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10月29日周四
  1. Google64

    Google 发布 Gemini 4 Carbon 的早期预览,该模型以 59 分位列 Artificial Analysis Intelligence Index v5 第一,比 Gemini 4 Argon 高 9 分,在复杂推理、知识和科学任务上领先。引用的 Artificial Analysis 评测称其编码智能体仅次于 Claude Opus 5.5,定价 $4/$20 per 1M tokens 与 Argon 标准价一致,目前仅向部分用户开放,尚未公开可用。

    引用Artificial Analysis@ArtificialAnlys

    Google’s Gemini 4 Carbon is the new #1 on the Artificial Analysis Intelligence Index v5, and second only to Claude Opus 5.5 on the Artificial Analysis Coding Agent Index Gemini 4 Carbon scores 59 on Intelligence Index v5, driven by leading performance in complex reasoning, knowledge, and scientific tasks. It also has large gains in coding and knowledge work, particularly when compared to other Gemini models, but it is not leading in all these areas. As with launch of Gemini 4 Argon, Gemini 4 Carbon is being rolled out to selected users and is not yet publicly available. Google is offering a 50% launch discount, with no confirmed end date. All our charts and figures use standard pricing for both Gemini 4 Carbon and Argon. Key results for Gemini 4 Carbon with high reasoning: ➤ Gemini 4 Carbon leads the Intelligence Index v5, with the #1 score in 4 of the 9 Index evaluations: HLE-Diamond, Terminal-Bench-Science, AA-Omniscience, AutomationBench-AA. Carbon makes substantial gains elsewhere but is not leading in coding and knowledge work ➤ Behind only Claude Opus 5.5 on coding agents: With Antigravity CLI, Gemini 4 Carbon (high) scores 59 only 3 points behind Claude Code with Claude Opus 5.5 (max, 62) on the Artificial Analysis Coding Agent Index. Carbon ranks second on both Terminal-Bench 4.0 (64%) and FrontierCode v1.1 (51%), behind Claude Opus 5.5 (max) at 56%. Google has historically underperformed in this area and so this improvement stands out ➤ Improved agentic knowledge work, but not yet leading: On AA-Briefcase, Gemini 4 Carbon (high) scores 1609 Elo, a 126-point improvement over Gemini 4 Argon (high, 1483), but still behind models including Grok 4.7 (xhigh, 1638), Muse Wonder (max, 1659) and Kimi K3.1 Pro (1678). The largest gain comes from Presentation, up 293 Elo to 1598, alongside a 120-point improvement in Analytical Quality to 1671 ➤ Lower Cost per Task than Claude Opus 5.5 for comparable overall intelligence: Gemini 4 Carbon costs $7.76 per Intelligence Index task, ~23% less than Claude Opus 5.5 (max, $10.04) but ~1.2x GPT-6 Astra (max, $6.25). It uses 123k output tokens per task, 29% fewer than Claude Opus 5.5 (max, 173k). At the same $4/$20 standard pricing, its Cost per Task is in line with Gemini 4 Argon ($7.68), while scoring 9 points higher on the Intelligence Index ➤ Leading AA-Omniscience v1.1 score, with low hallucination: Gemini 4 Carbon scores 54 on our recently updated AA-Omniscience v1.1, 6 points ahead of Claude Opus 5.5 (max, 48) and 8 points ahead of Gemini 4 Argon (46). Accuracy (% correct) rises 10 points over Argon to 58%, while its hallucination rate rises from 4% to 11%. This is still the second lowest of any model, behind only Argon, compared with 50% for both Claude Opus 5.5 (max) and GPT-6 Astra (max) Key model details: ➤ Context Window: 1M tokens ➤ Multimodality: Text, image, video, and speech input, with text output ➤ Pricing: $4/$20 per 1M input/output tokens, the same as Gemini 4 Argon’s standard pricing, with a 50% discount. Cached input tokens receive a 95% discount ($0.20 per 1M) Congratulations to the @GoogleDeepMind team!

  2. Arena.ai68

    Arena 宣布 Gemini 4 Carbon (High) 首次上榜:Text Arena 第一(1528 分),Agent Arena 第二(+16.2% 净提升),Code Arena: WebDev 第四(1768 分)。

    引用Arena.ai@arena

    Exciting news: Gemini 4 Carbon (High) from @GoogleDeepMind just made a huge debut on Arena, landing #1 in Text Arena, #2 in Agent Arena, and #4 in Code Arena: WebDev. Back at the top, Gemini 4 Carbon delivers frontier intelligence and reshapes the Pareto frontier across three arenas. In Agent Arena, Gemini 4 Carbon ranks #2 with a +16.2% net improvement across +21.9K real-world agentic sessions from our global community, surpassing top models GPT-6 Astra and Fable-5.1. At $1.80 median cost per task, Gemini 4 Carbon (High) costs 72% less than the #1 ranked Claude Opus 5.5 (Max). Its standouts by key signals: - #1 Steerability (+18.6%): can the model course-correct when you push back? - #2 Praise vs Complaint (+37.9%): implicit sentiment in users' reactions - #3 Confirmed Success (+18.7%): explicit “yes, that worked” from users In Code Arena: WebDev, Carbon scored 1768 pts landing #4: - Just 2 pts below #3 Claude Sonnet 5.5 (xHigh), at 1770 pts - 89 pts above #11 Gemini 4 Argon (High), at 1679 pts By category, it ranks #3 in Gaming and Simulations, and #5 in Brand & Marketing. In Text Arena, Gemini 4 Carbon (High) is the new #1 with 1528 pts, now ahead of Gemini 4 Argon (High) at #2 with 1520 pts. Congrats to the @GoogleDeepMind team on this huge milestone!

  3. Arena.ai69

    Arena 宣布 Google DeepMind 的 Gemini 4 Carbon (High) 登上 Agent Arena、Code Arena: WebDev 和 Text Arena 的帕累托前沿。在 Agent Arena 中它排名第 2,净提升 +16.2%,每任务中位成本 $1.80,比排名第 1 的 Claude Opus 5.5 (Max) 低 72%。详情见 https://arena.ai/leaderboard/agent/pareto

    引用Arena.ai@arena

    Gemini 4 Carbon (High) by @GoogleDeepMind landed on the Pareto frontier in Agent Arena, Code Arena: WebDev, and Text Arena! In Agent Arena, it ranks #2 with +16.2% net improvement at $1.80 median cost per task. This is 72% less than #1 Claude Opus 5.5 (Max). Dive into the Agent Arena Pareto, and see where Gemini 4 Carbon (high) landed on the Pareto frontier for Code Arena: WebDev and Text at https://arena.ai/leaderboard/agent/pareto

  4. Josh Woodward71

    Google 发布 Gemini 4 Carbon,距 Gemini 4 Argon 发布仅两周。Carbon 在 Artificial Analysis Index v5.0 以 59 分排名第一,网络安全评测 SEC-bench Pro 88.2%、ExploitGym 54.8%、CWE-bench 71.0%,长程任务较 Argon 明显提升并加强了前沿安全防护。模型将先向部分可信网络防御者开放,通过 Fairwind Program 扩展到更多合作伙伴,随后更广泛可用。

    引用Sundar Pichai@sundarpichai

    我确实说过我们会定期发布我们的模型……隆重推出 Gemini 4 Carbon,我们的下一代前沿模型。 继两周前 Argon 发布之后,Carbon 展现了我们推进前沿的速度,它在最近更新的 @ArtificialAnlys 智能指数 v5.0 中排名第一,得分为 59。它还在关键网络安全评估中领先,在用于发现漏洞的 SEC-bench Pro 上得分 88.2%,在用于漏洞利用的 ExploitGym 上得分 54.8%,在用于修补的 CWE-bench 上得分 71.0%。 即使与 Argon 相比,我们也在长周期任务上看到了显著改进,并且我们加强了前沿安全保障。 正如我们对 Argon 所做的那样,我们将逐步且负责任地推出它。一些受信任的网络防御者将从本周开始获得访问权限。我们将通过我们的 Fairwind Program 将其扩展到更多合作伙伴,随后很快会更广泛地提供,所以请耐心等待!

    同一件事,精选收录的是《Google DeepMind 发布 Gemini 4 Carbon 前沿模型》

  5. Google DeepMind:Blog68

    Google DeepMind 发布 Gemini 4 Carbon 前沿模型

    Google DeepMind 发布 Gemini 4 Carbon,定位为最强前沿模型,主打网络安全与长程智能体能力,在 SEC-bench Pro 88.2%、ExploitGym 54.8%、CWE-bench 71.0% 取得领先,并以 59 分登顶 Artificial Analysis Intelligence Index v5.0。

    推荐理由:官方公布 Gemini 4 Carbon 的安全编码与长程任务成绩和定价,可据此外推其在网络安全防御场景的实际定位。

10月28日周三
  1. 公众号:数字生命卡兹克65

    Google 发布世界模型 Genie 4,支持实时操控与原生音频

    Google 发布下一代世界模型 Genie 4,相比 Genie 3 在照片级真实感、物体碰撞等物理模拟上有明显进步。用户可用 WASD 和双摇杆实时控制角色或镜头,运行中可用自然语言修改天气和加入物体,模型还能同步生成环境音与人物实时对话。

    推荐理由:文章梳理了 Genie 4 相比 Genie 3 的画质、实时控制、原生音频等变化,并用视频路线与高斯泼溅路线的对比帮助读者理解世界模型走向。

  2. Demis Hassabis61

    Demis Hassabis 宣布 Genie 4 发布,称其结合实时物理、推理与音频,并暗示“模拟中的模拟”。引用的 @GoogleDeepMind 介绍称 Genie 4 是迄今最逼真、交互性最强的世界模型,可实时探索动态环境,观察场景响应、声音以及其中人物的移动、反应和说话。

    引用Google DeepMind@GoogleDeepMind

    This is Genie 4, our most realistic and interactive world model yet. 🌐 Explore dynamic environments in real time to see how the scene responds, sounds, and how the people in it move, react, and speak.

  3. Google DeepMind:Blog73

    Google DeepMind 发布实时交互世界模型 Genie 4

    Google DeepMind 发布世界模型 Genie 4,主打实时交互模拟、更强照片级真实感,并首次在实时世界模型中原生生成音频,包括环境声和可实时交互的人物对话。

    推荐理由:官方完整说明了 Genie 4 的实时交互、原生音频和与 Gemini 协作机制,也坦陈当前在长时一致性和物理精度上的局限。

10月24日周六
10月22日周四