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360 texts · 6/20
Open weights flood the decision-model market as OpenAI admits its reasoning was stolen

Open weights flood the decision-model market as OpenAI admits its reasoning was stolen

OpenAI said on 1 October that it shut down a campaign to extract the hidden reasoning behind its models, and that the same technique kept working for weeks on Microsoft Azure. The same day brought three new open or open-weight model releases and a fresh accusation that frontier safeguards do not travel with model weights.

AI & models1 October 20263 min readSources 15
AI Safety Moves to Hardware: Nvidia's Open Agent Safety Platform and the Evaluation Gap

AI Safety Moves to Hardware: Nvidia's Open Agent Safety Platform and the Evaluation Gap

Nvidia launched its Open Agent Safety Platform on 28 September, an open software stack plus BlueField-4 DPU hardware that can quarantine misbehaving AI agents in milliseconds, according to Tom's Hardware. The same week, Spanish researchers completed 10,000 charge-discharge cycles on an iron-lead flow battery, and a Texas A&M trial found creatine helped middle-aged adults gain muscle without exercise.

AI & models1 October 20267 min readSources 12
OpenAI claims Moonshot AI ran a distillation campaign, as open-weight rivals close the gap

OpenAI claims Moonshot AI ran a distillation campaign, as open-weight rivals close the gap

OpenAI said on 1 October that it disrupted a coordinated campaign to extract reasoning from its models, attributing a core cluster of the activity to individuals associated with China's Moonshot AI, the developer of Kimi. The company said the activity surged to 16,000 requests from more than 4,000 users over two days in late July.

AI & models1 October 20266 min readSources 7

Latest

12 texts
OpenAI cuts three safety researchers as evaluation fight moves to Canberra, Brussels and Washington

OpenAI cuts three safety researchers as evaluation fight moves to Canberra, Brussels and Washington

OpenAI has parted ways with three researchers on its safety team for allegedly sharing confidential company information with a third party AI safety organization, The Wall Street Journal reported on Thursday 1 October.

AI & models1 October 20267 min read
Small models, big claims: volunteers train Coop, Google ships a restricted Gemini 4

Small models, big claims: volunteers train Coop, Google ships a restricted Gemini 4

A 145-million-parameter model pretrained by volunteers on donated hardware went live on 30 September, the same week Google restricted its most advanced model to vetted cyber partners and Amazon open-sourced a 2B decision model.

AI & models1 October 20264 min read
OpenAI says it cut off a reasoning-theft campaign, but the same trick worked on Azure

OpenAI says it cut off a reasoning-theft campaign, but the same trick worked on Azure

OpenAI says it shut down an adversarial distillation campaign that pulled hidden reasoning out of its models, but independent researchers found the same method still worked on Microsoft Azure as late as 13 September, according to a study update published on 1 October.

AI & models1 October 20264 min read
04

OpenAI Dismisses Three Safety Researchers as Agent Security Incidents Mount

OpenAI has parted ways with three members of its safety team for allegedly sharing confidential company information with a third-party AI safety organization, the company confirmed on Thursday.

AI & models1 October 20264 min read
05

Open weights hold their lead as regulators and rivals close in

Open-weight releases kept arriving through Tuesday and into Wednesday, from a 145M-parameter model trained by volunteers to a 9B classifier built in a day, while the FTC opened its first enforcement action into rogue AI agents.

AI & models30 September 20265 min read
06

Inference costs drop as Quail and Magnitude push cheaper serving

Modal and Carnegie Mellon's Full Stack Data Lab said on 30 September that their Quail engine processed over a billion tokens per minute on a single H100 GPU, more than 10x their vLLM baseline, and priced that work at under 6 cents per billion tokens on Modal.

AI & models30 September 20264 min read
07

AI safety evaluation splits in two: firms keep it in-house, governments build their own

OpenAI told reporters on Tuesday it will not go public until it can "make confident safety decisions", while researchers gathering in New York on 30 September argued that no company should be the last word on whether a model is safe.

AI & models30 September 20266 min read
08

Enterprise AI agents get a control plane, a permission algebra and an identity layer

OpenClaw opened the code for an enterprise control plane for persistent AI agents on 30 September, the same day two separate open source projects published deterministic guardrails and an agent identity protocol. The three launches point at the same gap: agents are easy to run, hard to audit.

AI & models30 September 20266 min read
09

Open weights keep landing: a 164 MB speech model, a 145M volunteer run and China's CUDA alternative

Nvidia published Kumo Tabular, an open foundation model for tabular prediction, in a Hugging Face post dated 29 September, while Fermion Research released the 164 MB speech model Phonon-2 a day later. Both arrive as the FTC opens an industry-wide investigation into AI labs and OpenAI holds back its own IPO.

AI & models30 September 20263 min read
10

Quail Runs AI-SQL at 1B Tokens a Minute on One H100, Beating vLLM 10x

Modal and Carnegie Mellon's Full Stack Data Lab published Quail on 30 September. The inference engine plans SQL queries and schedules LLM execution together, and on a single H100 it clears one billion tokens per minute, more than 10x a vLLM baseline.

AI & models30 September 20263 min read
11

Quail and Magnitude Attack Inference Costs From Opposite Ends of the Stack

Two open source projects published on 30 September claim the same prize from different directions. Quail reports over a billion tokens processed per minute on a single H100 by planning SQL queries against the inference engine. Magnitude says it runs open models up to 2x faster than llama.cpp by compiling kernels on the user's own hardware.

AI & models30 September 20266 min read
12

Open weights go compact: Phonon-2, Kumo Tabular and a volunteer-trained model ship

Fermion Research released Phonon-2 on 30 September, an open speech recognition model that fits in a 164 MB download and averages 5.21% word error across seven English sets on the Open ASR Leaderboard. Within hours, Nvidia's Kumo Tabular and a volunteer-trained 145M-parameter language model landed alongside it.

AI & models30 September 20263 min read
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