今日必看

The sleep framework: A new way for LLMs to retain knowledge in continual learning

Education Innovation

Grok vs. Dot vs. Muse vs. Claude Duet: which one crushes the competition?

I have personal-agent fatigue, so I ran the first How I AI personal-agent benchmark: Grok Bot, Dot, Muse, and Claude Duet across nine real tasks, from a Slack reply and a Sentry bug to a Figma thumbnail, inbox triage, a family newspaper, physics homework for a fourth grader, shoe

AI+增长：员工提效了，企业为什么没多赚钱？｜上海鲸阙AI联合创始人 沈涛分享

Uber 实现服务网格依赖关系分析自动化

Can we trust LLMs to judge whether a research idea is novel?

为什么你总是抢不到热门演唱会门票？

📌 一句话摘要 文章基于经济学原理剖析热门演唱会门票的隐性分配规则，揭示先到先得机制如何导致黄牛横行，并探讨抽签等替代方案如何平衡公平、效率与易行性。 📝 详细摘要 文章摘编自《市场赢家》，以泰勒·斯威夫特演唱会低价策略为切入点，解释当价格机制失效时，稀缺门票如何通过隐性市场分配。详细对比了竞速（拼手速）、排队、抽签三种先到先得变体及二级市场转售的利弊，指出机器人抢票让技术优势取代公平竞争，转售市场又让金钱重新主导分配。作者主张通过不可转售抽签、自动候补名单、阶梯退票费等设计，最大程度兼顾公平、效率、易行三大原则，并提示理解规则有助于个体制定更优策略。

[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

AI is overwhelming and I’m doing it wrong

Let’s talk about this… Where do I even start? It seems like a lot of people are feeling this too. The constant barrage of new products, models, capabilities, threats, whatever is one thing. But seeing people with 20 personal agents for managing their social content or just life.

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

[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

[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

How to Migrate from Chroma Cloud to Pinecone

How to Migrate from Chroma Cloud to Pinecone

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

[AINews] Black October

If you are reading this, you’re receiving this from our new provider, Beehiiv! We are making progress on our redesign — if you have a friend that didn’t receive AINews, please find us in Spam filter and move us out to your Inbox… thank you! AINews is now free… we are building new

Reading List 10/24/26

The Great Day of His Wrath, by John Martin, via WikiArt . Welcome to the reading list, a weekly roundup of news and links related to buildings, infrastructure and industrial technology. This week we look at minimum lot sizes, Boeing’s next 737 MAX, Fervo short sellers, Figure AI’