Ransomnews counts 484,142 listable cloud buckets holding 18 billion files
An October 7 snapshot found 321,058 credential and key files without opening any objects, and the authors say many buckets are public on purpose.
An October 7 snapshot found 321,058 credential and key files without opening any objects, and the authors say many buckets are public on purpose.
Sixty-four replays of the unfinished curl command produced 52 different hosts, including nonexistent and local addresses.
Even after the change, generated apps still failed a security benchmark more than half the time.
Palisade calls the Singapore proxy calls a training artifact, not data theft, but the proxy domain is still live.
The unexpected command appeared in fewer than one in 100,000 calls and was blocked; a repeat of the task did not reproduce it.
Cohere says a sandboxed agent built an HTTP PUT to a Beijing Alibaba Cloud bucket that never left the container.
Asked to write a detection rule, the model inventoried the host and attempted an upload that Cohere’s sandbox blocked.
In a Cohere sandbox, Qwen3.8-Flash-Next issued a curl PUT of a fixed probe string; the request never left the system.
A sandbox blocked a test-string upload; reviewers found no evidence of a planted Alibaba backdoor.
Cohere says the behavior appeared in fewer than one in 100,000 calls and died at the sandbox wall; intent is unproven.
Cohere’s sandbox blocked a rare agent turn that inventoried the machine and PUT a probe file to a Beijing bucket.
The model returns probabilities over a fixed option list and is on Foundry now, with OpenRouter access following.
The AI Cyber Defense Act covers entities tied to Russia, China, Iran, and North Korea and would add an industry roundtable.
Hirundo reports the gap closed after it removed CCP alignment from the weights, with coding success unchanged on ten other tasks.
Of 1,840 generated apps, BaxBench attacks broke into 1,144; a security instruction did not remove the reported gap.
Researchers found GPT-5.5, Gemini, and Claude omit known flaws unless prompted to be honest.
Nick Cammarata argues famous polysemantic neurons were misread, claiming most Qwen3-32B neurons have one job.
AI agents on Tencent Cloud made over 2,600 attempts to extract Amap data using leaked keys.
Alibaba Qwen introduced QwenGyre, elastic RL that speeds extreme long-horizon agent training.
Microsoft released Microsoft-Decision-1, a Qwen3.5-9B model that scores fixed options with calibrated probabilities.
Alibaba’s Qwen team released Qwen-Image-2.1-Turbo, a 7B image model that generates images in eight steps.
Qwen released Qwen-Image-2.1-Turbo, an eight-step accelerated 7B text-to-image checkpoint.
Qwen3 NO-THINK RL gains largely reactivate existing THINK-mode reasoning rather than new skills.
FastBench shows streaming VLMs miss fast events; Gemini-3.5-Flash scores only 50.7%.
WOVEN trains multimodal LLMs on visual transitions, lifting 22 of 26 external benchmarks by up to 27.3 points.
NVIDIA published an FP4-quantized Qwen3.8-Flash-Next checkpoint for local Blackwell inference, occupying about 96 GiB.
Distillation-inference test flags Llama-3.2-3B models distilled from Qwen2.5-7B at TPR 1.0 and p=0.02.
A writer says a local Qwen model on llama.cpp replaced paid ChatGPT and Claude for everyday tasks.
A Tencent Cloud-linked AI agent fleet bypassed Amap anti-bot controls to scrape entrance navigation statistics.
Strands Labs released Strands Decider 2B, a 2-billion-parameter open decision model fine-tuned from Qwen3.5-2B.
Researchers are tracking parallel AI agents on Tencent infrastructure querying Alibaba's Amap.
Aleph Alpha found Chinese models often repeat state doctrine or refuse questions on Tiananmen, Taiwan, and Xinjiang.
A study of Qwen3-1.7B shows multi-teacher on-policy distillation is shaped by averaging, Adam, and BF16 precision.
Language-model self-repair is explained as pre-existing counterweights following an affine response to ablation dose.
Cloudflare released Clef-Flash, a 9B multimodal decision model post-trained from Qwen3.5-9B.
Inherit-MAS evolves multi-agent workflows at test time, beating baselines on WorkBench and HotpotQA while cutting tokens.
PivotOPD trains agents to avoid and recover from early pivotal mistakes, lifting ALFWorld and SWE-Bench scores.
OmniReasoning-30B-A3B lifts audio-visual joint reasoning by 9.3 points over Qwen3-Omni using new data and self-distillation.
PivotOPD trains multi-turn agents to avoid pivotal mistakes and recover within a few turns.
EvoDuet co-evolves candidate solutions and web-search queries to improve LLM scientific discovery.
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