Pai 的 AI 雷达

创作成片

今天:Can Frontier Models,实测即梦短剧工作室(创作工作流)。并行还有 [AINews] Gemini 4、Pika 基于MiniMax H3后训练并开源、Building Reasoning Models。

日期
2026/10/30
今日条目
96
当前类目
11
#01

Can Frontier Models See Past a Decoy? Elorian Tests Visual Reasoning

This month Elorian launched its first visual reasoning model , Glimpse . It’s being promoted as “a new category of visual thinking model: a system that reasons about the physical world from what it sees.” View post on X ↗ So how does Glimpse compare to both frontier models and wo

推荐理由这款由Elorian推出的新型视觉思维与推理模型Glimpse,能直接根据所看到的图像画面对物理世界展开深入推理与分析,用于从视觉输入中理解现实环境并推导物理规律与世界状态。
创作成片Latent Space
#02

实测即梦短剧工作室,这可能是 Seedance 2.5 最有性价比的用法

用 AI 生成一段十几秒的视频,已经不是什么难事了。 随着视频模型的进步,越来越多创作者开始尝试更复杂的内容。从最初的一条视频,到完整的短片、商业广告,再到有连续剧情和多个角色的剧集,AI 视频创作能够完成的作品也越来越丰富。 不过,当创作对象从单条视频变成一部完整作品,需要解决的问题也多了起来。 几十甚至上百个镜头,如何保证人物形象、服装和场景的一致性?修改一段剧情,能不能同步调整后面的分镜?已经生成的视频,如果只有几秒钟不满意,还需要全部重新生成吗? 过去,即梦已经提供了不少面向短片、商业广告等专业创作场景的工具。现在,即梦开始进一步探索剧集创作,正

推荐理由它能用于制作具有连续剧情和多角色的完整剧集与商业短片,不仅能在数十上百个镜头中维持人物形象、服装与场景的高度一致性,还支持在改动剧情时同步调整后续分镜,并针对视频中不满意的局部片段进行针对性修改而无需全部重新生成。
创作成片爱范儿
#03

[AINews] Gemini 4 Carbon tops leaderboards, launches for cyber defenders

It’s a good thing we published our Opus 5.5 podcast calling it the world’s best model before today’s launch. In a very pleasant surprise, Gemini announced Carbon , a newer frontier model than the 3 week old Argon , with fantastic benchmarks: Taking it to the new #1 on the Artific

推荐理由这款登顶评测榜单的前沿模型能够直接用于网络安全防护与防御场景,依托强大的基准性能对潜在威胁展开深度分析、检测系统漏洞并实时拦截各类恶意网络攻击,为数字化系统构筑高强度的安全屏障。
创作成片Latent Space
#04

Pika 基于MiniMax H3后训练并开源 Pika H3 Flex 视频生成模型

Pika Labs 在 MiniMax H3 上做后训练,推出并开源 Pika H3 Flex,采样步数从 50 步压缩到 6 步,生成时间大幅降低且质量有所提升。 🔗 阅读原文 via AIHOT · https://aihot.news/items/eq47lph0rzobf8cr950saiu8r

推荐理由Pika Labs 在 MiniMax H3 上做后训练,推出并开源 Pika H3 Flex,采样步数从 50 步压缩到 6 步,生成时间大幅降低且质量有所提升。
创作成片AIHOT feed.xml
#05

Building Reasoning Models from the Ground Up: A Full Video Course

I have written a lot about reasoning models here over the last two years on Ahead of AI, including a recent article on mechanisms to control reasoning effort levels in contemporary LLMs . Reasoning models are still as relevant as ever. In fact, almost all current-generation LLMs

推荐理由通过这套全流程视频课程,能够从零开始系统掌握当代主流大语言模型的核心推理机制,深入理解模型推理算力投入水平的调控方法与底层实现逻辑,从而亲手构建出具备深度思考与复杂逻辑推理能力的新一代大模型。
创作成片Ahead of AI
#06

[AINews] Anthropic ends Coding Interviews: "Hunger beats tenure"

Several midsize headlines today; on top of some impressive Math verification , Google Genie and Artificial Analysis and FrontierCode all shipped major version bumps of their top offerings, all of which have been AINews title stories in the past, but are mostly annual incremental

推荐理由[AINews] Anthropic ends Coding:Several midsize headlines today; on top of some impressive Math verification , Google。
创作成片Latent Space
#07

How Anthropic ships Claude with Claude: Separating the Brain from the Hands

Watch the full episode on YouTube As we learned from the Anthropic S-1 filings yesterday , the lab has some of the highest revenue and research efficiency in human history, particularly with -126% loss to 19% GAAP profit turnaround in the last year. The company credits this to th

推荐理由Claude:Watch the full episode on YouTube As we learned from the Anthropic S-1 filings。
创作成片金融Latent Space
#08

[AINews] Anthropic files for $2T IPO in 2 weeks: 1400% growth rate, 48% of revenue through cloud partners, 85% margin, $1B op profit in Q2, $134B cash in bank and $10B lifetime bur

Today is one of those days that is tougher to cover for a normally-engineer audience that isn’t used to reading most S-1’s, let alone 350 pages of one of the most unusual S-1’s of all time : Better visualized: With significant operating leverage causing the first profitable quart

推荐理由[AINews] Anthropic files for $2T IPO:Today is one of those days that is tougher to cover for a normally-engineer audience。
创作成片金融Latent Space
#09

[AINews] Kimi 3.1 Pro 104BA-2.8T: Fable-5.1-Class Open Weights narrows Closed-AI lead to 1 month... and Pro Highspeed API with 2-3× speed

2 months ago we covered Z.ai CEO Prof Jie Tang’s prediction that we’d get a Fable-class open weights model by year end . 2 weeks ago Meta achieved a Fable-class model in closed source , but, with 2.5 months left to go, we finally got it - a 2.8T open weights model beating Fable 5

推荐理由[AINews] Kimi 3.1 Pro 104BA-2.8T:2 months ago we covered Z。
创作成片Latent Space
#10

AI Is Getting Good at Math. Here’s Why.

In May, an internal model at OpenAI found a counterexample to Erdős's unit distance conjecture . Open since 1946. Many experts had tried to prove it. OpenAI found a counterexample instead. A month later, OpenAI published a proof of the Cycle Double Cover (CDC) problem , then solu

推荐理由AI Is Getting Good at Math. Here’s Why.:In May, an internal model at OpenAI found a counterexample to Erdős's unit distance。
创作成片Latent Space