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Prompy: Compact Prompting for Full Python Pipelines
Prompy proposes a minimalist, declarative language designed to turn compact task descriptions into complete Python scripts using large language models (LLMs). Unlike traditional code generators or domain-specific languages (DSLs), Prompy reduces the user’s input to a short, structured YAML-like file that can be directly interpreted by prompt-based systems to yield working, self-documenting code. This architecture…
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Learning Like Us: A Proposal for a Configurable Learning Stack with Simulated Worlds for AGI and ASI Training
This paper proposes a configurable architecture for training artificial general intelligence (AGI) and artificial superintelligence (ASI) through immersive simulation. Inspired by iconic platforms like SimCity, Second Life, and the evolving Metaverse, we introduce the Learning Stack: a modular, multi-layer system capable of hosting diverse and adaptable virtual environments that emulate the human learning process. The…
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Intelligence Is Meant to Be Shared
In a time where artificial intelligence (AI) is rapidly expanding, it becomes essential to rethink what intelligence is — and what it means for the future of human evolution. Rather than viewing AI as a separate force, we can understand it as a natural extension of ourselves. AI is not foreign — it is intelligence…
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The Equation of Wisdom: An Intuitive Approach to Balancing AI and Human Values
We are living in an era of unprecedented technological advances, where artificial intelligence (AI) and autonomous systems are rapidly reshaping the world around us. However, with every new frontier we cross, a crucial question arises: are we merely creating smarter machines, or are we also approaching the development of truly wise systems? This distinction is…
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The Framework of Collaboration: Designing the Future of Work Through People-Robot Collaboration
Technology’s rapid evolution has fundamentally altered how we work, creating an unprecedented opportunity for humans and machines to collaborate across every layer of enterprise operations. This book introduces The Framework of Collaboration, a visionary approach that reimagines the modern organization as a five-layer system where people and machines work in tandem. By aligning roles across…
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Sentient by Design: The Evolution of Intelligent Systems
The term Sentient by Design represents a paradigm shift that this book uniquely proposes, reframing the way we conceptualize artificial intelligence (AI). Traditionally, AI systems have been constructed as tools—programmed to operate within the parameters of predetermined rules and decision-making frameworks. Their purpose has primarily been one of efficiency: solving problems, making data-driven predictions, or…