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Lesz-Xi/README.md

Hi, I'm Lesz

Developer, Researcher & Photographer · Philippines

TypeScript Python Next.js React Supabase PostgreSQL Vercel

I architect systems at the boundary of code and inquiry — from causal AI research platforms to immersive web experiences. Development is my form of publication. Every system I build is treated with the rigor of a research paper and the precision of a surgical instrument — functional, communicative, and hard-to-vary by design.

🔬 wuweism.com — MASA: a trust-first AI architecture for scientific discovery, causal governance, and auditable reasoning.


Current Projects

  • 🧪 Crucible — MASA research workbench. The production surface for closed-loop scientific analysis.
  • 🛡️ academic-integrity-agent — AI verification agent with burstiness analysis, perplexity tracking, and human variance preservation.

Earlier Work


What I'm Building

My primary work is MASA — a causal AI research platform built on Pearl's do-calculus, designed to close the loop between hypothesis, intervention, and counterfactual reasoning.

  • Closed-loop AI scientist — Hypothesis generation → causal evidence extraction → claim falsification → epistemic memory
  • Causal Engine — Graph surgery, forward substitution, structural counterfactuals. If the LLM disappeared, the core computation would still run.
  • Sovereign Memory — RAG architecture that tracks confidence, not just recall.
  • Read the white paper →

Lineage

Pearl's do-calculus. Popper's falsifiability. Deutsch's criterion that good explanations are hard to vary. Maltz's cybernetic self-image. These are not influences — they are load-bearing walls.

Causal inference · Theoretical neuroscience · Philosophy of science · Higher-order cognition


Photography

Photography is how I train my eye. The same discipline that produces a decisive frame produces a decisive interface.


GitHub Activity

GitHub Activity Graph


Connect

LinkedIn Portfolio Wu-Weism GitHub



为学日益,为道日损

In pursuit of knowledge, every day something is added. In pursuit of the Way, every day something is dropped.

— Tao Te Ching, Ch. 48

Pinned Loading

  1. crucible crucible Public

    MASA research workbench — closed-loop scientific analysis, causal governance, and auditable reasoning

    TypeScript

  2. masa-orchestrator-mcp masa-orchestrator-mcp Public

    MCP orchestrator for MASA — multi-model pipelines with epistemic constraints

    TypeScript

  3. academic-integrity-agent academic-integrity-agent Public

    The Academic Integrity Agent: A specialized AI tool for generating and refining essays and technical docs with burstiness analysis, perplexity tracking, and preserved human variance.

    HTML

  4. hiv-entropic-vise hiv-entropic-vise Public

    Entropic analysis framework for HIV research — information-theoretic sequence modeling

    TeX

  5. voltagent-crucible-client voltagent-crucible-client Public

    VoltAgent client bridge for Crucible — real-time agent orchestration

    TypeScript

  6. lesz25 lesz25 Public

    My Personal Portfolio

    JavaScript