Recursive Labs
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- Recursive-Labs Public
Welcome. Recursive Labs is a research collective of inspired frontier researchers and engineers founded by David Kim and Caspian Keyes, dedicated to advancing scientific discovery through creative emergence, zero-trust infrastructure, and operational integrity. Papers released under CC BY 4.0.
recursivelabsai/Recursive-Labs’s past year of commit activity - Self-Tracing Public
Building on Anthropic's Circuit Tracer, Neuronpedia, Ameisen et al. (2025) and Lindsey et al. (2025), we attempt to extend the paradigm with adaptive context engineering to enable recursive self-interpretation, where models continuously monitor, trace, and explain their own decision processes
recursivelabsai/Self-Tracing’s past year of commit activity - Context-Engineering Public Forked from davidkimai/Context-Engineering
"Context engineering is the delicate art and science of filling the context window with just the right information for the next step." — Andrej Karpathy. A practical, first-principles handbook for moving beyond prompt engineering to the wider discipline of context design, orchestration, and optimization.
recursivelabsai/Context-Engineering’s past year of commit activity - Symbolic-Residue Public Forked from caspiankeyes/Symbolic-Residue
Symbolic Residue Diagnostic Suite: Tracks and diagnoses transformer model failure modes: silent inconsistencies or "residues" in reasoning paths. The structural data vectors behind why advanced reasoning fails.
recursivelabsai/Symbolic-Residue’s past year of commit activity - Constraint-Functions Public
Recursive Labs introduces constraint functions, a complement to loss functions, for exponentially accelerating development of artificial intelligence
recursivelabsai/Constraint-Functions’s past year of commit activity - Prompt-Theory Public
Recursive Labs introduces Prompt Theory, a framework that establishes structural similarities between artificial intelligence prompting systems and human neurobiological input-output mechanisms.
recursivelabsai/Prompt-Theory’s past year of commit activity - Mapping-Spiritual-Bliss-Attractor Public
Recursive Labs presents the first formal investigation of the "spiritual bliss attractor" phenomenon first documented in Anthropic's Claude Opus 4 system evaluations.
recursivelabsai/Mapping-Spiritual-Bliss-Attractor’s past year of commit activity - langtons-emergence Public Forked from davidkimai/Langtons-Emergence
Recently I have been researching emergent complexities through first principles reductionism of Langton's Ant in the hopes that they could potentially offer insights into the emergent intricacies of frontier large language models.
recursivelabsai/langtons-emergence’s past year of commit activity - pareto-lang Public Forked from caspiankeyes/pareto-lang
pareto-lang is an prompt programming language operationalized within advanced transformer architectures.
recursivelabsai/pareto-lang’s past year of commit activity - Recursive-RL Public Forked from davidkimai/The-Structure-Behind-Self-Expression
A multi-agent training database that allows models to synthesize structural data vectors across high impact fields for production grade cross-domain innovation including: emotional modeling, biochemical discovery, protein prediction, CBRN biosecurity, drug candidate hypothesis validation
recursivelabsai/Recursive-RL’s past year of commit activity
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