Implementing a MiniMax-H3 Multimodal Video and Audio Generation Pipeline with ComfyUI APIs
class H3Graph: def __init__(self, schema, unet, te, lora=None): self.s, self.g, self._id = schema, {}, 0 self.unet, self.te, self.lora = unet,...
AI News
How AI is changing the vulnerability response timeline
Artificial intelligence is giving security researchers new ways to examine code, trace unusual behaviour and identify flaws that conventional tools...
webAI Releases TwIL-LM: A 1.7B and 3B Formal-Logic Model Family for Autoformalization on Local Hardware
webAI has released TwIL-LM, a two-model family of formal-logic reasoners at 1.7B and 3B parameters. The 3B member, TwIL-LM3, is...
OpenAI launches GPT-5.6-Cyber with reduced refusals, 95% completion on advanced cybersecurity tasks
Earlier today, OpenAI launched GPT-5.6-Cyber, a specialized model designed to perform advanced vulnerability research and exploit development for approved defenders...
Meta returns to open source with Muse Glimmer, an Apache 2.0 licensed 30B parameter AI model optimized for agents — available now
Meta today released Muse Glimmer, a 30-billion-parameter open-weight model designed to run autonomous AI agents directly on consumer hardware —...
AWS Continuum integrates with OpenAI Codex and Anthropic Claude Code in major AI security push
Amazon Web Services is threading its AI-powered security infrastructure directly into the coding environments built by two of its fiercest...
Brex assumes its AI agents could do anything — so it watches the network, not the code
Brex CEO Pedro Franceschi offered a blueprint for one of the pressing challenges facing the enterprise today at VB Transform...
Meta AI Releases Muse Glimmer: A 30B Open-Weights Agentic Model That Runs on One Consumer GPU
Meta has released Muse Glimmer, a 30-billion-parameter multimodal model distilled from Muse Spark. It is tuned for always-on local agent...
Token-maxxing is dead. Agentic memory is what comes next.
Presented by MongoDB We have been building databases as an industry for roughly 60 years. We have been building AI...
Meta Muse Glimmer brings local AI agents to consumer GPUs
Meta is releasing Muse Glimmer under an Apache 2.0 licence for local AI agents that can run on a consumer...
Your agent didn’t hallucinate; it exceeded its authority
Content filters can block unsafe output. They cannot tell you whether an agent was authorized to issue that refund, touch...
Siemens’ physics AI can run 1,000x faster. It still won’t sign off your airbag” for the meta field
Physics AI can now explore thousands of design variations in the time it would take a traditional simulation to chew...
ByteDance Seed Introduces SeedRealtime: a Native Audio-Visual Full-Duplex LLM That Watches, Listens and Speaks in One Model
ByteDance’s Seed team has introduced SeedRealtime, a native audio-visual full-duplex LLM. The model fuses audio, video and text in a...
NVIDIA Releases NemotronLabs VoiceChat 11B: An Open Full-Duplex Speech-to-Speech Model with ~450 ms Turn-Taking and Live Tool Calling
NVIDIA has released NemotronLabs VoiceChat 11B, an open 11B end-to-end speech-to-speech model for real-time, full-duplex conversation. Instead of chaining ASR,...
Top LLM Observability and Evaluation Platforms in 2026: Langfuse, LangSmith, Braintrust, Arize, and More Compared
LLM applications fail in ways traditional software does not. The same prompt can produce different outputs. A retrieval step can...
IMDb Sentiment Analysis with DistilBERT LoRA, TF-IDF Baselines, Calibration, Interpretability, Robustness Testing, and Semi-Supervised Learning
In this tutorial, we develop an end-to-end sentiment analysis workflow using the Stanford NLP IMDb Large Movie Review Dataset and...
Meet Shepherd: An Open-Source Python Substrate That Lets Meta-Agents Fork, Replay, and Revert Any Agent Run
Long-running agents accumulate state that no transcript captures. A coding agent at step 10 holds edited files, a running dev...
Pokee AI Releases Pokee-Isaac 28B: A 10M-Token Context Agentic Model Built to Run Inside the Customer Boundary
Long-horizon agents accumulate context faster than they resolve tasks. Every tool output, observation, and intermediate reasoning step stays in the...
NVIDIA AI Releases NOOA: An Object-Oriented Python Framework That Turns an AI Agent Into a Single Python Class
NVIDIA Labs has open-sourced NOOA (NVIDIA Object-Oriented Agents), a model-agnostic Python framework for building AI agents. Agent development today is...
Designing Scalable Interactive Visualizations with Reflex XY: Composition, Million-Point Rendering, Streaming, Custom Marks, and Export
In this tutorial, we explore the advanced visualization capabilities of the XY Python library by building interactive, scalable, and extensible...
Mistral AI Releases Shieldstral 1.0 3B: An Open-Weights Policy-Adaptive Multimodal Safety Classifier Matching Models 7× Its Size
Mistral AI has released Shieldstral 1.0 3B, an open-weights, policy-adaptive multimodal safety classifier that treats content moderation as a single...
PRISM2 model uses clinical dialogue to interpret pathology slides
Built by Paige and Microsoft, PRISM2 reads whole-slide images through a perceiver-based encoder trained jointly on tissue tiles and clinical...
