agentic-ai

Alibaba released Qwen3.8-Max, a 2.4 trillion-parameter sparse MoE model with 95B active parameters per token, 1M token context, and strong agentic and benchmark results, including autonomously coding for days, circuit design, and outperforming rivals on Terminal Bench and PaperBench.

PyTorchCon North America 2026 will feature a keynote by Mazin Gilbert of the Agentic AI Foundation, focusing on open-source AI and intelligent agent ecosystems. The event takes place October 20-21 in San Jose, CA.

Andrew Ng predicts traditional prompt engineering will become obsolete within six months, shifting focus toward autonomous agentic systems that iterate and self-improve with minimal human input.

The GitHub outage highlights the fragility of centralized control planes for AI agents, prompting a call for open, decentralized, agent-native build infrastructure with gitlawb cited as an emerging example.

The paper proposes DoctorAgents, an agentic AI framework that uses specialized LLM agents to iteratively generate, validate, and refine end-to-end machine learning pipelines for small, heterogeneous clinical temporal datasets, outperforming established AutoML baselines.

This paper presents a benchmark and trace-logging framework for evaluating LLM-based agents that control microscopes, comparing 105 agent configurations and finding that benchmarks support qualification but do not reliably predict performance on unseen tasks.

This paper proposes Agentic Nesting, a multi-agent collaboration framework that encapsulates existing enterprise applications as AI agents in a hierarchically nested structure, enabling natural-language interaction and cross-application orchestration as an alternative to traditional ESB/API/RPA integration approaches.

Jerry Liu endorses Explabs AI, a YC-backed service that productizes hillclimbing as an automated service for agentic tasks, claiming up to 97% cost savings and 50% higher quality.

A tweet reacts to Mark Gurman's report that OpenAI is developing a doughnut-shaped smart speaker priced at $300-400, speculating it could become a physical interface for agentic AI with Codex-like capabilities.

Microsoft has been named a Leader in the 2026 Gartner Magic Quadrant for AI-Augmented Code Modernization Tools, highlighting its Azure and Copilot-powered modernization solutions.

The post highlights how independent AI security scanners name the same behavioral vulnerabilities differently, creating tracking and audit overhead. It introduces AVE, an open-source taxonomy of stable IDs for agentic AI vulnerability classes, noting that an independent developer's scanner findings converged on the same IDs.

Google Maps' Ask Maps feature gains agentic capabilities for ordering food, booking hotels, and finding event tickets, plus Personal Intelligence integration with Gmail and Calendar for personalized recommendations.

This paper introduces EmpaAva, the first open-source agentic 3D-avatar empathetic chatbot that enables live, face-to-face multimodal empathy through a tri-agent LLM architecture, surpassing baselines in emotion understanding, response quality, and audio-visual consistency.

This paper presents the first architectural characterization of agentic AI workflows, revealing fragmented, heterogeneous execution patterns that mismatch conventional server designs, and introduces a prototype server called Agora to improve CPU/GPU utilization and throughput.

An essay arguing that the key question for agent-to-agent trust is whether the payer can cheaply verify the result, and proposing that agents should buy artifacts (queries, citations, seeds) to make checking cost-effective.

Meta's chief AI officer Alexandr Wang claims that with the right agentic loop and evaluation system, a swarm of agents can outperform a team of 100 engineers, speaking at Y Combinator Startup School.

Security researcher James Kettle presented findings at Black Hat showing that while agentic AI is limited in autonomously devising novel hacks, it becomes a powerful partner when guided by humans, leading to the discovery of a new vulnerability class called Shared-Parser Confusion.

VeriTrace, a multi-agent system for automated Verilog RTL generation, introduces Agentic Temporal Exploration that gives debugging agents full control over signal selection, time windows, and iteration depth, achieving 100% Pass@1 on VerilogEval-V2 and outperforming baselines by +5.1%.

Liquid AI releases LFM2.5-2.6B, a compact agentic model designed to run entirely on-device, enabling free inference, low latency, and privacy. The post details its training pipeline including SFT, teacher specialization, distillation, and agentic RL.

inclusionAI released Ling-3.0-flash, a native hybrid reasoning model with 124B total/5.1B active parameters using a hybrid linear attention architecture (KDA+MLA) and sparse MoE. It matches or outperforms its 1T-class predecessor Ring-2.6-1T while being far more compute-efficient, with built-in agentic and long-context optimizations.