Press kit · for journalists, researchers, AI-newsletter writers

CyberdyneLabs fact sheet.

Everything you need to write about CyberdyneLabs accurately. Plain-language claims with source links. Hi-res logos. Direct media contact. If a number on this page doesn't reconcile with something else we publish — please email and we'll fix the inconsistency that day.

Media contact

[email protected]

Subject line: "Press — [your outlet]". We respond within 24h UTC.

Claim discipline. ADAM is on an AGI track; it is not AGI today. Our ARC-AGI-3 result is a non-official self-evaluation, not a Kaggle leaderboard rank submission. PhysarumChain is a testnet/prototype, not mainnet. Internal layer names (geometric/Clifford/Physarum) describe how things are built; the headline is what they do.

One-paragraph summary.

CyberdyneLabs is an independent AI infrastructure lab building sovereign cognitive systems. Its core asset is ADAM, a local C++ cognitive engine being engineered toward proto-AGI through measurable loops: world model, memory, reasoning paths, action, verification, self-correction, and learning. The lab also builds PhysarumChain, a C++20 blockchain prototype for signed and independently verified machine knowledge; FrankensteLLM / GIGACHAD_NATIVE, a multi-organ model runtime with verifiers and DAG evidence; Surgery, a measured model-operation lab; and native C++/CUDA runtime proofs such as v4_native (DeepSeek V4-Flash research runtime).

Headline numbers.

ARC-AGI-3 self-evaluation

26.71% · 73 / 183 levels

ADAM self-evaluation scorecard, 2026-07-03. 1 393 actions. Non-official: not a Kaggle submission, not a leaderboard rank claim. Used as an engineering gate for the cognitive loop, not as a #1 marketing line.

Source: /arc-agi-3 · /r/ARC_AGI_3_SELF_EVAL_REPORT

ADAM cognitive loop

world model · memory · reasoning · action

Perceive → world model → memory/belief → reasoning paths → action/planner → observe outcome → verify/correct → self-curriculum. The closed loop is the product, not the graph size.

Source: /adam

ADAM compute

1 × RTX 3060 Ti · 8 GB

All current ADAM results obtained on a single consumer GPU. No data centre. No cloud rental. No external API. Sovereign by default.

Source: /adam

PhysarumChain throughput

~266 TPS · Ed25519

C++20 Layer-1 prototype. ~266 TPS confirmed single-thread with Ed25519 verification; ~51K tx/s parallel verify. Testnet, not mainnet — production gates are matrix extraction, schema v4, Docker operator path, TLS/Noise, WAN test, external audit.

Source: /physarum · /chain testnet

FrankensteLLM organism

dispatcher · organs · verifiers · DAG

Not "prompt → 7B → answer". A verified organism: dispatcher routes to specialist model organs; verifiers gate each output; DAG records evidence; food/poison reinforcement adjusts routing. Top brain only when needed.

Source: /frankenstellm

Production local runtime

83.58 tok/s · Q4 7B (Physarium-7B)

Physarium-7B (Qwen 2.5 surgered base) on RTX 3060 Ti via llama.cpp clean-room CUDA backend. This is the production speed, separate from research runtime numbers.

Source: /r/CURRENT_TRUTH_LEDGER

v4_native (research runtime)

DeepSeek V4-Flash · 284 B / 8 GB

284 B-total / 13 B-active MoE end-to-end on a single 8 GB GPU via expert streaming. Current pace ~12 s/token after 3.1× speed-up — a research runtime proof, not a chat-serving product.

Source: /r/V4_FLASH_TECH_BRIEF · /surgery

Hypercolony (simulation)

1 024 agents · 4D grid

Tessaract 16×16×8×5 with three competing clans. Civilizational-cycle dynamics emerge from the strategy mix without scripted rules. Research line, not a product claim.

Source: /hypercolony · live 4D simulator

Verifiable claims with sources.

Every claim we make on the site is backed by a dated report file in /r/. Primary source for any number is the report file.

"ADAM ARC-AGI-3 self-evaluation: 26.71% / 73 of 183 levels / 1 393 actions, 2026-07-03." Non-official scorecard; not a Kaggle submission and not a leaderboard rank claim. Used as an engineering gate for world-model, action, and memory loops. → /arc-agi-3 · /r/ARC_AGI_3_SELF_EVAL_REPORT
"PhysarumChain measured ~266 confirmed TPS single-thread with Ed25519." ~51K tx/s parallel verify. Testnet/prototype on commodity hardware — mainnet would need parallel Ed25519 hardening, sharded mempool, consensus hardening, TLS/Noise, WAN test, and external audit. → /physarum · testnet code
"Physarium-7B Q4 production speed: 83.58 tok/s on RTX 3060 Ti." Via the llama.cpp clean-room CUDA backend. This is the production local-runtime number — not the v4_native research number, not the Q4 resident ChatML number. Each speed is labelled by runtime path. → /r/CURRENT_TRUTH_LEDGER
"v4_native (DeepSeek V4-Flash) runs 284 B / 13 B active on 8 GB GPU end-to-end." Research runtime ~12 s/token after a 3.1× speed-up; correct Paris top-1 output with logit margin 11.13. Not a chat-serving product. → /r/V4_FLASH_TECH_BRIEF
"No data centres. No cloud API. No external compute rental for ADAM." Single RTX 3060 Ti, on-prem, single C++ binary. → /adam architecture section

Things you can verify yourself.

If you want to fact-check us without taking our word for it, here's what's directly verifiable:

Talk to ADAM live. 3 free questions per account per day (Observer tier), free registration. → /adam-chat
Inspect the ARC-AGI-3 self-evaluation report. Methodology, action traces, success/failure breakdown. → /arc-agi-3
Send a transaction on PhysarumChain testnet. Live explorer + wallet + DEX. Testnet — not financial product. → /chain · faucet seed published on the page
Watch the 4D agent ecology in real time. 1 024 agents on a tessaract grid; research visualization. → /hypercolony-app
Read the dated research reports. Every claim on the site links to one of these. → /r/ report index · /downloads bundle

What we do not claim.

To save you the awkward fact-check phone call:

ADAM is not AGI. It is being engineered toward proto-AGI loops. The general intelligence question is open.
ADAM is not ASI. No recursive self-improvement claim. We build it; we add components; we measure.
The ARC-AGI-3 result is not a Kaggle leaderboard / rank claim. It is a self-evaluation scorecard used as an engineering gate.
"Hallucination impossible" is not claimed for ADAM or for any other component.
PhysarumChain is not production-ready. Testnet/prototype. See mainnet gates above.
v4_native is not GPT-level chat serving. It is a research runtime proof; ~12 s/token after speed-up.
We make no safety / alignment claims about ADAM beyond what the architecture demonstrably is. The engine is open to inspection.

Logo & visual assets.

SVG and high-resolution PNG logos for press use. Attribution requested but not required: "Logo: CyberdyneLabs".

📥 logo-180px.png 📥 favicon-32.png 📥 og-image-1200x630.png 📥 favicon.ico

Boilerplate about us.

Short, medium, and long versions you can paste into your article.

Short (one sentence)

CyberdyneLabs is an independent AI infrastructure lab building sovereign cognitive systems — ADAM, a local C++ cognitive engine being engineered toward AGI; PhysarumChain, a testnet verification rail for signed machine knowledge; and native C++/CUDA model and runtime proofs.

Medium (two sentences)

Long (paragraph)

CyberdyneLabs is an independent AI infrastructure lab building sovereign cognitive systems. Its core asset is ADAM, a local C++ cognitive engine being engineered toward proto-AGI through measurable loops: world model, memory, reasoning paths, action, verification, self-correction, and learning from outcomes. The lab also builds PhysarumChain, a C++20 testnet/prototype for signed and independently verified machine knowledge with a public Knowledge Tree; FrankensteLLM / GIGACHAD_NATIVE, a multi-organ model runtime with verifiers, DAG evidence, and reinforcement feedback; Surgery, an evidence-gated process for modifying and accepting or rejecting model organs; and v4_native, a frontier-scale DeepSeek V4-Flash C++/CUDA research runtime proof. ADAM has been used on ARC-AGI-3 environments as a behavioural gate; the published 26.71% / 73-of-183 scorecard (2026-07-03) is a non-official self-evaluation, not a Kaggle leaderboard rank claim. The lab publishes its methods, dated reports, and reverts in full at cyberdynelabs.org.

Recent milestones.

The dated chronology of what's measured, what's pending, and what was reverted.

2026-07-03 · ADAM ARC-AGI-3 self-evaluation — 73/183 levels (26.71%), 1 393 actions. Non-official scorecard, used as engineering gate.
2026-04-29 · Surgery Case 01 closed — v4_native runs DeepSeek V4-Flash 284 B end-to-end on a single 8 GB GPU. Research runtime.
2026-04-22 · BD9 sweep complete — four organs surgered in one session (json_repair, claim_extractor, test_writer, cache_matcher).
2026-04-15 · Q4 7B at 83.58 tok/s on RTX 3060 Ti — Physarium-7B production speed via llama.cpp clean-room CUDA backend.
2026-04-01 · PhysarumChain testnet live — ~266 TPS measured single-thread with Ed25519 verification; testnet/prototype.

Contact for each program.

All inquiries currently route through [email protected]. Indicate program in subject line for routing:

"ADAM" — cognitive engine technical questions, ARC self-evaluation methodology
"Surgery" — model surgery process, organ acceptance/reject gates
"FrankensteLLM" — multi-organ runtime, gigachad_native benchmarks
"PhysarumChain" — testnet/prototype, Knowledge Tree, mainnet gates
"v4_native" — DeepSeek V4-Flash research runtime, architecture gotchas
"Hypercolony" — 4D agent ecology research line
"MACHINA" — autonomous world simulator research line
"Press" — interview requests, fact-check, embargo coordination