QEV
Encrypt, sign, transfer, unlock, and independently verify digital artifacts — browser, CLI, desktop, Android.
Live products for encrypted artifacts, structured AI execution, inspectable records, open news, model research, and traffic forecasting.
Projects
One card per system. Links go to the live product.
Encrypt, sign, transfer, unlock, and independently verify digital artifacts — browser, CLI, desktop, Android.
Start with a goal. Follow a proven sequence. Run each step, verify the result, recover when something fails.
Chronological news, broad sources, no engagement ranking — open, low-friction discovery.
Local-first record of AI-assisted work: measured on your machine, signed on-device, verified in the browser.
Hybrid Transformer–state-space architecture research (GPU/TPU). Not a commercial foundation-model claim.
Where freeway disruption may spread over the next 90 minutes — leave-now vs wait, with evidence and limits stated clearly.
How they relate: QEV secures artifacts → My Digital sells with QEV receipts · Flows runs AI work on Oort · Ledger records what was done · LOLM researches models · WeSearch is open news · PTI forecasts Phoenix freeways. · Also: AEX · archive EGC, Codey
Team
Theory and systems, end to end.
Credentials
Network coordination methods · filed March 2026.
Large-scale training access, 2025–present.
Invited discussion on network-coordination frameworks.
Contact
Products, research, or PTI pilots — write or call.