Where did Arx-0.3 come from and who makes it?

Applied General Intelligence is apparently the company behind the model. > We recently submitted Arx-0.3 to MMLU-Pro, the latest and most challenging Massive Multitask Language Understanding benchmark to validate our research assumptions and assess our technical approach. This submission will help us track progress toward developing general intelligence capable of understanding, reasoning, and explaining beyond patterns. > Arx-0.3 operates with coherence-based comprehension via universal language understanding. The system is designed to solve multi-step problems and perform deliberate reasoning across domains. MMLU-Pro's focus on these same capabilities, and alignment with practical applications, makes it ideal to validate our assumptions and direction Based in Austin, Texas. [Website](https://www.agi.live/) says, "A path beyond LLMs to a new paradigm for intelligence". Employees include: - Kurt Bonatz (Co-founder/CEO) - "Jerry" Xiaolin Zhang (Co-founder/Chief Science Officer) - Robert Montoya (Software Engineering Leader) - Thomas Baker (Chief Technology Officer) - Dapeng Tong (Software Developer) Their CEO promises full explainability and zero hallucinations. He says in a pitch their model isn't a "black box," so it doesn't sound like a standard neural network approach. [A Google Groups user with the name Xiaolin Zhang, signing his name as *Jerry* Zhang, asked a series of questions about NELL in 2016](https://groups.google.com/g/cmunell/c/wTFyFU_rafk). NELL (Never-Ending Language Learning) is a semantic machine learning system. Apparently, Jerry was "working toward an entry for IBM's Watson AI XPRIZE Competition". I don't know if this is the same "Jerry" Xiaolin Zhang, but it would be quite the coincidence if not. So ... LLM + knowledge graph?