The upgrade comes from post-training and perception rather than scale, which means the same 770B base now handles screenshots, charts and full desktop workflows — a shift that matters more for agent builders than raw leaderboard chasers. Missing third-party evaluations mean teams should run their own tests before switching, and the free quota until 15 Nov 2026 makes a hands-on comparison against DeepSeek or Qwen low-cost to attempt.

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掘金本周最热@码事漫谈11 sourcesSource
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Oct 29
ModelsUS vs ChinaSelected01:09
DeepSeek V4.1 Flash tops FrontierCode 2.0 among open-weight models

The v5 rebuild shifts the open-vs-closed frontier gap from 3 points under v4.3 to 12 points, meaning prior open-weight scores may have been inflated by public-question contamination. Practitioners choosing models for real coding work should look at FrontierCode 2.0's merge-based scoring, which measures restraint, style fit and regression risk rather than passable code. Kimi K3.1 Pro nominally leads open-weight models at 46 overall, but its weights only ship by 4 Nov 2026.

IT之家Source
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Sep 26
ModelsUS vs ChinaMulti-sourceSelected73°18:21
OpenAI GPT-6 Astra Tops Epoch AI Furniture Assembly Benchmark at 80%

FAB measures whether models can combine images with instruction manuals, a skill that transfers to appliance repair and equipment inspection rather than simple document recall. Engineers building visual inspection or step-by-step guidance tools can use the 80% vs 28% gap as a marker of how quickly multimodal spatial reasoning has matured. Chinese models Alibaba Qwen and Google Gemini were also noted for characteristic error patterns in the study.

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IT之家11 sourcesSource
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Sep 17
AITOP16:09
Anthropic拟10月在新加坡设亚太第五个办事处 开...

Anthropic拟10月在新加坡设亚太第五个办事处 开放本地招聘 数据显示,按人口比例计算,新加坡的Claude.ai使用水平在121个国家中排名第二。 我们观察到,人工智能公司Anthropic计划于10月在新加坡设立其亚太地区的第五…

AITOPRead
Aug 13
Aug 7
AITOP17:04
出口结构剧变:中国卖给世界的,不再是产品而是解法

中国出口"新新三样":从打火机到爬墙机器人,世界不再只是买便宜货 我们观察到一组清晰的数据信号:中国出口的"新新三样"已经从过去的服装、家具、家电,换成机器人、AI模型和创新药物。这不是产业升级的修辞游戏,而是发生在澳大利亚和巴西的实证样…

AITOPRead
Aug 2