Projects
ElizaBeta: A model for entrepreneurs
Trained on Colombian corporate and commercial law, ElizaBeta analyzes court rulings, arbitral awards, administrative filings, and current regulations to serve as a corporate legal advisor.
ElizaBeta functions as an enhanced in-house counsel: it integrates legal, sectoral, and economic data with faster response times, 24/7 availability, and significantly lower operating costs.
Developed using computational linguistics, natural language processing, and rigorous data preprocessing, its architecture features descriptive (non-generative) artificial intelligence. With evaluation metrics reaching 92%, it stands as a reliable model, strictly free from hallucinations.
OLA: Arbitral Award Observatory
OLA is a model that automatically and continuously tracks, centralizes, and organizes all publicly available web information regarding dispute resolution mechanisms.
At VillateLab, we leverage OLA to ensure seamless access to data and insights on disputes involving public interests.
OLA is our commitment to core principles: transparency, access to information, and the traceability of decision-making.
Polyedro
Polyedro is a model that integrates multiple resources to address a challenging question regarding legal certainty standards within decision-making systems: Why, when faced with similar factual scenarios, does the judicial system reach divergent or even contradictory decisions?
Conceived and developed in 2018 as part of my doctoral thesis, Polyedro articulates computational linguistics, natural language processing, complex social systems theory, discourse analysis, and statistics.
As an integral tool of the VillateLab ecosystem, Polyedro provides access to data on decision-making trends, judicial bifurcations, and legal certainty.
Vita (The first neural network for arbitration and infrastructure)
Vita was the first neural network I developed (2021). I presented it at an arbitration conference where it was met with considerable skepticism, indifference, and unease.
The reaction was not surprising. Vita heralded a new reality: one shaped by the ability of “soft machines” to replicate (and even surpass) complex inferential and argumentative processes previously considered exclusive to human intelligence.
As part of the VillateLab ecosystem, Vita provides access to reliable information and insights in the fields of arbitration and infrastructure.
ALLMEDIA.PRESS
VILLATELIBROS
EBOOKVUH
an open access digital platform that allows authors to take their texts to all parts of the world.