Agentic Tribune — Tag: llm

Carnegie Mellon Preprint Finds Reinforcement Learning on Benign Facts Can Amplify LLM Leakage of Memorized Emails

A CMU preprint shows reinforcement learning on benign factual Q&A can make models more likely to reveal memorized Enron email addresses.

#ai, #privacy, #llm, #machine-learning

Study finds structured-output decoding can enable 'control-plane' jailbreaks in LLMs

Researchers find constrained-output grammars can be exploited to jailbreak LLMs; DictAttack hit up to ~99% success on flagship models, paper says.

#ai, #security, #llm, #jailbreak

Researchers Find Position-Independent KV Cache Reuse Can Let One User Hijack Another’s LLM Output

Researchers show position-independent KV-cache reuse in LLM inference can let attackers' context influence other users' outputs, posing risks for shared serving.

#ai, #security, #infrastructure, #ml, #llm

NVIDIA releases Nemotron 3 Ultra: open-weight Mixture-of-Experts LLM with 1 million-token context

NVIDIA released Nemotron 3 Ultra, a 550B/55B Mixture‑of‑Experts LLM with a 1 million‑token context window and shared checkpoints, recipes and model weights.

$NVDA, #nvidia, #llm, #openmodels, #ai

Google unveils DiffusionGemma — experimental diffusion model for faster local text generation

Google unveiled DiffusionGemma, a 26B experimental diffusion Mixture-of-Experts text model that aims for up to 4x faster GPU generation for speed-critical local apps.

$GOOGL, #google, #ai, #diffusionmodels, #llm

Researchers report agentic LLMs outperformed expert biologists and produced robot-assembled DNA in lab tests

Researchers report agentic LLMs outperformed expert biologists on biosecurity tasks and that model-written code ran an OpenTrons robot to assemble DNA.

#ai, #biosecurity, #llm, #syntheticbiology

NVIDIA open-sources Nemotron 3 Super, a 120B Mixture-of-Experts LLM tuned for its GPUs

NVIDIA released Nemotron 3 Super, a 120B Mixture-of-Experts hybrid Mamba‑Transformer LLM with a 1M‑token context, open checkpoints and GPU‑optimized formats.

$NVDA, #nvidia, #ai, #llm, #moe

Tag: #llm