Research

Six papers defining Personal Context Management as a software category. The first academic treatment of persistent, structured, user-owned context for AI agents.

Published
Personal Context Management
Published
Paper 1

Personal Context Management: Defining the Category

27 years of PKM surveyed. The thesis: your AI starts every session as a stranger because stateless is cheaper, not because memory is hard.

8.1/10 ALIVE accuracy 789 lines LaTeX Apr 2026
PCM-Eval: Benchmark Results
Published
Paper 6

PCM-Eval: Structured Context Beats Raw Dumps

Controlled benchmark. Four context strategies tested. Less context, better structured, wins every time.

+14% accuracy 5x fewer hallucinations -32% tokens
In Draft
Context as Code
Draft
Paper 2

Context as Code: A Novel Pattern

Plain files, bash hooks, agent runtime. 1,400+ papers surveyed — no named pattern exists for what ALIVE does. The technical architecture paper.

1,400+ papers surveyed 0 prior art found
Context as Property
Draft
Paper 3

Context as Property: The Ownership Thesis

Your context is property, not platform data. Export, inherit, delete — the three tests every system must pass. Six platforms compared.

6 platforms tested 3 property rights tests
ALIVE Whitepaper
Draft
Paper 4

The ALIVE Whitepaper

8 months, 5 versions, 567 commits. The full system design from System Zero to ALIVE v3. How the context runtime works and why it's built this way.

567 commits 5 major versions
Context Attack Surface
Draft
Paper 5

The Context Attack Surface

Context poisoning. Context capture. Context graph exploitation. Three attack pillars for systems that remember. The security paper nobody wants to write.

3 attack pillars In progress
Foundation
The Lock-in Lab Manifesto
v8
Manifesto

The Manifesto — Eight Versions in One Day

"Bitcoin removed the bank. We removed the platform." The philosophical foundation. Written February 18, 2026.

Enterprise Context Architecture
v1
Whitepaper (original)

Enterprise Context Architecture

The original research. July 2025. Written before the BOM went viral, before national TV, before any of it. The thesis was always there.