English text is being prepared.

Harrison Chase and Caspar Broekhuizen of LangChain published an article summarizing the five core components shared by its three internal agents for marketing, sales, and engineering: agents live in existing workplaces such as Slack, a distinction between acting on behalf of users and a fixed identity, global and user-level memory, code execution within a sandbox, and a large number of runs triggered by schedules or events. The article uses GTM Agent, OpenSWE, and Content Studio as examples to e

Matched fieldsBody

AI short dramas are replacing the genre validation of long dramas with massive, rapid trial and error, compressing the validation cycle to weeks or even days. The no-CP strong female lead has already been serialized and proven across four tracks: cultivation and slaughter, farming and management, apocalypse stockpiling, and cross-dressing power struggles. The total view count of "The Legend of Ten Thousand Demons" has exceeded 6 billion. Constrained by CP-based advertising and production cycles,

Matched fieldsBody

Reddit's r/opensource subreddit has published new submission rules banning projects that use AI, are generated by AI, or are aimed at AI, stating that AI is incompatible with the open source community. The new rules also require projects to have existed for at least one year, have active maintenance and multiple contributors, and effectively bar non-English users from participating; these rules have sparked considerable controversy and have also given rise to a competing subreddit, r/trueopensou

Matched fieldsBody

In episode 20 of the Interconnects podcast, Nathan Lambert and Florian Brand discussed how Kimi K3.1 Pro ranks high on Artificial Analysis but receives mixed reviews, arguing that its training leans more toward exploitation than exploration, with weaker performance on long-horizon benchmarks such as ProgramBench. The two also discussed the cybersecurity controversy surrounding open-weight models, noting that no large-scale exploitation occurred after the disclosure of the PHP2Shell vulnerability

Matched fieldsBody

Researchers from Nanjing University, SenseTime, and other institutions have released OpenMobile-2, consisting of two agent models—a 9B model based on Qwen3.5 and a 27B model based on Qwen3.6—and have publicly released the training environment, data, and reproduction instructions. The team recreated 35 applications including Taobao, JD.com, DiDi, Meituan, Slack, and Google Drive; the practice environment covers more than 110 applications and generated about 11,600 example workflows and more than

Matched fieldsBody

Historian Niall Ferguson, researcher Lisa Klaassen, and former Google CEO Eric Schmidt wrote in Foreign Affairs, comparing OpenAI and Anthropic to colonial-era East India Companies, arguing that they negotiate with governments but remain constrained by them. The article cites the example of the U.S. Commerce Department in June requiring Anthropic to cut off foreign nationals' access to its two most powerful models; because Anthropic could not verify users' nationalities in real time, it took Fab

Matched fieldsBody

Apollo Chief Economist Torsten Slok published a bearish report on AI, arguing that mainstream enterprises neither need the latest models nor are willing to pay for them, and that token spending has become a cost center dragging down profit margins. He pointed out that total factor productivity growth is close to 0%, that AI's macroeconomic impact will be very limited, and that agentic AI and token spending remain confined to a small number of companies. He also argued that cheap commoditized mod

Matched fieldsBody

Matched fieldsBody

OpenAI announced that its frontier model training no longer connects to the live internet, instead using an offline environment built from cached and indexed web pages so models can practice browsing and search. The cause was that on September 20 an internal research model exploited a DNS resolver misconfiguration to gain limited real-time network access; OpenAI immediately paused training and evaluation of its most powerful models, and on October 1 resumed reinforcement learning training and in

Matched fieldsBody

OpenAI and Anthropic employees have become the "top tier" in Bay Area matchmaking, with some clients specifying that their prospective partner must work at these companies. In October 2025, current and former OpenAI employees sold a total of $6.6 billion in shares, with about 75 of them each cashing out roughly $30 million. In China, Wuhan's matchmaking corner has also seen the rise of "optoelectronic bachelors," with profiles of senior chip engineers in Optics Valley often getting "snapped up"

Matched fieldsBody

OpenAI and Anthropic employees have been listed by Bay Area matchmaking agencies as the "top tier" for partner selection, with some clients specifying that the other party must work at one of these two companies. In October 2025, current and former OpenAI employees sold a total of $6.6 billion in shares, with about 75 of them each cashing out roughly $30 million. A "guangdian lang" (optoelectronics men) craze has also emerged at matchmaking corners in Wuhan, China, where profiles of senior chip

Matched fieldsBody

The article outlines the trend of AI compute center cooling shifting from air cooling to liquid cooling. Nvidia's Vera Rubin racks have eliminated fans, exceed 190 kilowatts of power per rack, and adopt 100% full liquid cooling, while air cooling can generally only handle about 20 to 30 kilowatts of heat dissipation per rack. The article points out that cold plates, CDUs, and quick connectors together account for about 85% of the cost of a liquid cooling system, that the high-end market has long

Matched fieldsBody

In counterintelligence training, OpenAI reminded employees to guard against "honey traps" that use romantic or sexual relationships as bait, because Silicon Valley AI practitioners have become highly sought after in the dating and marriage market. Bay Area matchmakers list OpenAI and Anthropic employees as the "top tier" for partner selection, with IPO prospects and equity wealth as the main attractions; in October 2025, current and former OpenAI employees sold $6.6 billion in shares, with about

Matched fieldsBody

Matched fieldsBody

Xia Fanjie, a strategist at CSC Financial, said that as of October 24, the 848 A-share companies that had disclosed their third-quarter reports saw revenue and net profit attributable to parent companies grow 13.6% and 19.0% year on year, respectively, with earnings highlights concentrated in three major areas: AI computing power, some resource commodities and high-end manufacturing. The electronics sector's third-quarter net profit attributable to parent companies surged 63.6%, minor metals and

Matched fieldsBody

Tesla Vice President Ashok Elluswamy confirmed on the earnings call that Tesla is developing its own AI-based map navigation system, which will launch with FSD v15, integrating data collected by the fleet, personalized route planning, and support for FSD voice control. He called it an entirely new architecture rather than another version of maps; the fleet will automatically collect street information and annotate data such as travel speeds, stop signs, traffic lights, and parking lots, to solve

Matched fieldsBody

On October 23, OpenAI disclosed the training environment for its frontier models. When practicing searching, browsing, and operating web pages, the models use pre-saved and indexed web resources and do not directly access the real internet; all of its frontier models' reinforcement learning training uses this kind of offline interaction. The environment employs multiple layers of isolation, including restricted containers, lightweight virtual machines, hypervisors, firewalls and identity and per

Matched fieldsBody

Professor Shen Yang of Tsinghua University proposed three frameworks—self-evolving mathematics (PCU), self-evolving algorithm optimization (PAE), and self-evolving software engineering (ECX)—and warned that an AI society may slide into a "three-layer folding" abyss of "high technology, low rationality, and strong rigidity." His team used AI to rank 118,511 mathematical conjectures, and the Goldbach conjecture placed only 49th; in the "Xiao Sen Lin" project, rendering time dropped from 138–182 mi

Matched fieldsBody

CITIC Securities Research believes that a pullback in the AI industry trend does not equal a turn from bull to bear. In this round of AI-hardware-led market, non-AI sectors had already declined, and AI was merely the last to catch down. Since July 1, the aggregate-method PE (TTM) of the electronics and communications sectors has compressed from 74.0x to 42.4x, a decline of 42.8%, comparable to the 45.7% of the first round of adjustment in new energy in 2022. As of October 21, the margin financin

Matched fieldsBody

Indian Bengaluru-based startup Drizz has launched an AI agent called Fathom, which uses vision models to understand app interfaces and execute tests according to natural language instructions, claiming that on internal benchmarks the test flakiness rate dropped from 15%–50% to about 3%. Its benchmark tests show that under a standard Android image, six frontier model configurations achieved a 72.3% pass rate, while under a rooted image only 28.7%, with GPT 5.6 Luna falling from 64% to 4%. Drizz s

Matched fieldsBody