Techyon

Thelio Mira AI Linux Workstation: 192 GB GPU Memory

System76 has introduced the Thelio Mira AI, a specialized Linux workstation designed to facilitate local AI development, including model fine-tuning, training, and inference. The hardware is engineered for high-performan…

→ View original source

T1: Terminal Agent Reinforcement Learning for Long-Horizon Tasks

Researchers have introduced T1, a 122B parameter Mixture-of-Experts (MoE) model specifically designed for long-horizon terminal tasks such as coding. The model operates within a cloud-based sandbox shell, capable of exec…

→ View original source

DRG-MAPPO: Hierarchical Dynamic Role-Graph Multi-Agent Reinforcement Learning for Cooperative Air Combat

To address the challenges of tactical coordination and ambiguous task allocation in complex air combat simulations, researchers have introduced DRG-MAPPO, a Hierarchical Dynamic Role-Graph Multi-Agent Proximal Policy Opt…

→ View original source

X-AuT: Progressive Audio-Encoder Compression for Speech LLMs with Cross-Scale Distillation

Researchers have introduced X-AuT, a progressive compression framework designed to reduce the depth of audio encoders in speech large language models (LLMs) without compromising decoder-side embedding stability. To mitig…

→ View original source

Negative Self-Distillation: Learning to Reason by Avoiding Flaws

To mitigate the performance degradation caused by On-Policy Self-Distillation (OPSD) in complex reasoning tasks, researchers have introduced Negative Self-Distillation (NSD), a novel optimization framework. While OPSD of…

→ View original source

ANOTHER researcher accuses OpenAI of training on conversations and then claiming a breakthrough

A researcher has accused OpenAI of training its models on conversational data and then

→ View original source

In 6 months or less, when DeepSeek or Alibaba releases a <100B looped MoE model with <30B n-gram that matches GPT6-Astra and Fable 5.1, what then?

With all the different optimizations and firepowers we've seen from open weights so far. What then? China only steals/distill from OpenAI and Anthropic? Well, clearly there's something wrong

→ View original source

Anthropic Built an Economic Model Projecting AI Pushes US GDP to $44 Trillion — While Significantly…

Anthropic has developed an economic scenario explorer that projects the US GDP to reach $44.4 trillion by 2030 under a high-growth AI adoption scenario. The model explores various economic impacts of advanced AI, though …

→ View original source

Huggingface security txt after the OpenAI incident

A Reddit post on r/singularity discusses Hugging Face's security.txt implementation following an OpenAI security incident. The community thread examines the platform's response to the event. <a href="https://www.reddit.c…

→ View original source

Solving the 30-Year Memory Paradox: Why Mamba Forgets, and How Lie-Group SO(2) Unitary Rotation Unlocks Lossless State Spaces (QU-SSM)

For over thirty years, recurrent sequence modeling has been haunted by an unsolved mathematical paradox. Ever since Hochreiter (1991) and Bengio (1994) formulated the vanishing and exploding grad

→ View original source

Tell HN: OpenAI keeps re-enabling the 'allow training' setting

(No description available)

→ View original source

AI Voice Agent DTMF Not Working: Why Digits Miss

A keypress can reach an IVR three ways: as in-band audio tones mixed into the call, as RFC 4733 telephone-event packets carried beside the audio, or as SIP INFO messages. Twilio's help centre states t

→ View original source