Research

From the frontier.

Papers and field notes from applied work across our five verticals — filter by topic below.

How we share

We publish because knowledge kept private isn't knowledge that compounds.

042
Optimizing Latency in Sparse Transformer Architectures
Paper2026
041
Interpretability Layers for Production Agent Handoffs
Paper2026
040
Transformer Forecasting Under Irregular Mobile-Money Cadence
Paper2026
039
Multi-Modal Alignment for Industrial IoT Surveillance
Paper2025
038
Recording Continuity Across Unplanned Power-Cycling Events
Field Note2025
037
Decentralized Task Routing in Heterogeneous Agent Fleets
Paper2025
036
Reducing Hallucination Through Retrieval-Time Constraint, Not Post-Hoc Filtering
Paper2025
035
Bias Auditing for Financial Anomaly Classifiers
Paper2025
034
Zone-Aware Object Detection for Low-Light Perimeter Cameras
Paper2025
033
Bandwidth-Adaptive Clip Compression on 2G Fallback Links
Field Note2025
032
Equipment Failure Prediction with Sparse Sensor Coverage
Paper2025
031
Voice-First Interfaces for Multi-Agent Task Delegation
Paper2025
011
Deploying RAG at Sub-Second Latency on CPU-Only Infrastructure
Field Note2024
010
Notes from a Factory-Floor Anomaly-Detection Rollout
Field Note2024
009
Neural Architecture Search for Constrained Edge Cameras
Paper2024
008
Parsing Paybill and Till Structures for Anomaly Detection
Paper2024
007
Documenting Model Limitations Before a Compliance Review Asks
Field Note2024
006
Failure Modes in Single-Model Reasoning Over Non-Linear Tasks
Paper2024
005
Semantic Reranking for Regulatory-Document Question Answering
Paper2023
004
Six Months of Logistics Forecasting Errors, Reviewed Honestly
Field Note2023
003
Temporal Analysis for Loading-Bay Activity Classification
Paper2023
002
Demand Forecasting Under Sparse Historical Data
Paper2023
001b
A First Pass at Interpretable Anomaly Scoring
Paper2023
001
Early Notes on Multi-Agent Coordination for Field Deployments
Field Note2023
Selected papers and field notes — numbers reflect our internal archive sequence, including unpublished work Request full archive access →

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