True AGI will combine formal and informal methods. People are already combining these tools in this way. M-x Jarvis in our time, but evolving Open Source is critical to delivering real value.
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1. Empirical argument that induction must be capable of emerging deductive and formal systems.
2. Decoding to a less restricted but less consistent informal systems and then re-encoding to formal can identify new consistency.
3. Formal systems can be used to induce coherence in informal systems, accelerating the search for new formal coherence.
4. Both logic and metalanguage can naturally emerge by generalizing logical dependence and stripping away semantics
5. If a self-model is exposed, the metalanguage capability implies self-programming capability.
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#emacs #opensource #programming #machinelearning #logic #ai #artificialintelligence
TIMESTAMPS
00:00 Intro
00:34 Deduction
02:30 Formal Systems
05:58 Inducing Deduction
11:04 Spectral Reasoning
15:38 Recursive Computation
22:32 Online Learning
25:34 Limitations
27:36 Remaining Work
31:21 Non-Problems
34:14 Doing it Wrong
37:06 Open Source: Part Deux
26 июн 2024