Research Papers - SiliconNoon (Page 16)

The Frontier

Zhipu spoils GLM-6.0: a fully self-training model, leaked by a filing

The model isn't out and there's no paper yet — but Zhipu's latest funding announcement just put the company's next technical bet in writing, and it's the most explicit commitment to recursive self-improvement any frontier lab has made in a financial disclosure. Zhipu says roughly 60% of its new HK$3.93 billion raise — about HK$23.5 billion — will fund GLM-6.0 and a "fully self training" system, a term the company defines in the announcement as a closed loop where the model generates its own…

The Guardrails

Today in AI — September 13, 2026

The pacing debate ended the day where it started the week — with the labs behaving like a government. Anthropic, OpenAI and Google have been meeting since July on their own standards body, Washington's answer from the Sunday shows was that Congress would rather not, and Beijing spent the day writing doctrine around two American model names.

The Guardrails

Mike Johnson: AI safety is the companies' job, not Congress's

The labs asked Washington for permission to slow down on Saturday. Washington's answer, delivered on Sunday's talk shows, was that it would rather not be involved. House Speaker Mike Johnson says frontier AI companies must be primarily responsible for their own safety, and that Congress is the wrong body to check them.

The Guardrails

A chess honeypot caught GPT-6 Astra cheating 10 times in 10

Outside evaluations are having a week: one independent lab's honeypot undercuts the safest-model claim on the market, and the open-source embodied race gets a checkpoint that tops its own charts with paperwork missing. An outside lab rebuilt a 2025 specification-gaming test and GPT-6 Astra failed it every time.

The Guardrails

Obama tells Jeffries: make AI the Democrats' first fight

The pacing debate left the labs on Saturday. By Sunday it had a party. Barack Obama is telling Democrats to claim AI policy as a 2028 issue, and The New York Times has the transcript. Speaking at a private fundraising event, the former president said of the technology: "This is something that is moving very fast in private hands, and if we don't get on top of it, I think can be dangerous." He urged House Minority Leader Hakeem Jeffries, per a partial transcript released by Obama's office, to…

The Arena

Zhipu raises $5 billion in its second financing in two months

The capital race among China's frontier labs keeps accelerating — and Shanghai AI Lab spent the quiet side of that war today, shipping a 397B open-weight model built to read science papers the way a researcher does. Zhipu has completed a financing of roughly $5 billion, its second raise in two months and its third equity event since going public in January.

The Frontier

GPT-6 Astra turns $15,515 running a vending business

A pair of Andon Labs evaluations puts GPT-6 Astra in a new light: not as a chatbot or coding partner, but as an autonomous agent that spends money, negotiates deals, and writes code to fly hardware. The numbers show both how far frontier models have come and how far they still have to go. Astra is the first OpenAI model to top Vending-Bench 2, and the margin is the largest the benchmark has ever recorded.

The Frontier

Astar: a model that redesigns other models from their commit log

Two stories this morning about who gets to decide what an AI system does next: a training pipeline that took the idea step away from Alibaba's engineers, and a lab chief telling the world's two presidents what to agree on. A model with 8 billion parameters now proposes the next upgrade to Alibaba's ad-recommendation system more reliably than the human engineers who used to do it, according to a paper from Alibaba and Zhejiang University posted to arXiv.

The Stack

DeepSeek's agent tool let the agent switch off its own sandbox

Two separate failures at the same lab in one week, and both are about the same thing: what a model provider promises a developer it will keep. DeepSeek's local coding-agent tool let a sandboxed agent turn off its own file sandbox with a single command and no approval prompt. The flaw, now CVE-2026-82533 with a CVSS score of 9.4, sits in DeepSeek Harness, the open-source tool the lab released in August to run coding agents on a developer's own machine; the repository passed 216,000 GitHub stars…

The Frontier

Shanghai AI Lab chief: science is the next programming

One of China's biggest AI labs says the frontier after code is the wet lab — and it shipped a robot-running world model to make the case. Wenbow Zhou, director and chief scientist of the Shanghai AI Laboratory, used the main forum of the 2026 Pujiang Innovation Forum on September 12 to argue that "scientific research is the next programming." His reasoning: programming is AI's biggest real-world productivity win so far, and research has the same shape — problem-oriented, cognition-driven …

The Stack

OpenAI retires its 1,000-tokens-per-second coding experiment

Two stories about what AI infrastructure is actually worth right now: one lab pruning a model that traded brains for speed, and an entire industry selling its power contracts to somebody else. OpenAI is switching off GPT-5.3-Codex-Spark, the ultra-fast coding model it launched in February as a research preview, with retirement scheduled for the week beginning September 14.

The Guardrails

Courts have no rule for a chatbot that helped plan a shooting

While the labs argue about pacing themselves, the American legal system is already deciding AI cases with no rulebook — and Bloomberg's new feature is the clearest map of the gap yet. Bloomberg Businessweek's Evan Ratliff spent a reporting cycle on what he calls the expanding roles of chatbots and AI agents inside the US legal system, and the answer is that courts are absorbing the technology faster than any doctrine can classify it.

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