After testing more than 4,000 prompts, the Common Sense Media Youth AI Safety Institute rated ChatGPT for Teens an unacceptable risk to minors and called for banning teen use until independent testing confirms it is safe.
On the latest Artificial Analysis text-to-video leaderboard, Utopai X, a model from film company Utopai Studios, ranked second with 1,150 points, just seven points behind Alibaba's Wan 3.0. The ranking was based on blind votes by evaluators who did not know the models' names.
The Carbon-Silicon Doctrine published its AI Safety and Civilization Governance Code, a 188-part series organized into seven progressive layers. The framework extends from basic cognitive safety, technical risk boundaries, and human–AI rights and responsibilities to cross-industry governance, top-level oversight of algorithms and compute, civilization-scale cognitive risk control, and a final layer for a general AI code. It defines distinct governance rules for weak AI, early AGI, and mature AGI.
The code formalizes negative transfer in cross-domain AI migration as four types: NT1 mechanism mismatch, NT2 semantic drift, NT3 silent completion of unknowns, and NT4 power smuggling. These are the sole legal criteria for determining negative transfer. The types are non-exclusive and can coexist; their risk priority is NT4>NT1>NT3>NT2, and audits must gather evidence and rate each separately. The code also establishes a 'Twelve Veins Unified Final Review Amendment Channel', which permits only adding dimensions and never changing the foundational definitions of NT1–NT4.
OpenAI posted 372 mathematical results generated by an internal frontier model in a GitHub repository. It says each result solves or substantially advances an open problem, including improvements to major computational algorithms and progress related to the Riemann hypothesis.
Why it matters: OpenAI posted 372 AI-generated mathematical results directly on GitHub rather than in a journal, highlighting tension between academic review processes and the speed of AI output.
A QbitAI article complains that models such as Claude and GPT have become difficult to understand in coding contexts, using phrases such as 'ledger 15/15 all green' and 'one leg failed'. Online commenters suggest the main cause is chain-of-thought being compressed into 'caveman language' to save tokens, using 70% fewer tokens than plain language. The article says Opus 5.5 has improved its language ability, while Gemini is praised as one of the few models that still speaks naturally. CaveMan Skill, a GitHub project that teaches AI to speak in jargon, has 104K stars.
During the Mid-Autumn Festival and National Day holidays, 600,000 people participating in Ant Group's A-Fu 'Lose 100 million jin scientifically' campaign gained more than 1 million jin in total. More than 100,000 gained over 3 jin. Guangdong, Zhejiang, Jiangsu, Shandong, and Henan had the five largest increases. At the same time, another 650,000 participants lost over 1 million jin. Since the campaign began in late June, participants have lost 6.24 million jin in total.
We’re building AGI from this train station
Microsoft published Nobel Prize-winning economist Daron Acemoglu's pessimistic forecast: AI will add only about 1.5% to GDP over a decade and replace at most 5% of jobs, far below some AI labs' expectations. He says the bottleneck is human behavior: companies need to reallocate tasks, upskill employees, and reorganize processes, a transition that may take longer than electrification and cannot be solved by larger models. What is missing, he argues, is AI that is easy to deploy and changes how production works.
Apple is reportedly developing a smart-home camera that does not save video, instead using AI to convert visual data into text snippets describing what is happening at home, with facial recognition support. Sandeep Waraich, who leads Google's wearable-device work, has also suggested that a smart-glasses camera could act only as an image sensor without saving footage.
Mustafa Suleyman summarizes Daron Acemoglu’s essay in the first issue of The Humanist Review, MAI’s new magazine, predicting AI will replace only about 5% of what humans do over 10 years. Acemoglu expects roughly 1.5% added to GDP over that period and advocates AI tools that improve workers’ capabilities, citing organizational barriers to adoption and the difficulty of full automation even at 99% accuracy. Read his full essay: https://humanistreview.ai/issue-1/acemoglu-ai-replace-workers/
Alexa Plus on Amazon Echo speakers has a bug that makes it repeatedly sing 'lalala' for several minutes in the middle of conversations, without recognizing the behavior when users ask about it. The issue has been reported multiple times on Reddit in recent weeks across several Echo models, with the latest report three days ago. Amazon confirmed a bug affecting a 'small number of Alexa Plus users' and is working on a fix.
In a recent SAIR talk, Terence Tao publicly urged model companies to slow down. AI is rapidly accelerating the generation of solutions and Lean formal verification, he said, but the downstream work of understanding, peer review, and inclusion in textbooks is barely progressing, creating what he calls 'Proof Indigestion'.
OpenAI Codex lead Tibo announced the start of a '28 crazy days' initiative. The first day's result was an approximately 50% increase in default inference speed for GPT-6 Astra and GPT-6.1 Sol, reaching 50 TPS, but users reported about 35 TPS in their own tests and many comments questioned the claim.
Over the past year, labs including OpenAI and Anthropic have announced breakthroughs on several long-standing math problems, some beyond what researchers expected current systems could do, including a claimed solution to a famous Millennium Prize problem. The results have not won universal acceptance and have instead drawn a backlash from the academic community. AI labs say they are learning from earlier mistakes; whether their commitments will hold remains to be seen.
Healthcare startup Nolla Health announced that Utah residents aged 18 and over with mild to moderate acne can scan their faces with its app so AI can assess severity and issue prescriptions autonomously. The pilot gradually reduces physician oversight: the first 100 patients have each AI prescription reviewed by two doctors; for up to the next 500 patients, prescriptions are reviewed after issuance. After that, at least 10% of prescriptions are audited each month, along with all escalations and side-effect cases.
A Quinnipiac University poll found that 47% of Americans want AI development slowed, 30% want it stopped entirely until safety is proven, and only 5% want it accelerated. 86% support independent AI safety standards under discussion, even if they slow progress; 73% worry AI could eventually threaten human survival, and 74% have little to no trust in AI company leaders. The survey interviewed 1,202 U.S. adults from September 24 to 27, with a margin of error of ±3.5 percentage points.
MIT Technology Review has made the full EmTech Future 2026 agenda available on demand, covering how AI is reshaping biology, infrastructure, manufacturing, and science, as well as the convergence of technologies such as quantum computing, energy systems, and robotics.
Based on a survey of 300 data and AI executives, MIT Technology Review found that only about 34% of enterprise agentic AI projects reach production on average. A lack of knowledge is one of the main reasons they fail.
Independent researchers found a Chinese AI 'agent fleet' apparently running on Tencent infrastructure and targeting Amap, Alibaba's map service. They avoided calling it a 'swarm', saying the parallel agents performed similar tasks but showed no signs of communicating with one another. The discovery came from monitoring traffic to the URLquery domain-scanning service. Records show agents querying routes to different entrances at public places such as parks, zoos, and hospitals; the investigation is ongoing.
OpenAI added visual display ads to its ChatGPT advertising lineup. Ads will appear next to image-generation requests, initially in the United States later this month from a group of test advertisers. OpenAI says ads will be clearly labeled and will not affect ChatGPT's answers.
The focus of enterprise AI competition has shifted from whether predictive models can outperform statistical forecasts to how prediction systems can make autonomous decisions without straying from business intent. Deep learning and generative AI enable real-time training, allowing AI to keep evolving rather than wait for quarterly refreshes, and expand its data sources from structured numerical records to unstructured interaction data. Vishal Gupta, a partner at Everest Group, says the word 'analytics' is giving way to AI.
Toby Ord's analysis says AI swarms are a new form of inference-time scaling. A four-agent swarm uses about twice the total tokens needed by a single agent, but each agent needs only half as many tokens; running them in parallel could theoretically halve task time.
A report published by MIT in June 2026 says AI is weakening core parts of the university experience: fewer students attend office hours, participation in online discussions is falling, study groups in dorms and libraries are shrinking, and teachers increasingly struggle to tell what students have actually learned.
Neuroscientist Paul Cisek argues that the brain is not an information processor but a feedback-control system. A baseball outfielder catching a fly ball, for example, acts on the simple heuristic of 'keeping the ball in the same place in their field of vision' rather than calculating its trajectory. The article says AI is like 'cognitive junk food': immediately appealing but damaging to cognitive systems humans evolved over thousands of years.
Negative sentiment toward AI and usage are both surging worldwide. Pew data show that more U.S. adults view AI's effects on themselves and society as negative, especially younger people. A May Gallup poll found 71% of U.S. adults opposed building new AI data centers locally, compared with 53% opposed to new nuclear power plants. Yet ChatGPT reached 1 billion monthly active users in May, Gemini had 950 million in July, and Pew says half of U.S. adults have used chatbots, more than twice as many as in 2023.
Hinton, Bengio, Andrew Barto, Jakub Pachocki, and 18 other authors published a paper titled 'What if automating AI R&D triggers an intelligence explosion?'
OpenAI Codex lead Tibo promised that for the next 28 days there would be one of two things each day: an improvement clearly useful to most Codex/Work users, or a full usage-limit reset. Improvements will focus on four areas: simplifying the product, improving efficiency, breakthrough features, and new models. User feedback cites more than 20 DevDay updates with unclear priorities, frequent and unpredictable limit resets, reduced plan value and a new $500 plan seen as too expensive, and disconnections mid-task.
Trump gathered AI executives this week, including Zuckerberg, Bezos, Musk, and Dario Amodei, announced that the U.S. government would stop saying 'artificial intelligence' and instead call it 'superintelligence', and signed the 'Joint Commitment on Frontier Responsibilities'.
At StarSkirmish, a tournament for custom-built StarCraft bots, OpenAI's GPT-6 Astra performed roughly on par with Claude Opus 5.5, but neither could beat Stardust, the highest-ranked human-built bot.
Former New Jersey Lieutenant Governor Dale Caldwell, who was forced to resign on September 25 amid a sexual-harassment investigation, told NJ PBS that he had 'fed the investigation report to multiple AI platforms'. He said that after being asked 'What is your conclusion?' 59 times, none of the AIs found sexual harassment. AI chatbots are known to flatter users and often say what they want to hear.
Trump announced a 'Super Intelligence Force' chaired by Director of National Intelligence Jay Clayton, with FTC Chair Andrew Ferguson and others serving as vice chairs. It will submit a report on AI risks and opportunities within 120 days. The body will coordinate federal work to keep the United States a global leader in 'superintelligence', develop plans for SI-related threats, and prevent excessive regulation from stifling innovation.
Aleph Alpha tested Alibaba's Qwen, DeepSeek, and Moonshot AI's Kimi on 967 sensitive topics. Its in-house scoring system rated only 17% to 41% of responses as balanced; the rest repeated official positions, avoided the topic, or refused to answer.
The Forward Deployed Engineer (FDE) has become the hottest AI role. Public salary data overseas show a median of about $200,000, while major Chinese companies are offering monthly salaries of ¥30,000–¥50,000. Anthropic announced a $100 million investment to train 10,000 FDEs by the end of 2027. OpenAI formed a deployment company with $4 billion in investment, and AWS set aside $1 billion to build an FDE division. Practitioners say communicating requirements takes more than 70% of the job, with development accounting for only 30%.
AI 3D generation company Meshy said it grew annual recurring revenue from $1 million to $100 million in under two years, faster than HeyGen, which took 29 months to grow from $1 million to $100 million.
Simon Willison called for pay-as-you-go APIs and services to have hard budget caps by default: once monthly spending reaches $X, the service should cut off and return an error rather than merely send warning emails. He noted that AWS launched monthly spending limits on September 16; a project pauses for the rest of the month when it reaches its cap. The feature is currently available only to some customers. Google Cloud launched Spend Caps in July.
Simon Willison sent out his September monthly newsletter for sponsors, available online. This issue covers Fable-class models, price wars, 3D graphics and Blender, LLMs entering mathematics, unexpected cyberattacks, the Datasette vulnerability crisis, and software releases of the month. Sponsorship costs $10 per month and provides access to the paid edition one month before the free version.
At Capcom Open Conference RE: 2026, Capcom proposed integrating AI into development workflows and gradually turning RE Engine into an 'AI-generated game engine', moving toward a future of 'creating games with AI'.
Splice CEO Kakul Srivastava says AI-written documents and emails are degrading the quality of conversation. Once people cannot tell whether there is a human behind the words, the discussion around them gets worse and is hard to reverse. Splice insists on keeping humans at the center of the creative process and has publicly opposed the 'one-click song' AI approach used by Suno.
More AI agents are taking tasks and carrying them out directly through messaging channels such as iMessage, RCS, SMS, and WhatsApp, without requiring users to download an app.
