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Echoverse: Deep, evolving environments for computer-use agents
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Microsoft Research

Echoverse: Deep, evolving environments for computer-use agents

At a glance We built twelve training worlds for computer-use agents: ten deep domain worlds and two capability worlds, each drilling a single control rendered in many forms (date pickers and nested filters). Depth is…

3d · 22 min read · 10 views
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EvoLib: Turning experience into evolving knowledge
Microsoft Research

EvoLib: Turning experience into evolving knowledge

EvoLib enables large language models to learn from their own experience during inference, without requiring…

3d · 5 min read · 13 views
Extending Human Intelligence Through AI
Microsoft Research

Extending Human Intelligence Through AI

Modern AI systems enhance human intelligence by extending existing cognitive structures rather than replicating them.…

5/27/2026 · 5 min read · 49 views
Microsoft Research

Microsoft Research: LLMs Corrupt your files during delegated work

A recent study reveals that large language models (LLMs) can corrupt documents during delegated tasks. The research,…

5/26/2026 · 1 min read · 36 views
Microsoft Research

Multiple Byte Processing with Full-Word Instructions (1975)

The article discusses advancements in parallel computing techniques using multiple byte processing with full-word…

5/26/2026 · 2 min read · 45 views
Webwright: A Terminal Is All You Need for Web Agents
Microsoft Research

Webwright: A Terminal Is All You Need for Web Agents

Webwright introduces a new approach to web agents by utilizing a terminal-based setup instead of traditional browser…

5/26/2026 · 10 min read · 55 views
MagenticLite, MagenticBrain, Fara1.5: An agentic experience optimized for small models
Microsoft Research

MagenticLite, MagenticBrain, Fara1.5: An agentic experience optimized for small models

Microsoft Research has introduced MagenticLite, an agentic application optimized for small models. This new system…

5/21/2026 · 9 min read · 47 views
Vega: Zero-knowledge proofs for digital identity in the age of AI
Microsoft Research

Vega: Zero-knowledge proofs for digital identity in the age of AI

Vega introduces a method for users to prove aspects of their government-issued credentials without revealing the…

5/21/2026 · 10 min read · 54 views
Guidelines for Human-AI Interaction
Microsoft Research

Guidelines for Human-AI Interaction

The Guidelines for Human-AI Interaction were established to improve the way AI systems interact with users. Developed…

5/20/2026 · 1 min read · 44 views

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