Allgate Fusion

Several models, one considered answer

Fusion is a research and code workflow in development. Its design combines independent analysis, visible disagreements, source and code checks where relevant, and a synthesis that preserves its limits.

In development and validation · Not yet available

Fusion is not publicly available yet. We are still developing and validating this workflow.

The workflow we are developing

The goal is to make the path from separate analyses to a combined answer inspectable, with task progress saved so you can resume the same task.

  1. Independent analysis

    Different models first examine the question independently. Comparing their findings can reveal disagreements.

  2. Compare differences and sources

    Keep disagreements visible and check citations against retained sources when needed. Matching text does not establish that a claim is true.

  3. Code checks where relevant

    For code tasks, the design calls for applicable execution checks and recorded test results, distinct from a model’s claim that code works.

  4. Synthesis and task recovery

    Bring findings and unresolved limits into one answer. The design retains task progress so the same task can be inspected and resumed from saved progress.

Designed for research and code

Research with evidence to inspect

Compare explanations of technical questions, examine supporting sources and keep unresolved disagreements visible.

Code with checks to inspect

Compare approaches to a programming problem and inspect the relevant test record, its origin and the limits of what was checked.