#AI Agents

62 articles

Victoria Bazir Victoria Bazir Industry
5 months ago

AI Breakthrough: SpecEyes Boosts LLM Speed by Up to 3.35x

A new speculative perception framework for agentic multimodal AI delivers speed gains of up to 3.35x while pushing benchmark accuracy from 81% to 84%.

Eseandre Mordi Eseandre Mordi Benchmarks
5 months ago

AI Agents Beat cuDNN by 3.5% in NVIDIA's New AVO Framework

NVIDIA unveils Agentic Variation Operators (AVO), showing measurable performance gains over cuDNN and FlashAttention-4 on Blackwell GPUs.

Marina Lyubimova Marina Lyubimova Industry
5 months ago

HyperAgents AI Learns to Improve Itself Across 3+ Domains

A new AI framework called HyperAgents lets systems improve not just what they do, but how they learn — delivering compounding performance gains across multiple tasks and domains.

Usman Salis Usman Salis Industry
5 months ago

Tencent's LongHorizonUI Can Now Handle Tasks With 15+ Steps

Tencent and its academic partners have built LongHorizonUI, an AI framework targeting a core weakness in today's agents: falling apart mid-task when workflows get long. Here's how it works.

Victoria Bazir Victoria Bazir Industry
5 months ago

AI Breakthrough: Self-Learning Agents Show 116% Performance Gain

New AI framework lets agents build and improve other agents, hitting 116% benchmark gains without retraining core models.

Eseandre Mordi Eseandre Mordi Industry
5 months ago

AI Industry Update: LLM Agent Consensus Still Fails at Scale

New research shows AI agent groups fail to reach agreement even in simple tasks, challenging multi-agent coordination assumptions.

Peter Smith Peter Smith Industry
5 months ago

4-Dimensional Framework Cracks the Code on AI Black Swan Events

A new framework from five Chinese universities explains how rare, high-impact "Black Swan" events emerge in multi-agent AI systems, pinpointing when, who, and why.

Saad Ullah Saad Ullah AI models
5 months ago

IBM's Agent Memory System Boosts Task Success by 149%

IBM's new AI framework lets agents learn from past executions, lifting complex task completion from 19% to 47% without retraining.

Usman Salis Usman Salis Industry
5 months ago

ACT Trains AI Agents to Judge Their Own Decisions - With 5-Point Accuracy Gains

A new reinforcement learning framework teaches AI agents to evaluate their own choices, not just copy expert behavior - delivering measurable gains over existing baselines.

Eseandre Mordi Eseandre Mordi Industry
5 months ago

IterResearch Posts 14.5-Point Gain Across 6 AI Agent Benchmarks

Alibaba Tongyi Lab's new framework helps AI agents handle complex, multi-step tasks without losing reasoning quality over long interactions.

Usman Salis Usman Salis Industry
5 months ago

OpenClaw-RL: 145K Stars Framework Trains AI Agents from Live Conversations

OpenClaw-RL trains AI agents from real-world interactions using async RL across 5 agent types.

Eseandre Mordi Eseandre Mordi Industry
5 months ago

AI Agents to Capture 60%+ of SaaS Profit Pool by 2030, Goldman Sachs Says

Goldman Sachs projects autonomous AI agents will dominate software economics by 2030, expanding the market while disrupting traditional SaaS models.

Usman Salis Usman Salis Industry
5 months ago

AI Agent Memory: 4-Layer Infrastructure Now Drives Next-Gen Systems

From chat logs to lifecycle systems - why AI memory management is becoming the next major infrastructure challenge for developers.

Eseandre Mordi Eseandre Mordi Industry
5 months ago

Google Launches 24/7 AI Memory Agent - Bloomberg Reports Shift in Agent Architecture

Google open-sourced an Always-On Memory Agent built with Gemini Flash-Lite that gives AI continuous, human-like memory across text, images, audio and documents.

Victoria Bazir Victoria Bazir Industry
5 months ago

Nvidia Plans Open-Source AI Agent Platform NemoClaw Targeting 5 Major Enterprise Partners

Nvidia readies NemoClaw, an open-source AI agent platform targeting enterprise workflows with hardware-agnostic deployment.

Usman Salis Usman Salis Industry
5 months ago

2 Diverse AI Agents Beat 16 Identical Ones, New Study Finds

New research shows diverse AI agent teams outperform larger identical ones, with just 2 varied agents matching 16 clones.

Eseandre Mordi Eseandre Mordi Industry
5 months ago

Google Open-Sources ADK for Always-On AI Agents With Gemini 3.1 Flash-Lite

Google released its open-source Agent Development Kit built for Gemini 3.1 Flash-Lite, enabling developers to build AI agents with persistent memory that runs 24/7 in the background.

Eseandre Mordi Eseandre Mordi Industry
6 months ago

79% of Enterprises Deploy AI Agents as Adoption Moves Past Pilots

AITECH data shows that 79% of enterprises are now deploying AI agents operationally, not just experimentally. The trend signals a structural shift in how organizations implement autonomous AI.

Victoria Bazir Victoria Bazir AI models
6 months ago

Cursor AI Agents Now Handle 30% of Merged Pull Requests Inside the Company

Cursor's autonomous cloud agents now generate nearly 1 in 3 merged pull requests internally, running full dev environments end-to-end — from building features to submitting production-ready PRs without human involvement.

Saad Ullah Saad Ullah Industry
6 months ago

AI Narrowing the Skills Gap: Study Finds 75% Drop in Education Productivity Divide

A new NBER paper reports generative AI significantly reduces the productivity gap between workers with high and low education. An experiment involving 1,174 adults shows AI closes roughly three quarters of the initial performance difference in an incentivized task.

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