AUTORESEARCH / INNOVATION GENERATOR
Current version · 7.3.0
Aletheia
Source-conditioned question and idea exploration, connecting rival explanations, typed actions, observed feedback and a persistent frontier.

AUTORESEARCH / RESEARCH TOOLS
Make the next research action inspectable.
Innovation Generator belongs to AutoResearch and retains an independent spotlight. Its evolution follows one question: how can sources, candidates, execution and feedback be organized so the next research action has a basis? The current entry is Aletheia v7.3.0.
AUTORESEARCH / INNOVATION GENERATOR
Current version · 7.3.0
Source-conditioned question and idea exploration, connecting rival explanations, typed actions, observed feedback and a persistent frontier.

Each version describes its question, control flow, inputs, outputs and evidence scope. Version numbers record implementation changes; research-record dates and release dates remain distinct.
Choose a contribution lens and fix the field and priors before developing research questions.
V4Candidate trees, state lifecycles, provenance gates and stage scheduling enter the engineering scaffolding.
V5Verification, surrogate simulation, micro-worlds and evidence binding develop alongside implementations corrected by later audits.
V6Typed candidates, evidence governance, module interventions and observation-driven revision form a research-software line.
V7Aletheia focuses on source-conditioned questions, rivals, actions and a persistent frontier. The current version is 7.3.0.
The public research adds official SmolVLA / Panda closed-loop tasks, complete-version comparisons, physical fallback and fair-cost experiments, with recorded successes and failures.
Read the updateThe Innovation Generator subproject of AutoResearch connects source evidence, candidate actions and observed feedback. This update records literature exploration, a controlled computational diagnostic, and improvements to source acquisition and stop closure.
Read the updateOrganizes the philosophy, architecture and implementation changes of earlier versions, with an independent Innovation Generator entry under AutoResearch.
Read the update