Why this directory exists
No technology is censorship-proof or surveillance-proof in every threat model. The useful question is which structural dependency a tool removes, which new assumptions it introduces, and whether those assumptions are visible enough to audit.
Verified starting points
llama.cpp
Local and cloud LLM/VLM inference in C/C++ across a wide range of hardware.
Review record
- Reviewed
- 2026-09-03
- Next review
- 2027-03-03
- State
- reviewed_primary
Observed: The project-controlled GitHub repository was retrieved and describes the goal of enabling LLM and VLM inference with minimal setup on local and cloud hardware.
Limit: Primary-project review confirms the current project locator and the bounded function described here. It does not prove security against all adversaries, anonymity, censorship resistance, maintenance guarantees, or fitness for a particular threat model.
Report basis: Cognitive Liberty Technology Ecosystem Research.md#structural-decoupling-framework
SimpleX Chat
Messaging architecture designed without global user identifiers.
Review record
- Reviewed
- 2026-09-03
- Next review
- 2027-03-03
- State
- reviewed_primary
Observed: The project’s primary site was retrieved and explicitly describes a network without user IDs, security audits, reproducible-build information, and project documentation.
Limit: Primary-project review confirms the current project locator and the bounded function described here. It does not prove security against all adversaries, anonymity, censorship resistance, maintenance guarantees, or fitness for a particular threat model.
Report basis: Cognitive Liberty Technology Ecosystem Research.md#structural-decoupling-framework
Briar
Peer-to-peer secure messaging designed to continue operating through disrupted or censored networks.
Review record
- Reviewed
- 2026-09-03
- Next review
- 2027-03-03
- State
- reviewed_primary
Observed: The project’s primary site was retrieved. This review confirms the project page and purpose, not resistance against every adversary.
Limit: Primary-project review confirms the current project locator and the bounded function described here. It does not prove security against all adversaries, anonymity, censorship resistance, maintenance guarantees, or fitness for a particular threat model.
Report basis: Cognitive Liberty Technology Ecosystem Research.md#structural-decoupling-framework
Nix & NixOS
Declarative and reproducible software builds and deployments.
Review record
- Reviewed
- 2026-09-03
- Next review
- 2027-03-03
- State
- reviewed_primary
Observed: The Nix/NixOS primary site was retrieved. The report-derived relevance is software supply-chain reproducibility for locally controlled cognitive tools.
Limit: Primary-project review confirms the current project locator and the bounded function described here. It does not prove security against all adversaries, anonymity, censorship resistance, maintenance guarantees, or fitness for a particular threat model.
Report basis: Cognitive Liberty Technology Ecosystem Research.md#structural-decoupling-framework
IPFS
Content-addressed peer-to-peer data distribution and retrieval.
Review record
- Reviewed
- 2026-09-03
- Next review
- 2027-03-03
- State
- reviewed_primary
Observed: The IPFS primary site was retrieved. Inclusion does not claim that IPFS guarantees availability, anonymity, or censorship resistance in every deployment.
Limit: Primary-project review confirms the current project locator and the bounded function described here. It does not prove security against all adversaries, anonymity, censorship resistance, maintenance guarantees, or fitness for a particular threat model.
Report basis: Cognitive Liberty Technology Ecosystem Research.md#structural-decoupling-framework
Matrix
Open, federated real-time communication architecture.
Review record
- Reviewed
- 2026-09-03
- Next review
- 2027-03-03
- State
- reviewed_primary
Observed: The Matrix primary site was retrieved. The directory records its role as an open communications protocol ecosystem without implying that all deployments share the same privacy properties.
Limit: Primary-project review confirms the current project locator and the bounded function described here. It does not prove security against all adversaries, anonymity, censorship resistance, maintenance guarantees, or fitness for a particular threat model.
Report basis: Cognitive Liberty Technology Ecosystem Research.md#structural-decoupling-framework
Reticulum Network
Cryptographic networking stack designed for heterogeneous and infrastructure-limited links.
Review record
- Reviewed
- 2026-09-03
- Next review
- 2027-03-03
- State
- reviewed_primary
Observed: The project-controlled primary site was retrieved. The report supplies the broader censorship-resilience interpretation.
Limit: Primary-project review confirms the current project locator and the bounded function described here. It does not prove security against all adversaries, anonymity, censorship resistance, maintenance guarantees, or fitness for a particular threat model.
Report basis: Cognitive Liberty Technology Ecosystem Research.md#structural-decoupling-framework
Tor Network
Onion-routing ecosystem for privacy-preserving and censorship-resistant access.
Review record
- Reviewed
- 2026-09-03
- Next review
- 2027-03-03
- State
- reviewed_primary
Observed: The Tor Project primary site was retrieved. This technical record is separate from ORG-CL-019 so organizational identity and technical function remain explicit.
Limit: Primary-project review confirms the current project locator and the bounded function described here. It does not prove security against all adversaries, anonymity, censorship resistance, maintenance guarantees, or fitness for a particular threat model.
Report basis: Cognitive Liberty Technology Ecosystem Research.md#structural-decoupling-framework
A directory is only useful if it can admit uncertainty and age.
Every stable record has a review date, next-review date, source basis, verification state, and limitation. A stale or unreachable resource should be marked accordingly in a future release rather than silently retained as current.