Why It Matters
On benchmarks Apodex published and ran through its own harness, the Agent Team configuration scores 38.5 on APEX-Agents (1.0 scored 16.5) and 63.3 on FrontierScience-Research (28.3).
Overview
Apodex has released Apodex 1.1, a model family built to complete work instead of describing it. The previous generation read web pages and returned a written answer. This one opens the files themselves- a spreadsheet, a PDF, a dataset- picks a method, writes and runs the analysis code, and hands back the tables, charts, and scripts it produced, with figures traceable to source.
Why It Matters
On benchmarks Apodex published and ran through its own harness, the Agent Team configuration scores 38.5 on APEX-Agents (1.0 scored 16.5) and 63.3 on FrontierScience-Research (28.3).
Key Details
It went live on August 24.
The problem it targets is the cost of a long task that collapses partway through.
An agent that meets a missing value or a failed assumption at step forty either stops or returns something vague, and the hours spent getting there get spent again.
Apodex calls its answer Adaptive Recovery, where the system explains the adjustment it is making and continues.
Two training directions sit behind it.
--- *Original report published by [TestingCatalog AI News](https://www.testingcatalog.com/apodex-launches-apodex-v1-1-deep-discover-model/).*
