24 projects
explainiverse
Unified, extensible explainability framework with audited method metadata and evaluation diagnostics
pollard
Governed execution trees for AI agents: budget it, gate it, replay it.
chronofy
Temporal validity framework for time-aware AI systems. Implements the Temporal-Logical Decay Architecture (TLDA) for retrieval-augmented generation.
corpusgen
Language-agnostic framework for generating and evaluating speech corpora with maximal phoneme coverage
epistemic-edge
Air-gapped neuro-symbolic AIoT framework: 1-bit LLM cognition over mathematically verified, temporally valid edge state.
tokenmaster
Core context-budget metering and decision engine for LLM applications: normalized token accounting, effective-budget gauges, turns-to-exhaustion prediction, and compaction/handoff decisions.
ctxmaster
Visualization layer for tokenmaster: terminal context gauge and renderers for LLM context-budget metering.
arcmind
Causal dual-rate sequence backbone for streaming sensor policies
i3cex
I3C-EX: Extension layers for MIPI I3C targeting edge AI and edge ML workloads.
stegaQR
Neural steganographic data embedding in QR codes with switchable channel modes
mcp-edge
Extend the Model Context Protocol (MCP) to edge and IoT devices: a bridging gateway, a lightweight MCP-Lite server, and a four-tier device taxonomy.
hashrope
Hash rope: a BB[2/7] balanced binary tree with polynomial hash metadata for O(log n) concat, split, substring hashing, and O(log q) repetition encoding.
cdxf
Compact Data Exchange Format -- universal binary interchange for JSON, YAML, XML, and TOML
jsonld-ex
JSON-LD 1.2 extensions for AI/ML: confidence algebra (Subjective Logic), FHIR R4 interoperability (31 resource types), provenance, and security hardening
xrag-temporal
Time-aware uncertainty for RAG — temporal decay of evidence confidence using Subjective Logic
hashrope-bio
Computational biology applications of hash rope data structures
uhc
Unified Hash-Compression Engine: compressed-domain hashing over LZ77 streams
cbor-ld-ex
Compact Binary Linked Data with Semantic Reasoning for Constrained IoT Networks
trustandverify
Agentic knowledge verification using Subjective Logic confidence algebra
trustgraph-jac
TrustGraph — Jac/Jaseci OSP agentic walker for trustandverify knowledge verification
nexus-ml-metrics
NEXUS: A Novel Energy eXamination Using Switching-activity-based Tokens — Physics-grounded energy efficiency framework for machine learning systems
compatibillabuddy
Hardware-aware dependency compatibility framework for Python ML stacks
multispecqr
Encode and decode multi-spectral / multi-layer QR codes (RGB, UV, NIR) with optional ML-based separation.
facecloak-suite
Placeholder release — full code coming soon.
