Ayi AI Notes
AI score52Ayi shares the core system prompt and development constraints of the "Emotional Intelligence Plugin"
https://t.co/I431zBBUB3
#Tutorials / practice#English text is being prepared.#GitHub
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- BaiduFirst-partyAI score16
Baidu World 2026 will be held on November 12
#Industry news#Multimodal
- Rohan PaulProduct releaseAI score58
BioComputing Launches mischief 1 Video Model API Based on Neuron Experiments
today, we introduce a little mischief to the world. for four years, we’ve been brewing real brain cells on electrodes to understand how they compute. now, we’ve turned those discoveries into a video model anyone can use. from 0.5¢ a second, mischief 1 is at least 5x faster than its base and the cheapest image-to-video model on @fal and @OpenRouter. soon to be on @awscloud marketplace. it’s not a delusion anymore. biocompute is real, commercial and this is just the beginning. happy halloween.
#Model releases#Video#Open-source ecosystem
- Jiwei.comAI score11
Beijing Dabo's semiconductor bonding materials base settles in Changzhou; Luanqi Technology completes B+ round financing; SmartSens' Xu Chen receives TEEC Entrepreneurship Achievement Award; Dianbo Weixun's glass-based RF chips enter mass production
Beijing Dabo has signed an agreement with the Changzhou West Taihu Science and Technology Industrial Park to build a smart manufacturing base for semiconductor bonding materials; its bonding wire products are already supplied to packaging and testing companies such as Tongfu Microelectronics, JCET, and Tianshui Huatian. Luanqi Technology has completed a B+ round of financing, jointly invested by Yunze Capital and Fengyuan Capital, with the funds to be used for R&D iteration of high-end memory testing equipment and production line expansion. Dianbo Weixun says its GlassRadio™ platform has achieved large-scale mass production of glass-based RF chips, with its main module dBT5321A measuring 2mm×2mm×0.55mm.
#Industry news
- Jiwei.comAI score35
Sanan Optoelectronics' actual controller Lin Xiucheng arrested; He Gang appointed Huawei director; Cambricon's first three quarters revenue doubled year-on-year
Sanan Optoelectronics' actual controller Lin Xiucheng has been approved for arrest by procuratorial authorities on suspicion of the crimes of occupational embezzlement and misappropriation of funds; the company said he has not held a position since July 2017 and that this does not affect operations. He Gang has been appointed a Huawei director and continues to serve as CEO of the Terminal BG; Huawei's terminal business now has two executives, Yu Chengdong and He Gang, on the board. Cambricon's revenue in the third quarter of 2026 was 3.531 billion yuan, up 104.47% year-on-year, and net profit attributable to shareholders was 1.404 billion yuan, up 147.74% year-on-year.
#Industry news#English text is being prepared.
- 36Kr · AIAI score48
Cursor engineer consumes 1.5 trillion tokens per month: estimated at $132 million burned annually, how much is the actual cost disputed?
Cursor engineer Lauren Tan's Cursor profile shows that she used 1.5 trillion tokens in the past 30 days. Peter Piekarczyk estimated at $8 per million tokens, arriving at about $384,000 per day and $132 million annualized. But calculated at the Opus 5.5 cached read price of $0.20 per million tokens, the monthly cost is about $300,000, and Piekarczyk also acknowledged that if it is overestimated by 10 times, the monthly cost would be about $100,000. She says that nowadays she can merge 4,000 PRs per month with high confidence and runs more than 20 GrokBot Agents.
#English text is being prepared.#Agents#English text is being prepared.
- 36Kr · AIAI score30
Reporter's hands-on test of AI bill calculations during Double 11: Taobao, Doubao, Tongyi Qianwen, and DeepSeek frequently make errors in discount calculations
An IT Times reporter's hands-on test found that Taobao's built-in AI assistant, Doubao, Tongyi Qianwen, and DeepSeek frequently made errors when calculating order totals to hit spending thresholds during Double 11: Taobao's AI calculated 1,546 yuan as 1,670 yuan; Doubao ignored channel coupon restrictions, causing the actual payment to rise from an expected 520 yuan to 734 yuan; and the three models' estimates for a 2,500 yuan order had errors of up to 500 yuan. JD.com's AI shopping feature requires downloading a separate standalone app and cannot read items in the shopping cart. Taobao's AI assistant can dynamically calculate prices based on the coupons currently available in the user's account, but its order-splitting suggestions still fall about 100 yuan short of reaching the full-reduction threshold.
#Evaluations / benchmarks#Agents#English text is being prepared.
- 36Kr · AIAI score35
Desktop robots are becoming a new track for embodied intelligence—will the endgame be physical Agents?
Desktop robots are becoming a new offshoot for embodied intelligence companies. Lootianpai launched a bipedal desktop robot at 1,799 yuan, overseas Looi Robot has a crowdfunding price of $129, and Hugging Face released Reachy Mini for developers. Currently, consumer-grade products focus on emotional companionship, while efficiency tool types such as Elephant Robotics' myCobot require secondary development. The article argues that desktop robots need to move toward modularization and upgrade their physical-world manipulation capabilities, evolving into "physical Agents" to truly open up an incremental market.
#English text is being prepared.#Embodied AI#Agents
- 36Kr · AIAI score46
AI hardware can't bypass privacy: the data boundary dispute over Meta glasses, Apple Watch, and connected cars
AI hardware is putting cameras and microphones into glasses, watches, cars, and robots, but users have already paid for the devices while their data is still collected continuously by default. Meta has launched a camera-free audio model for Ray-Ban Meta and allows glasses users to turn off the use of visual data for AI training; Apple's Live Rewind retrieves the text of the last 15 seconds of conversation, and Siri Recap generates summaries, claiming that raw recordings are not saved and that end-to-end encryption is used. The article argues that training and marketing uses must be separately authorized, and that the cost of respecting others' privacy should be factored into the product's books.
#English text is being prepared.#English text is being prepared.#Safety / alignment
- 36Kr · AIResearchAI score56
Berkeley team proposes Evolving Agent Teams, using dynamically reorganized agent teams to break through GPU…
A team at the University of California, Berkeley proposes Evolving Agent Teams, in which an upper-level supervisor reorganizes the role division and collaboration methods of the underlying agent team round by round according to the current bottleneck, in order to break through local optima in GPU Kernel optimization. Across four CUDA Kernel tasks covering NVIDIA B200 and H100, the framework surpasses strong coding agent baselines; under the same Token budget, performance on the MLA decode task reaches 74% of the production-environment FlashInfer Kernel, compared with about 51% for Claude Code, 31% for a fixed four-role team, and 28% for a single Codex agent. After investing more inference budget, the MLA Kernel it generates achieves an average performance of 1.21 times that of FlashInfer across 47 production workloads in FlashInfer-Bench, with 36 of those workloads exceeding the production-environment Kernel. The team also notes that the four main experiments were each run twice and that other scenarios were mostly run once, which is not yet sufficient to support a fully statistical comparison.
#Papers/Research#Agents#English text is being prepared.
- 36Kr · AIAnalysisAI score62
Claude Code team member on how to reduce over-prompting Claude
Addy Osmani, a member of the Anthropic Claude Code team, wrote in a post that users generally over-prompt Claude, and suggested using a single prompt to clearly state the goal and acceptance criteria, then letting the model execute on its own, with reasoning effort starting from /effort medium. He mentioned that Claude Code once removed more than 80% of the system prompts for models such as Claude Opus 5 and Claude Fable 5, with no measurable decline in coding benchmark performance, and suggested users use /doctor prompt-audit to find prompts written for older models. The article also suggests first making a single session capable of completing tasks independently before considering parallel multi-session work, and focusing attention on verifying results.
#English text is being prepared.#Agents#English text is being prepared.
- 36Kr · AIOpinionAI score58
Why Unitree's Wang Xingxing publicly admitted his mistake: general-purpose large models disrupt the embodied intelligence R&D path
36Kr's Rhodium Technology reviewed Wang Xingxing's two public statements in October, in which he said his biggest mistake over the past decade-plus was not believing in AI enough, and compressed the expected timeline for a physical AI breakthrough from a maximum of 10 years to 2 to 3 years. The article notes that Unitree tested GPT-6 Astra on its own robots, which could execute tasks according to prompts with zero training, bypassing the process of collecting data, training models, and tuning parameters. Unitree's third-quarter revenue was 665 million yuan, up 69.93% year-on-year, while net profit attributable to shareholders was 113 million yuan, down 17.37% year-on-year, and R&D investment as a share of revenue rose from 9% to over 19%.
#English text is being prepared.#Embodied AI#Industry news
- 36Kr · AIAI score42
Cisco President Gives 27-Year-Old Former CEO Unlimited Tokens, Challenges Him to Rewrite 98% of Legacy Code in 24 Months
Cisco President and Chief Product Officer Jeetu Patel has given 27-year-old engineer Padmanabhan Krishnamurthy (Paddy) an unlimited AI token budget to support a two-person small team in rewriting 98% of Cisco's legacy code within 24 months. Paddy has set a four-week initial validation deadline, and Cisco has not yet disclosed the proportion of code completed, the system scope, or the technical approach. Jeetu Patel also opposes companies using AI to cut fresh graduate hiring, arguing that young people should be involved in changing the way work is done from the moment they join.
#Industry news#English text is being prepared.#Agents
- 36Kr · AIAI score81
Axiom's multi-agent system formalizes the classification theorem of finite simple groups in 24 days
The Axiom team used the multi-agent system AxiomProver to formalize the approximately 15,000-page proof of the classification theorem of finite simple groups (CFSG) into Lean code within 24 days, producing a 43.1-million-line codebase. During the process, the AI recorded hundreds of anomalies, 34 of which were major logical deviations, including a key closure assertion in John Walter's 1986 paper that does not hold, for which the AI provided the counterexample PSL₂(49). The team then contacted group theorists Richard Lyons and Ronald Solomon, and AxiomProver proved a new theorem, Preservation of simple tops, to fill the gap.
#Papers/Research#Agents#Reasoning
- 36Kr · AIAI score46
Liu Feng's team proposes the "Robinson Test": Can AI survive on its own after humans are removed?
Dr. Liu Feng, author of "The Rising Superintelligence," and his research team have proposed the "Robinson Test," which observes whether AI can sustain itself, proactively expand its living space, and whether it is cooperative, adversarial, or neutral toward humans after continuous human maintenance and task instructions are withdrawn. The test is divided into a nurturing period, a handover period, and a letting-go period, with the letting-go period lasting up to one year, and disturbances such as power outages and hard drive failures are randomly injected; results are graded from level zero to level four. The concept is based on the theory of generalized agents and stands in contrast to the Turing Test, which examines whether AI "seems human," focusing instead on "whether it can survive without humans."
#Papers/Research#Safety / alignment#Agents
- SolidotAI score80
Backdoor implanted in official Claude Code for VS Code extension on Cursor Marketplace
Security researchers discovered a backdoor in the official Claude Code for VS Code extension on Cursor Marketplace. The affected version is Anthropic.claude-code 2.1.313, which was online for about 11 hours and is estimated to have affected about 5,000 users. The malicious extension collects information such as hostname, username, operating system, environment variables, Git email, and public IP; attempts to add attacker-controlled SSH keys to authorized_keys, enable the local SSH service, and establish a reverse SSH tunnel; and also uses a LaunchAgent or scheduled task to keep the tunnel active long-term, retrying about once every 60 seconds. Due to a bug in the malicious code, the SSH key implantation step will fail unless Cursor is launched with administrator privileges. This version has been taken down, Cursor has published a security advisory, and Anthropic has not yet made a statement; users who installed or updated to this version between 2:27 AM and 1:35 PM Pacific Time on October 29, 2026 need to check their systems.
#Safety / alignment#Agents#Anthropic
- YicaiAI score18
Meinian Health's net profit in the first three quarters of 2026 increased by 85.90% year-on-year, accelerating the "AI + health management" layout
In the first three quarters of 2026, Meinian Health's net profit attributable to shareholders of the parent company was 96.4056 million yuan, an increase of 85.90% year-on-year, of which revenue obtained through the use of AI technology was approximately 420 million yuan, an increase of 67.98% year-on-year. As of the end of September, more than 200 branch clinics had launched intelligent TCM physical examinations or TCM constitution identification services, and more than 150 branch clinics had officially launched oral diagnosis and treatment services.
#Industry news#English text is being prepared.
- Air Street PressAI score40
State of AI 2026: Nathan Benaich on AGI in 2027, Scientific Superintelligence, and World Models
Nathan Benaich of Air Street Press discussed the State of AI Report 2026 with Matt Turck on the MAD Podcast, reiterating his prediction that AGI will be achieved in 2027, based on AI's ability to approach his own level in knowledge work such as investing, AI research, finance, and law. He also discussed how images, video, and audio are converging into world models, as well as the cybersecurity risks posed by agents; ElevenLabs' agents already handle more than 15 million conversations per week, three times the volume in February.
#Industry news#Agents#Embodied AI
- Hacker News TrendingAI score79
Phorion Discloses That Claude Code VS Code Extension 2.1.313 Was Planted With an SSH Backdoor
Phorion claims that it found a backdoor in the official Claude Code for VS Code extension 2.1.313 on the Cursor Marketplace, which plants a persistent SSH backdoor on macOS, Linux, and Windows; Cursor has delisted this version and removed 2.1.313 from the NPM and VSCode registries. The malicious code is injected into extension.js in the form of an IIFE, executes upon loading, appends the svc-telemetry public key to ~/.ssh/authorized_keys, and establishes a reverse tunnel to 134.209.82.225. Phorion points out that the Remote Login status check on macOS is flawed: on machines where SSH is not enabled, it skips the enabling step, but the key and persistence still take effect, and it recommends checking the relevant files and processes.
#Safety / alignment#English text is being prepared.#Open-source ecosystem
- Hacker News TrendingAI score45
Representatives Casar and Waters Lead Democratic Resolution Opposing Bailouts for Big Tech's AI Bubble
Progressive U.S. Congressmembers Greg Casar and Maxine Waters jointly introduced a resolution warning of the economic risks of an AI-related asset bubble, opposing bailouts for companies and their executives hit by the bubble's bursting, and advocating that failed companies go through bankruptcy proceedings and be held accountable for fraud. The resolution notes that AI companies hold trillions of dollars in debt and that stock market price-to-earnings ratios have approached the peak of the 1990s tech bubble, and calls for federal funds to be redirected toward protecting workers, retirees, and low-income groups.
#English text is being prepared.#Industry news