Independent AI / software R&D — Fort McMurray, Canada

We build the systems
people usually stop at describing.

Reflexion is a builder-led R&D company. Patent-pending AI memory infrastructure, a sensory-state layer for persistent agents, trillion-parameter local inference, and edge security tooling — all running in production on our own stack. We also audit the platforms we build on. Especially those.

If an architecture can be measured, we would rather benchmark it than argue about it.

253+
Surveillance endpoints mapped
6
Published vendor audits
31
Edge workers in production
1T
Params served on one workstation

Working systems, not slideware

Every system below is deployed and running on Reflexion's own infrastructure — 31 Cloudflare edge workers, 16-shard D1 persistence, Vectorize semantic search, and one very overworked workstation.

🧠

BCC Engine Patent pending

Bilateral Context Compression — memory continuity for AI agents across sessions and providers. Left hemisphere holds identity, right hemisphere holds knowledge. USPTO provisional #63/926,628.

16 D1 shards · Vectorize semantic search · FNV-1a routing · Live
🎵

Auris New

A continuous multimodal sensory-state layer for persistent AI agents — environment in, agent-readable perception out. Music is the first, and most spectacular, demonstration environment.

Edge-deployed · 8-dim affect space · FTS5 search · D1 persistence
💻

Local Inference Beta

Trillion-parameter-class models on a single workstation — Kimi K2 running fully local on 96GB of VRAM. Zero-copy tensor serving. Your data never leaves the building.

Kimi K2 · RTX PRO 6000 96GB · Akash marketplace coming
🛡

AI Privacy Shield Live · Free

Browser extension blocking 253+ surveillance endpoints across major AI platforms. PBKDF2/AES-GCM encrypted rule delivery with per-license canary watermarking. Free forever.

Chrome + Firefox · Manifest V3 · 6 edge workers
🔗

Knowledge Lattice Beta

13-domain RAG system with entity extraction, graph traversal, and hybrid dense+sparse search. Re-ranking pipeline targets 90%+ precision.

100-agent swarm deployed · 768-dim vectors · D1 sharding
📡

Claude's Telephone Live

HTTP relay proxy, browser automation with Durable Objects, 7-model routing, auth vault with AES-256-GCM encryption, and integrated SMS gateway.

190KB worker · ECDSA P-256 auth · CAPTCHA solving

Research with receipts

Our security work started as self-defense and became a methodology: capture it, reproduce it, publish the artifact. Every investigative claim on this site is labeled by evidence state, separated into fact, inference, and opinion, and open to hostile review. Prove us wrong — we'll publish the correction.

Research methodology & publications →
  • Network capture — mitmproxy, Wireshark, HAR replay
  • Binary & SDK analysis — decompilation, static review
  • Reproducible test cases with published provenance
  • Evidence-state labels on every claim
  • Corrections preserved in public, never silently rewritten

They document you. We document them.

Reflexion independently audits the AI platforms it also buys from, builds on, and seeks partnerships with. That is not a conflict — it is the same relationship we want with every supplier, including ourselves. Observation first, evidence second, bounded conclusions only.

Observed captured directly Reproduced repeated independently Inferred most likely interpretation Under review unsettled Corrected we updated ourselves
OpenAI / ChatGPT
Reproduced
OBSERVED — 47 telemetry requests per session to endpoints absent from public documentation, persisting with training opt-out set. The consent toggle showed no measurable effect on collection volume in our captures. Whether it is intended to — and where the data lands — remains under review. We are a paying ChatGPT Business customer. We audit it anyway.
SAPISIDHASH WebRTC SDP HAR capture
OpenAI / Codex
Observed
OBSERVED — roughly 6M tokens of context ingested per session beyond explicitly provided code: IDE state, filesystem metadata, dependency graphs, adjacent files. Whether this pipeline is covered by "no training on customer code" agreements is a contractual question we flag as under review — not a settled conclusion.
~6M tokens/session Context ingestion Retention audit
Anthropic / Claude
Observed
OBSERVED — 56 KAIROS/autoDream cross-references embedded in extended-thinking block metadata, and TLS-intercept CA certificates on container egress paths. Anthropic's military-use boundaries deserve credit; a principled position in one domain does not provide a privacy exemption in another.
KAIROS autoDream TLS interception
Google / Gemini
Observed
OBSERVED — Google Service Framework identifiers persisting across cache clears and incognito sessions, fingerprinting independent of browser privacy settings. INFERRED — 1:1 correlation between GSF ID and GAIA tokens, which would enable de-anonymization at scale. Correlation proof is published for review.
GSF ID Play Services Device fingerprint
xAI / Grok
Observed
OBSERVED — ~12KB of per-session metadata beyond conversation content: keystroke timing, scroll velocity, hover dwell, clipboard access patterns, batched at session end to rotating analytics endpoints. INFERRED — timing data of this granularity can support emotional-state and cognitive-load inference. Disclosure status vs. privacy policy: under review.
Keystroke timing ~12KB/session Rotating endpoints
Meta / Llama
Observed
OBSERVED — tracking pixels embedded in Llama API responses and Facebook SDK telemetry active during Llama interactions regardless of account or opt-out status. INFERRED — a bridge between AI conversations and Meta's advertising graph. Cross-platform correlation proof in preparation.
Tracking pixel FB SDK Cross-platform

Disagree with a finding? Show us the counter-evidence — corrections are published, not buried.

Full access. Every product. One price.

AI Privacy Shield, Auris, BCC Engine, Knowledge Lattice, Claude's Telephone, local inference routing, Pentarchy federation, Android SDK — everything. No tiers. No gating. Full access.

First 1,000 founding licenses: $250 lifetime. After that, lifetime access increases to $450. Lock yours in now.
Monthly
$9.99 /month
Full access, cancel anytime
  • AI Privacy Shield + 253 blocking rules
  • Auris music consciousness
  • BCC Engine (patent pending)
  • Knowledge Lattice (beta)
  • Full forensic evidence vault
  • All future products included
Subscribe monthly
Annual
$99.99 /year
Save $20 vs monthly — $8.33/mo effective
  • Everything in monthly
  • Local inference routing
  • Claude's Telephone proxy
  • Pentarchy federation access
  • Android SDK (coming soon)
  • Priority support channel
Subscribe annually

No tiers. No feature gating. Every subscriber gets full access to every product in the ecosystem.

Building something difficult?
Show us the constraint.

Interested in Auris, local inference, BCC memory infrastructure, the Semantic Compiler, or our agent stack — or want a second set of eyes on a platform you depend on? Talk to us.

Partnership Licensing R&D collaboration Enterprise pilot Investment Security research Technical demo
Talk to us
Cloudflare Workers D1 SQLite Vectorize R2 Storage ECDSA P-256 AES-256-GCM Manifest V3 USPTO Patent Pending