Ethen Blog
Launches, architecture notes, engineering deep-dives and model analysis from the team building Ethen.
October 2026
- Why Ethen Uses Specialized Interfaces Instead of One Universal UIProduct13 min
- The Principles Behind Ethen’s Product DesignProduct13 min
- What We Want Ethen to Feel Like in 2027Company13 min
- Ethen V5: What We’re Rebuilding and WhyCompany13 min
- The Road to Ethen V5Company13 min
- What We’ve Changed Since Ethen V4Company13 min
- Why We’re Choosing Depth Over Feature CountCompany13 min
- What It Means to Build an AI Company With AICompany12 min
- How AI Agents Are Changing the Way We Build EthenEngineering12 min
- Building a Research Lab as a Small Team in the Age of AI AgentsCompany12 min
- Why Not Everything Ethen Researches Needs to Become a ProductCompany12 min
- What Ethen Research Lab Is Exploring Beyond AI ProductsCompany12 min
- Why We’re Not Rushing Ethen Into HardwareCompany12 min
- From Screen to Physical World: How We Think About Ethen RoboticsCompany12 min
- Why a Digital Robot Needs More Than an AvatarCompany12 min
- What We’re Learning From Designing iBOTProduct13 min
- Why Ethen Is Researching Digital Robots Before Physical RobotsCompany13 min
- How We Think About Image, Video, Audio and Speech as One Creative SystemProduct12 min
- Why Model Families Matter More Than Huge Model CountsModels & Intelligence13 min
- What 1,499 AI Endpoints Taught Us About Model Catalog DesignEngineering12 min
- Why Ethen Studio Is Becoming More Workflow-OrientedProduct12 min
- What We’re Learning From Building Ethen for Both Consumers and EnterprisesCompany12 min
- How We’re Preparing Ethen for Private and Enterprise DeploymentsProduct13 min
- Why Enterprise AI Needs More Than SSO and Admin ControlsSecurity & Trust13 min
- What We Mean by Responsible AutonomyCompany13 min
- Why Ethen Is Treating AI Safety as a Product ExperienceSecurity & Trust13 min
- What Ethen Is Doing to Make AI Outputs Easier to VerifyProduct13 min
- How We Decide Whether Something Belongs in Blog, Docs, or ResearchCompany13 min
- Why Ethen Uses System Cards and Research Notes DifferentlyCompany13 min
- What We Learned Publishing 165 Research VisualsEngineering13 min
- Building a Public Research Archive That Can Scale Past 100 PapersEngineering13 min
- Why We Made Ethen Research Look More Like a Journal Than a BlogCompany13 min
- Inside the Redesign of Ethen’s Research PublicationsCompany13 min
- How We’re Thinking About AI for Founders and Small TeamsProduct13 min
- Asking AI vs Delegating Work to AI: What ChangesProduct13 min
- Why Ethen Founder Is About Outcomes, Not More ChatProduct13 min
- What We’re Building for Ethen ComputerProduct13 min
- Why Computer Use Is More Than Clicking ButtonsSecurity & Trust14 min
- What We Want Ethen Voice to Feel LikeProduct14 min
- How Voice Fits Into the Ethen ExperienceProduct17 min
- Why Local AI Still Matters in a Cloud-First WorldModels & Intelligence13 min
- Building Ethen Across Desktop, Web and Local AIProduct12 min
- What We Want “My Ethen” to Feel LikeProduct13 min
- Why User-Controlled AI Memory MattersProduct12 min
- How We’re Rethinking AI Memory Across EthenProduct13 min
- What Makes an AI Model Useful Beyond BenchmarksModels & Intelligence13 min
- Why Ethen Sometimes Won’t Use the Newest ModelModels & Intelligence13 min
- What We Look for Before Adding a New Model to EthenModels & Intelligence13 min
- Why Ethen Is Built Around Multiple Models Instead of OneCompany13 min
- Why Better AI Models Don’t Eliminate the Need for Better ProductsCompany13 min
- How Ethen Thinks About AI Actions That Can’t Be UndoneSecurity & Trust12 min
- What Happens When an AI Task Fails Halfway Through?Engineering12 min
- Why Ethen Is Building for Recoverable AI WorkEngineering13 min
- What “Done” Should Mean for an AI AgentProduct13 min
- Why Ethen Keeps Human Approval in the LoopSecurity & Trust13 min
- Designing Ethen for Work That Takes Minutes or HoursProduct12 min
- Why Long-Running AI Work Needs a Different UX Than ChatProduct13 min
- What Is an AI Workspace? A Better Way to Think About ItProduct12 min
- Why Ethen Shows What It Knows—and What It Doesn'tProduct13 min
- What We're Improving About Reliability Across EthenEngineering13 min
- Why Ethen Supports More Than One AI ProviderInfrastructure13 min
- Making AI Model Choice Less Confusing: A Practical Way to ChooseModels & Intelligence13 min
- Why Ethen Is Investing in Model IntelligenceModels & Intelligence13 min
- The Next Phase of Ethen ChatProduct12 min
- What Ethen Work Is Meant to BecomeProduct12 min
- Ethen Studio: From Model Catalog to Creative WorkspaceProduct13 min
- Ethen Code: What We're Building NextProduct13 min
- Why Ethen Keeps Research Separate From Product ClaimsCompany13 min
- What We Learned Publishing 40 Research Papers at OnceEngineering12 min
- How to Explore Ethen Research Lab: Programs, Evidence Labels and Reading PathsProduct13 min
- Why Ethen Research Lab Publishes Its Work in PublicCompany13 min
- What We're Building Across Ethen: October 2026 UpdateCompany13 min
- Why Ethen Is a Family of Specialized AI Apps, Not One AppCompany14 min
September 2026
- Choosing Image and Video Models by WorkflowModels & Intelligence17 min
- Checking the Evidence in an AI Research ReportProduct16 min
- Choosing an AI Coding EnvironmentDevelopers15 min
- What Makes an AI Agent Job VerifiableProduct16 min
- Local AI or GPU Hosting: What to Check FirstModels & Intelligence16 min
- When an AI Gateway HelpsDevelopers13 min
- How to Read an AI Model ComparisonModels & Intelligence15 min
- Choosing a Multi-Model AI WorkspaceProduct16 min
- Keeping Code History Scoped to the Signed-In UserEngineering16 min
- Separating Automation Triggers From ExecutionEngineering12 min
- Versioning GPU Deployment Recipes in EthenInfrastructure17 min
- How Ethen Desktop Talks to Local ModelsDevelopers14 min
- Binding Computer-Use Approvals to Specific ActionsSecurity & Trust13 min
- Three Places to Use Ethen CodeProduct13 min
- Moving Ethen Designer Into Its Own AppEngineering12 min
- Reserving a Budget for VerificationInfrastructure18 min
- When an Agent Action's Outcome Is UnknownEngineering13 min
- Making Mission Completion Depend on EvidenceEngineering18 min
- How Founder's Job Model Fits EthenProduct13 min
- How Ethen Chat Starts a Voice SessionEngineering13 min
- Building Durable Image and Video Jobs in Ethen StudioEngineering11 min
- From Provider Endpoints to Ethen Model FamiliesModels & Intelligence10 min
- Showing Unknowns in Ethen Model IntelligenceEngineering16 min
- Who Owns Each Model Fact in EthenModels & Intelligence13 min
- How Ethen Gateway Chooses an Eligible ModelEngineering18 min
- How Ethen Gateway Binds API Requests to ProjectsDevelopers14 min
- Inside Ethen's Durable Job ServiceInfrastructure13 min
- What a Release Certificate Actually Proves at EthenEngineering15 min
- How Ethen Builds Public Model PagesModels & Intelligence12 min
- Keeping Ethen Chat FocusedProduct10 min
- How Upcube Is Organizing Ethen Across Specialized AppsCompany12 min
From Ethen Research Lab
Ethen Research Lab is Upcube's public research publication program. Each publication states its evidence status.
- Verified Adaptive Intelligence: Learning From Work That Can Be Proven
A research agenda for AI agents that learn only from experience that is verified, rights-cleared and shown to transfer across tasks, tools and model generations.
- From AI Traces to Verified Experience
Logs, traces, trajectories, outcomes and corrections are not the same asset. A research note on what turns agent telemetry into verified experience.
- Ethen VerifiedWork: A Benchmark Framework for AI Systems That Take Action
A benchmark design for AI agents that take action: executable environments, state-based verification, cost reporting, permissions, recovery and reproducibility.