A shared entry point for research progress
Research Hub is my personal workbench for connecting literature, skills, engineering modules, candidate assessments and experiment results. It builds a searchable evidence index around automated research and long-term exploration, preserving sources, reading depth, versions and current status. A later round can inherit useful leads and failure reasons. The workbench distinguishes existing assets, implemented code, historical runs and present checks, helping prevent file counts or version names from being mistaken for maturity.
From retrieval to frozen experiments
The workbench offers status inspection, source search, evidence verification, candidate assessment and local experiment entry points. Research moves through a precise question and frozen experiment contract into training or policy compilation, independent refutation, held-out testing and recalculation. Runs call registered frozen modules and write to new directories, preserving earlier evidence. Learning notes and explanations accompany the process, recording why a direction is retained, why promotion stops and what the next experiment must resolve.
Connected workflows and remaining integrations
The local workspace connects assets, literature, candidates and actual experiments, with independent design and result reviews. A capacity diagnosis exposed an evaluation threshold that was unreachable within a fixed policy library, prompting a check for available improvement space. Complete clients, distributed services, teaching support and every historical module interface are not yet integrated into one product. The workbench supports continued research and records its limits; a successful run does not certify recursive self-improvement.
Conversations & next steps
I welcome discussions about the design of this tool and where it may be useful.