I was just wondering what could be, from this point onwards the potential pathways to undeniable RSI.. which in my opinion is precursor to singularity/ AGI. Maybe not AGI but definitely RSI.
(BELOW TEXT WAS EDITED BY GEMINI)
Pathway 1: Decentralized & Crowdsourced Open-Source Automation An organized, community-driven ecosystem automates the entire machine-learning pipeline, utilizing crowdsourced compute and unified project management so open-source agents gradually upgrade their own systems without human intervention.
Pathway 2: The Biological & Continuous Learning Shift A shift toward biocomputing enables large-scale continuous learning, allowing models to adapt dynamically to every experience and evolve distinct personalities, goals, and drives.
Pathway 3: Closed-Loop Centralized Automation (Frontier Labs) Leading labs fully automate their R&D pipelines, enabling autonomous multi-agent systems to design experiments, set benchmarks, and deploy architectural upgrades without human involvement.
Pathway 4 (SUGGESTED BY AI) : Additional Potential Triggers for RSI Hardware Design Feedback Loops:
- AI designs next-generation silicon and neural architectures, directly accelerating the hardware required to build its successors.
- Autonomous Synthetic Data Engine: Models continuously generate pristine, edge-case training data and formal proofs, bypassing human data limits.
- Dynamic Test-Time Meta-Learning: Systems self-correct and alter their runtime execution graphs in real time, achieving continuous improvement without full retraining.
What do you guys think? Also while responding if you can share what field or profession you belong to it would be nice. I'm just gathering different perspectives.
Thanks for reading! This is my first post here. Excuse the blunders.
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