Video Transcript:
In the simplest sense, the prototype demonstrates an intelligence system that interprets natural language as an executable program. The consolidated outcome from such execution can be seen to combine every human-like linguistic capability endowed to the system that include comprehension, sentience, sapience, common sense, and traces of synthetic freewill. These seemingly disparate faculties are founded upon a unified basis, termed Omnijectivity, that sustains the entire intelligence system. Unlike any other artificial intelligence system in existence, the Omnijective systems rely upon an internalized semantic from the ground up. Consequent Omniject Oriented Programming lets develop an exotic class of programs, called micro-algorithms, that sustain native though original systemic knowledge. At the heart of Omnijective intelligence systems is a contract executed between respective subject and object components, that cuts off the external reliance of the system on the intelligence of its creator. This lets a self-sustained and autonomous evolution of the system in a silo separate from the intelligence that created the intelligence system in the first place.
The trajectory of such evolution is purely a function of the subject and object design abstracted by the Omnijective contract, rather than being derived from external instruction by the programmer, statistical learning, or trial and error.

Video 2 Summary
Simply speaking, Video #2(/10) provides an overview of A3ilabs Proof of Concept (Project POC) and talks about the following –
- The Prototype: The Proof of Concept (Project POC) for the research is envisaged to be a prototype in the Natural Language Processing (NLP) domain. More specifically, the prototype concerns the most sophisticated variety of the Natural Language Programming paradigm yet – natural language itself as an executable program.
- The Unique Value Proposition: Should natural language function as an executable program, what must carry out its execution? For instance, ChatGPT relies on the system-external Large Language Models (LLMs) to draw the semantics required for such an execution. In contrast, Project POC utilizes the entire intelligence system with ‘the meaning’ rooted within.
- The unmistakable parallel: Clearly, human intelligence does not originate from extraneous sources like large language models; it’s a function of just ‘being human’. The analogous position taken in Project POC was introduced, giving rise to several human-like abilities that are too subtle to be distinguished by, say, the Turing test of artificial intelligence. These abilities include actual understanding of the language, common sense, sentience, free will, and more.
- What’s new: All these abilities come from one central idea called Omnijectivity that sustains the whole intelligence system. A couple of relevant key ideas include –
- Subject-Object Contract or Omnijective Contract: This frees the intelligence system from depending on its creator’s intelligence.
- Omniject Oriented Programming: Used to create micro-algorithms – a specialized class of programs designed for semantic segmentation.
- What’s more: Unlike prevailing AI, Project POC builds meaning internally instead of relying on training data, step-by-step instructions, or trial-and-error learning. In fact, Project POC not only validates several underlying concepts but also sets the context and direction for future research in this area.