Resources

Research, ideas, and practicefor the agentic AI age.

Explore an evolving Blog, independent collections of whitepapers and reports, and the academic collaborations advancing the field.

Blog

Ongoing thinking on agents,models, and enterprise AI.

An evolving record of how technology, products, and enterprise AI are changing.

Perspectives & Insights

New points of view grounded in real business and societal change.

Technology Foresight

Track what comes next for core models, GEA OS, and production readiness.

Technology Foresight

Does Harness Have a Shelf Life of Only Six Months? Why Enterprise AI Products Can't Be One-and-Done

Read
Technology Foresight

What Does AI Rely On to Determine 'This Reasoning Path is Correct' When Performing Reasoning Tasks?

Read
Technology Foresight

How Can Long-Term Intelligent Agents in Enterprises Maintain Trust in Production Environments?

Read
Technology Foresight

Why the 11th Agent is Smarter than the 1st — A Primer on Enterprise AI Architecture

Read
Technology Foresight

Improve Your Company's AI Return on Investment (ROI) by Doing Just One Thing

Read
Technology Foresight

Who Commands AI After It Learns to Work on Its Own?

Read
Technology Foresight

Why Most Agents Engage in Ineffective Collaboration

Read
Technology Foresight

From Prompt to Loop: The Architectural Leap of Enterprise AI Infrastructure

Read
Perspectives & Insights

Is Your Enterprise AI Still 'Single-Use'? How Loop Engineering Makes It Smarter Over Time

Read
Perspectives & Insights

Where to Start for an AI Native Organization?

Read
Perspectives & Insights

The Choice of an AI Native CEO: Hire a GEA to Manage the Team and Seize Opportunities

Read
Perspectives & Insights

AI Can Work on Its Own, Who Manages It? The Harness Project for Enterprise-Level AI

Read
Perspectives & Insights

After becoming AI-Native: What Comes Next? On Brands and Good Taste in This Era

Read
Perspectives & Insights

Context System: How to Enable AI to Learn from 'Big Data' to Enterprise 'Proprietary Knowledge'?

Read
Perspectives & Insights

The Most Valuable Knowledge in a Company Has Never Been Recorded

Read
Perspectives & Insights

Is AI Overconfident, or Is It All an Illusion? How to Solve the ROI Dilemma of Enterprise AI

Read

Whitepapers & Reports

See industry and technology shifts clearly.Make better-grounded decisions.

Industry whitepapers, technology whitepapers, and playbooks bring together important trends, methods, and evidence from practice.

Industry Whitepapers

Signals, shifts, and evidence emerging across industries.

Technology Whitepapers

A deeper view into models, architecture, and engineering.

Playbooks

Practical guidance teams can put to work.

Continue the conversation

Apply research and methodsto real business with us.