Research, product development, experiments, releases, and technical milestones—documented as the work evolves.
A dated public record of meaningful work. Formal updates and existing public release records are shown together; internal provenance remains in Admin.
Frequency SafetyProtocol explores how legitimate free and shared connectivity can be used safely by separating network usefulness from network trust, protecting public-network traffic, minimizing resource use, preserving privacy, and using cellular only as a fallback.
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Published research updates and existing Altru.dev release records, ordered by date.
Recent work on agentic systems keeps exposing the same pattern: improving one layer rarely removes failure; it often relocates it. The practical problem is to preserve uncertainty, authority, provenance and evidence across the whole execution path.
The Brain and the MachineWhat Human Intelligence Reveals About AI GovernanceComparisons between the human brain and artificial intelligence usually begin with obvious measurements: neurons versus parameters, synapses versus weights, memory versus context windows, biological signalling versus computa
Architecture Should Remember Enough of Its Past to Make Its Possible Futures VisibleI have been thinking more about Living Architecture Nodes, and I think I am only now starting to understand what the second half of the idea actually is.The first half came from a fairly simple problem. Software chan
This technical research note examines the privacy implications of AI text watermarking and model provenance, using Anthropic’s Claude watermark as a current case study. It introduces provenance-mediated identity linkage: the risk that a non-identifying AI watermark could still contribute to user or human attribution when correlated with generation records, timestamps, session data, account metadata, semantic fingerpr
An interactive automotive mystery and garage strategy game where you investigate Northline Auto’s buried past, manage a growing crew, take legal and criminal jobs, and shape one of nine possible outcomes.
Crystalline Guard and its DDC bootstrap integration were advanced as part of Altru.dev assurance and drift-control work.
The LSI runtime and its job, runner, package, and token interfaces were integrated into the Altru.dev administration environment.
Patch lineage, backup lineage, state projection, governed transition records, and related execution controls were expanded across Altru.dev.
Operational controls expanded across backup, repair, security hardening, reporting, managed files, and runner interfaces.
Altru.dev gained dedicated Product Test Lab integration for hosted product testing and product-page workflows.
An interactive automotive mystery and garage strategy game where you investigate Northline Auto’s buried past, manage a growing crew, take legal and criminal jobs, and shape one of nine possible outcomes.
Local-first image viewer and editor with safe export, batch resize, redaction, printing, icon sets, and Pro tools.
The hosted test and evidence environment advanced with bounded runtime, migration, backup, security, and reporting components.
Privacy-first visitor reporting and country-aware analytics were established as part of the Altru.dev administration environment.
Image Fit+ restored after a rejected oversized promotional video request and protected against future empty-form overwrites. Product copy, privacy, SEO metadata, and review status were preserved.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.
Seeded as part of the iridescent Altru.dev product system.