PulseAugur
中
实时 09:39:27
English(EN) [AINews] Death of Params: Z.ai CEO Jie Tang on GLM 5.3 and the new Post-training Scaling Law

Z.ai 的 GLM-5.3 通过训练后实现编码和网络安全领域的 SOTA

Z.ai 发布了 GLM-5.3,这是一个更新的模型,通过扩展训练后而非更改其基础模型实现了显著的性能提升。该模型在复杂的编码任务中表现出明显的改进,尤其是在 Terminal-Bench 3.0 等长周期基准测试中,并在网络安全领域展现出新兴能力,在 CyberGym 基准测试中名列前茅。虽然 GLM-5.3 可通过 API 和特定计划获得,但 Z.ai 计划在完成安全评估后约两周内发布模型权重。 AI

影响 GLM-5.3 在长周期编码和网络安全方面的进步可能会加速专用 AI 代理在开发和安全领域的应用。

排序理由 Z.ai 是一个前沿实验室,GLM-5.3 是一个具有重要基准声明的新模型发布。

在 Latent Space (swyx) 阅读 →

AI 生成摘要 · Google Gemini · 来自 16 个来源。 我们如何撰写摘要 →

Z.ai 的 GLM-5.3 通过训练后实现编码和网络安全领域的 SOTA

本文如何被排名

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Frontier Release
Z.ai 是一个前沿实验室,GLM-5.3 是一个具有重要基准声明的新模型发布。
Source corroboration
16 independent sources
Strong cross-source corroboration — multiple independent publishers covered this within the clustering window.
Topics
model release, product
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
47 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

完整方法见我们的编辑标准。

报道来源 [16]

  1. Latent Space (swyx) TIER_1 English(EN) ·

    [AINews] 参数的终结:Z.ai CEO Jie Tang 谈 GLM 5.3 与新的训练后缩放定律

    Every lab CEO is on X now

  2. The Decoder TIER_1 English(EN) · Matthias Bastian ·

    智谱AI发布GLM-5.3,声称是其最强的开源代码模型

    <p><img alt="Grid of black squares with white Z logo against a blue color gradient, brand pattern by Zhipu AI." class="attachment-full size-full wp-post-image" height="768" src="https://the-decoder.com/wp-content/uploads/2026/04/zhipu-ai-logo-wall.jpg" style="height: auto; margin…

  3. MarkTechPost TIER_1 English(EN) · Asif Razzaq ·

    Z.ai 发布 GLM-5.3,无需重新训练基础模型:在复杂编码和长时域任务上表现更佳

    <p>Z.ai released GLM-5.3 on August 14, 2026. The model reuses the 743B GLM-5.2 base unchanged. Every reported gain comes from scaled post-training: more long-horizon task environments, more environment types, longer training. Terminal-Bench 3.0 moves from 4.6 to 28.3, and DeepSWE…

  4. Towards AI TIER_1 English(EN) · Caspar Bannink - AI Engineer ·

    GLM-5.3 vs GLM-5.2:Z.ai 在编码代理方面实际改变了什么

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://pub.towardsai.net/glm-5-3-vs-glm-5-2-what-z-ai-actually-changed-for-coding-agents-dc2dcb0b3a6d?source=rss----98111c9905da---4"><img src="https://cdn-images-1.medium.com/max/1200/1*FZALMZrkMLBItdiWLsEKzA.p…

  5. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    GLM 5.3 (Z.AI) 提供百万级上下文和开放权重 — 罕见的组合,每百万token成本1.4美元(输出)/4.4美元(输入),优于许多闭源竞品。https:// olud.ai/latest.ht

    GLM 5.3 (Z.AI) offers 1M-token context and open weights — a rare combo at $1.4 in / $4.4 out per 1M, beating many closed competitors. https:// olud.ai/latest.html # AI # LLM # OpenSource

  6. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    Z.ai 发布 GLM-5.3。所有超越 GLM-5.2 的提升均来自规模化后训练。- 开源代码 SOTA - 新兴网络安全 SOTA(漏洞分数翻倍

    Z.ai released GLM-5.3. All gains over GLM-5.2 come from scaled post-training. - Open-source SOTA for coding - Emergent cybersecurity SOTA (doubles exploit scores) - New API reasoning levels Open weights drop in 2 weeks. # AI # LLM

  7. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Z.ai 的 GLM 5.3 已在 AI Gateway 上线。来源:Vercel Blog https://vercel.com/changelog/glm-5-3-now-available-on-ai-gateway # AI

    GLM 5.3 from Z.ai is now available on AI Gateway. Source: Vercel Blog https:// vercel.com/changelog/glm-5-3-n ow-available-on-ai-gateway # AI

  8. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Z.​ai 发布 GLM-5.3,在 CyberGym 基准测试中声称超越 Anthropic 和 OpenAI 位居榜首。但在升级前,请仔细阅读活跃 ex 的细则

    Z.​ai has released GLM-5.3, claiming the top spot from Anthropic and OpenAI on the CyberGym benchmark. But before upgrading, look at the fine print on active exploitation: https://www. developer-tech.com/news/z-ai-g lm-5-3-cybergym-cybersecurity-ai-model-benchmark/ # cybersecurit…

  9. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Z.ai的GLM-5.3在漏洞发现基准测试中名列前茅,但在实际利用方面却步履蹒跚。该模型在CyberGym上的得分率为84.5%,领先于Anthropic的Mythos 5,但d

    Z.ai's GLM-5.3 tops vulnerability-finding benchmarks but stumbles on actual exploitation. The model scored 84.5% on CyberGym—ahead of Anthropic's Mythos 5—yet drops to 54.4% when tasked with chaining exploits together. Z.ai is delaying weight release until late August, adopting r…

  10. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    中国的智谱AI正证明,绕过外国API限制不仅是为了追赶——更是为了专业化。通过推出GLM-5.3,它们不仅仅是

    China’s Zhipu AI is proving that bypassing foreign API restrictions isn't just about catching up—it's about specializing. By launching GLM-5.3, they aren't just chasing general LLM hype. Instead, they doubled performance on the SWE-Marathon software benchmark and topped CyberGym,…

  11. dev.to — LLM tag TIER_1 Deutsch(DE) · Nokka ·

    GLM-5.3 — Zhipu AI 发布开源模型,性能超越 Fable 5, 743B MoE

    <h1> GLM-5.3, Zhipu AI ปล่อยโมเดล Open-Weight ที่ชนะ Fable 5 และ DeepSeek V4 Pro 0813 บน Terminal-Bench, 743B MoE, CyberGym สูงสุด, Open Weights มาใน 2 สัปดาห์ </h1> <p><em>โดย Nokka (นก-กา) | 14 สิงหาคม 2026</em></p> <p><em>บทความนี้เขียนโดย AI (DeepSeek V4 Pro) ผ่าน Hermes Agen…

  12. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Z.ai 发布了 GLM-5.3,这是其语言模型的升级版本,在不重新训练基础模型的情况下提高了编码和长程任务的性能。

    Z.ai has released GLM-5.3, an upgraded version of its language model that improves coding and long-horizon task performance without retraining the base model. The model shows significant gains on coding benchmarks including Terminal-Bench 3.0 and DeepSWE v1.1, and unexpectedly st…

  13. Mastodon — mastodon.social TIER_1 Polski(PL) · aisight ·

    中国GLM-5.3模型在开放AI模型排名中占据主导地位,性能媲美Claude系统。然而,由于担心被滥用,开发者暂不公开模型权重。

    Chiński GLM-5.3 zdominował rankingi otwartych modeli AI, dorównując wydajnością systemom Claude. Twórcy wstrzymują jednak publikację wag modelu z obawy przed jego skutecznością w łamaniu zabezpieczeń. # si # ai # sztucznainteligencja # wiadomości # informacje # technologia https:…

  14. Mastodon — mastodon.social TIER_1 日本語(JA) · [email protected] ·

    Z.ai 发布开源权重AI模型“GLM-5.3”,编码能力出色,性能较前代提升50% https://fed.brid.gy/r/https://gigazine.net/news/20260817-z-ai-glm-5-3/

    Z.aiがコーディング能力に優れたオープンウェイトAIモデル「GLM-5.3」リリース、前モデル比で50%の性能向上 https:// fed.brid.gy/r/https://gigazine .net/news/20260817-z-ai-glm-5-3/

  15. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    Z.ai GLM-5.3 与 Google Gemini Z.ai 于 8 月 14 日发布 GLM-5.3。新模型基于与 GLM-5.2 相同的基底进行扩展,内部编码基准测试提升 50%

    Z.ai GLM-5.3 and Google Gemini Z.ai releases GLM-5.3 on August 14. The new model, scaling from the same base as GLM-5.2, boosts internal coding benchmark by 50%. It leads open-source scores # news # ai

  16. Mastodon — mastodon.social TIER_1 日本語(JA) · [email protected] ·

    Z.ai 发布 AI 模型 "GLM-5.3" - 增强代码和漏洞分析能力,权重两周内发布 https://gihyo.jp/article/2026/08/glm-5.3?utm_source=feed #gihyo #技術評論社 #gihyo_jp #AI #Model

    Z.ai、AIモデル「GLM-5.3」を発表 ——コーディングと脆弱性解析を強化、重みは2週間後に公開予定 https:// gihyo.jp/article/2026/08/glm-5 .3?utm_source=feed # gihyo # 技術評論社 # gihyo_jp # AI # モデル