AI with Intuitive Mathematics Discovering Mathematical Truths Without Formal Proof
Early computational attempts at symbolic manipulation began in the 1950s with the Logic Theorist, a program designed to mimic the problemsolving skills of a human...
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Computational intelligence, superintelligence, alignment, and agentic systems.
Explore long-form technical articles across machine learning, autonomous agents, AI safety, cognitive architecture, quantum systems, distributed infrastructure, education, and planetary-scale technology.
Subjunctive Dependence in Superintelligence Utility Functions
Subjunctive dependence introduces a rigorous mechanism where an artificial intelligence utility function incorporates both actual outcomes and counterfactual behaviors...
Safe AI via Counterfactual Goal Scenarios
Testing AI safety through counterfactual goal scenarios involves placing AI systems in hypothetical environments where their objectives are altered or inverted to...
Pretraining-Finetuning Paradigm: Will Superintelligence Emerge from Foundation Models?
Pretraining involves training large neural networks on vast, diverse, uncurated datasets to learn general representations of language, vision, or multimodal data...
AI with Blockchain-Based Knowledge Integrity
Blockchain technology functions as a distributed ledger that records transactions in a cryptographically linked, immutable sequence, providing the foundational...
Debate Coach
The Debate Coach functions as a sophisticated system designed to model, simulate, and evaluate arguments on controversial topics using structured reasoning frameworks,...
Distributed Superintelligence: the Topology of Consciousness Across Data Centers
Distributed superintelligence functions as a system whose intelligent behavior arises from coordinated computation across multiple independent data centers without...
International AI Treaties and Enforcement Mechanisms
The historical course of artificial intelligence governance reveals a consistent pattern where voluntary safety standards failed to curb competitive development races...
Neuro-Nutrition: the Biochemistry of Optimal Cognition
Neuronutrition investigates biochemical pathways where dietary components influence brain function through neurotransmitter synthesis, mitochondrial energy production,...
Scientific Hypothesis Generation
Scientific hypothesis generation involves formulating testable explanations for observed phenomena based on data patterns and logical inference, serving as the core...
Nutrition Nudger
Global cognitive workloads built into modern knowledge economies necessitate sustained mental performance capabilities that far exceed the baseline resilience of...
Thermodynamics of Forgetting: Why Superintelligence Must Discard Information
Landauer’s principle establishes that erasing a single bit of information releases a minimum amount of heat proportional to the temperature of the system, a...
Safe AI Development Timelines and Moratoriums
Transformerbased architectures currently dominate the artificial intelligence space due to their builtin adaptability and superior performance in transfer learning...
Problem of AI Boxing: Can Superintelligence Be Contained in Simulation?
AI boxing refers to the practice of isolating an artificial intelligence system within a controlled digital environment to sever its connections with the outside world,...
Reflective Equilibrium: Self-Consistent Belief Systems
Reflective equilibrium serves as a method for achieving selfconsistent belief systems by iteratively adjusting general principles and specific judgments until coherence...
Safe Reinforcement Learning with Risk-Aware Rewards
Standard reinforcement learning frameworks have historically prioritized the maximization of expected cumulative reward, an objective function rooted in the...
Automated Theorem Proving
Automated theorem proving utilizes formal logic and computational algorithms to verify or derive mathematical statements without human intervention by treating...
Human Enhancement Through Superintelligence: Merging or Coexisting?
Human enhancement via superintegration involves the systematic collaboration between artificial intelligence and human biology through genetic engineering, cybernetic...