▶ COMPUTE FLOPs — actual arithmetic done FLOPs / step : 87.1 MFLOPs Total FLOPs : 63.47 GFLOPs Sustained rate : 173 GFLOP/s (0.56% of RTX 5070 FP32 peak ~31 TFLOPs) FLOPs / token : 4,976 (a 7B transformer does ~14B / token — 2,813,505x more) ▶ LATENCY & CONCURRENCY Per-step wall time : 504.6 µs (one new token for all 17,496 sequences) Per-sequence latency: 504.580 µs / token Sequences / second : 47,564 ▶ WALL-CLOCK PROJECTIONS — at the hero rate generate 1 million tokens → 28.8 ms generate 1 billion tokens → 28.84 s generate the full FineWeb bin (~7.2B tok) → 3.5 min generate all of English Wikipedia (~3B) → 1.4 min ▶ ENERGY ENVELOPE — back-of-envelope Energy / token : 5.768 µJ Tokens / joule : 173,372 Tokens / watt-hour : 624.1 million ▶ INDUSTRY COMPARISON — single-query token rates GPT-3.5 Turbo (~100 tok/s) → 346,744x faster GPT-4 Turbo (~70 tok/s) → 495,348x faster Llama-2-7B on A100 (vLLM) → 23,116x faster Groq LPU (Llama-3-70B) → 115,581x faster
AIVR is an integrated AI platform delivered as SaaS or on‑prem. One Cockpit. One Market. One Wallet. Everything built to work together.
The flagship SaaS bundle. Cockpit + Market + Office + Wallet + Modules. Pay as you go.
Provision the full Cloud Foundation on your own infrastructure. Enterprise licensed.
Free in-browser compression for files under 1 GB. No account required.
The flagship bundle. Everything you need to run an AI operation — command, marketplace, operations, billing, and the module layer that does the work.
Command center and agent orchestration. Seven pillars: Cockpit, Nerve, Brain, Swarm, Pulse, Measure, Sentinel.
Token and module marketplace at market.aivr.site. Limit orders, time-priority matching, GoTokes integration.
Multi-tenant ops. Run every brand you own — sites, mail, socials, assets — from one cockpit.
Central ledger. Tokens earned, purchased, spent. Usage-based billing and enterprise invoicing.
Composable modules beneath the Cockpit. Each does one job; together they form the AIVR runtime.
AIVR SaaS isn’t pure cloud. Some components live on your machine so the cloud can reach your files, your terminal, and — optionally — your compute.
Mandatory local bridge for SaaS. Exposes your filesystem as the scratch workspace for cloud sessions.
Terminal base for AIVR. Script every part of the platform from your shell and CI pipelines.
Turn your phone or desktop into a compute worker. Earn tokens by contributing to the AIVR Farm.
Enterprise installer and manager. Provision the entire Cloud Foundation stack on your own hardware. Windows Server 2025, 78 packages, role-based, resumable, validated end-to-end.
Free lossless compression for files under 1 GB. Upload, we process through the same engine behind our Hutter Prize submission, then you download the compressed archive.
GF(9) double-helix + 65M-parameter reader + arithmetic coding. State-of-the-art ratios on text and structured data.
Compress a file →Something new is coming. An operating system designed for the next layer of computation — not the last.
Details when we’re ready.
Consumer brands shipping products on top of AIVR Cloud Foundation.
Wireless PCVR streaming for Meta Quest and AR glasses. Replaces SteamVR. Sub 0.5 ms compositing.
Consumer brand built on AIVR. Coming soon.
Active research programs that feed the product roadmap.
Byte-exact lossless compression of 1 GB Wikipedia XML. Targeting ≤ 108 MB — beating the current public record.
Post-Babylonian AI on the Intel NPU. GF(9) field math, 22 Proto-Sinaitic axioms, ~2500× fewer FLOPs than standard attention.