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Agentic AI

Supertone Releases Supertonic v3: On-Device Text-to-Speech Model with 31-Language Support, Fewer Reading Failures, and Expression Tags

[RSS: www.marktechpost.com] The Seoul-based speech AI company ships its third generation of its on-device TTS engine, adding expressive tags, improved reading stability, and a 6× increase in language coverage — all while keeping the inference contract unchanged for existing int...

Admin 16 min · 18 hours ago

Agentic AI

Best AI Agents for Software Development Ranked: A Benchmark-Driven Look at the Current Field

[RSS: www.marktechpost.com] The AI coding agent field in 2026 is more capable, more fragmented, and harder to benchmark than it looks. Claude Code leads on code quality at 87.6% SWE-bench Verified. GPT-5.5 tops Terminal-Bench at 82.7%. But the benchmark OpenAI itself declared c...

Admin 30 min · 18 hours ago

Ai Infrastructure

Zyphra Releases ZAYA1-8B-Diffusion-Preview: The First MoE Diffusion Model Converted From an Autoregressive LLM With Up to 7.7x Speedup

[RSS: www.marktechpost.com] Zyphra's latest release shows that an autoregressive MoE model can be converted into a discrete diffusion model with no systematic loss in evaluation performance. ZAYA1-8B-Diffusion-Preview achieves up to 7.7x inference speedup over autoregression by...

Admin 15 min · 18 hours ago

Agentic AI

How to Build an MCP Style Routed AI Agent System with Dynamic Tool Exposure Planning, Execution, and Context Injection

[RSS: www.marktechpost.com] In this tutorial, we build a fully functional MCP-style routed agent system from scratch, combining tool discovery, intelligent routing, structured planning, and execution into a single cohesive workflow. We start by setting up a modular tool server...

Admin 18 min · 18 hours ago

Ai Paper Summary

NVIDIA Introduces SANA-WM: A 2.6B-Parameter Open-Source World Model That Generates Minute-Scale 720p Video on a Single GPU

[RSS: www.marktechpost.com] Researchers from NVIDIA introduce SANA-WM, an open-source camera-controlled world model that generates 60-second, 720p videos with precise 6-DoF camera control — trained on 64 H100 GPUs and deployable on a single RTX 5090. The post NVIDIA Introduces...

Admin 20 min · 18 hours ago

Agentic AI

Meet LiteLLM Agent Platform: A Kubernetes-Based, Self-Hosted Infrastructure Layer for Isolated Agent Sandboxes and Persistent Session Management in Production

[RSS: www.marktechpost.com] Running AI agents in a local script is straightforward. Running them reliably in production across teams, across restarts, with isolated environments per context is a different problem entirely. BerriAI, the company behind the LiteLLM AI Gateway, is...

Admin 17 min · 18 hours ago

Ai Infrastructure

Nous Research Proposes Lighthouse Attention: A Training-Only Selection-Based Hierarchical Attention That Delivers 1.4–1.7× Pretraining Speedup at Long Context

[RSS: www.marktechpost.com] Nous Research has published Lighthouse Attention, a selection-based hierarchical attention mechanism that wraps around standard scaled dot-product attention during pretraining and is removed afterward. Unlike prior methods such as NSA and HISA that p...

Admin 26 min · 18 hours ago

Agentic AI

Vercel Labs Introduces Zero, a Systems Programming Language Designed So AI Agents Can Read, Repair, and Ship Native Programs

[RSS: www.marktechpost.com] Vercel Labs has released Zero, an experimental systems programming language designed so AI agents can read, repair, and ship native programs without requiring human interpretation of compiler output. The language emits JSON diagnostics with stable co...

Admin 13 min · 18 hours ago

Politics

Scaling Up Reinforcement Learning for Traffic Smoothing: A 100-AV Highway Deployment

[RSS: bair.berkeley.edu] Training Diffusion Models with Reinforcement Learning We deployed 100 reinforcement learning (RL)-controlled cars into rush-hour highway traffic to smooth congestion and reduce fuel consumption for everyone. Our goal is to...

Admin 10 min · 18 hours ago

Politics

Identifying Interactions at Scale for LLMs

[RSS: bair.berkeley.edu] Understanding the behavior of complex machine learning systems, particularly Large Language Models (LLMs), is a critical challenge in modern artificial intelligence. Interpretability research aims to make the decision-making proce...

Admin 8 min · 18 hours ago

Politics

Gradient-based Planning for World Models at Longer Horizons

[RSS: bair.berkeley.edu] .grasp-results-table table { font-size: 0.875rem; line-height: 1.35; width: 100%; } .grasp-results-table th, .grasp-results-table td { padding: 0.35rem 0.5rem; } /* Consistent whitespace between major sections (this post is long and hr...

Admin 16 min · 18 hours ago

Politics

Adaptive Parallel Reasoning: The Next Paradigm in Efficient Inference Scaling

[RSS: bair.berkeley.edu] .apr-fig { text-align: center; margin: 1.35em 0; line-height: 1.4; } .apr-fig--wide img { display: inline-block; width: 100%; max-width: 100%; height: auto; vertical-align: middle; } .apr-fig--wide-0-8 { max-width: 80%; margin-left: aut...

Admin 19 min · 18 hours ago