Perplexity Trains Its Computer Agent on Real Mistakes With Hint-Guided Self-Distillation
Source: MarkTechPost Perplexity Research published a new post-training study. It trains a model inside Perplexity Computer on real...
Fastino Releases GLiNER2.5-Decide: A 340M Open-Weight Decision Model That Runs on CPU
Source: MarkTechPost Fastino Labs has released GLiNER2.5-Decide, a 340M-parameter open-weight decision model. It takes text and a schema...
Black Forest Labs Releases FLUX 3 Action: A 7B Open-Weights World Action Model That Tops RoboLab-120
Source: MarkTechPost Black Forest Labs (BFL), the lab behind the FLUX image models, has released FLUX 3 Action....
BottleCap AI Releases ThinkingCap-Qwen3.8-27B: 37.2% Fewer Thinking Tokens at a 0.86pp Accuracy Cost
Source: MarkTechPost BottleCap AI has released ThinkingCap-Qwen3.8-27B, the second model in its ThinkingCap series. It is a fine-tune...
Contrastive-LM Releases CLM-8B: An Open System One Model That Scores Agent Actions Up to 9× Faster Than Jev
Source: MarkTechPost Contrastive-LM has released CLM-8B, the first open model in a new class called Contrastive Language Models...
A Coding Guide to TypeSafe AI Jev: Typed Decisions, Calibrated Confidence, and Speculative Fan-Out with a System One Model
Source: MarkTechPost In this tutorial, we work with Jev, TypeSafe AI’s first System One model, which does not...
Google Releases Gemini 3.8 Flash TTS and Flash-Lite TTS With Prompt-Based Voice Design
Source: MarkTechPost Google has released Gemini 3.8 Flash TTS and Gemini 3.8 Flash-Lite TTS, 2 new text-to-speech models...
NVIDIA Releases Nemotron 3 Diarization: A 100M-Parameter Open-Weight Model That Tracks 8 Speakers in Real Time
Source: MarkTechPost NVIDIA has released Nemotron 3 Diarization, an open-weight speaker diarization model on Hugging Face. It answers...
Nokia Open-Sources AnyJev: A Training-Free Layer That Turns Any Open LLM Into a Calibrated Decision Model
Source: MarkTechPost Nokia’s applied research team has open-sourced AnyJev, a Python library that turns an open LLM into...
Kyutai Releases Voice of Reason: A Speech-Native Model that Solves Spoken Math with Reinforcement Learning
Source: MarkTechPost Kyutai has released Voice of Reason, 2 open-weight speech-to-speech models that solve math problems out loud....