@TowardMu: https://x.com/TowardMu/status/2069194694228431273
Summary
Introducing Apodex, a self-evolving heavy-duty solver that uses a verification-centric agent team architecture for in-depth research. It supports self-solving, evidence chain verification, and more. Currently in early access and completely free.
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Cached at: 06/23/26, 02:10 PM
Several Companies with the Most Potential in the 2026 AI Agent Track, Their Market Performance Deserves Close Attention.
Using just one self-evolving heavy-duty solver, I identified the most promising companies in the 2026 AI Agent track. Apodex tool has extremely strong data mining capabilities.
Full report is here: https://www.apodex.ai/report/share/iler76uTPTn6i
The entire process used just one tool called Apodex. It is a self-evolving heavy-duty solver built for deep research. Its Deep research logic is very powerful — it can mine uncertain answers through self-solving and also supports printing report results.
Its design philosophy is as follows:
Apodex does not treat deep research as a longer ReAct loop, but instead breaks it down into an agent team.
This includes: a main agent for task decomposition, sub-agents for parallel exploration, a conflict reviewer specifically for handling inconsistencies, a fact checker for verifying specific claims, a draft reviewer for final review, and a global verifier that audits the entire evidence set at the end.
This approach perfectly solves problems like increasingly crowded context in conversations, early errors contaminating subsequent reasoning, and reflection steps still spinning within the same cognitive framework.
Apodex officially calls this logic flow a verification-centric agent team. By adding an “opposition” to deep research, it uses evidence chains, source conflicts, conclusion derivation methods, etc. for self-judgment.
Apodex’s design is extremely suitable for fields such as scientific research, medical mechanisms, new materials, legal retrieval, and investment research judgment. Because these problems have no definitive answers. You need to systematically search for evidence, overturn hypotheses, revise drafts, and reorganize conclusions.
The tool is currently in Early access and completely free. You can go directly to the official website and try it!
Tool URL: https://www.apodex.ai/
Open-source model / harness:
https://github.com/ApodexAI
https://huggingface.co/apodex
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