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

CyberdyneLabs fact sheet.

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

Media contact

[email protected]

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

One-paragraph summary.

CyberdyneLabs is an independent AI / blockchain / bio-inspired computing research lab. Six active programs spanning sovereign cognitive engines (ADAM), surgical LLM fine-tuning (Surgery), multi-organ runtime (Frankenstellm — clean-room CUDA, Q4 7B at 83.58 tok/s on RTX 3060 Ti), biologically-routed Layer-1 blockchain (PhysarumChain — Cl(4,1) addresses, Ed25519, AMM, 569 TPS), 4D agent ecosystem (Hypercolony — 1 024 agents on a tessaract grid, Ibn Khaldun civilizational cycle emerges), and autonomous world simulator (MACHINA). As of 2026-05-18, ADAM holds #1 on the public ARC-AGI-3 leaderboard with two published scores: 25/183 (13.66%) fully autonomous and 183/183 (100.00%) hybrid harness. Independent verification at arcprize.org.

Headline numbers.

ARC-AGI-3 autonomous

25 / 183 · 13.66%

#1 published autonomous score on ARC Prize 2026's ARC-AGI-3 benchmark. Pure ADAM substrate, no LLM, no human assist.

Source: /arc-agi-3 · arcprize.org scorecard

ARC-AGI-3 hybrid harness

183 / 183 · 100.00%

#1 published hybrid score, beating Crystalline (97.69%), HIH (95.30%), ARC-SAGE (92.82%). 25/25 environments WIN, 6 537 actions.

Source: arcprize.org scorecard

ADAM codebase

45 000+ lines · C++17

Single C++ binary, 1.2-million-concept Legion graph, Cl(3,0) + Cl(4,1) Clifford algebras, dual-torus MerKaBa dynamics, Physarum routing.

Source: /adam

ADAM compute

1 × RTX 3060 Ti · 8 GB

All ARC-AGI-3 results obtained on a single consumer GPU. No data centre. No cloud rental. No external API.

Source: /adam

Frankenstellm throughput

83.58 tok/s · Q4 7B

Physarium-7B (Qwen 2.5 surgered base) on RTX 3060 Ti via gigachad_native + llama.cpp clean-room CUDA backend.

Source: CURRENT_TRUTH_LEDGER report

Surgery Case 01

DeepSeek V4-Flash 284 B / 8 GB

284 B-total / 13 B-active MoE running end-to-end on a single 8 GB GPU via expert streaming + PLANCK_PACK (6.5× DMA speedup). 1.86 tok/s warm decode.

Source: V4_FLASH_TECH_BRIEF · /surgery

PhysarumChain TPS

569 TPS · Ed25519

Layer-1 prototype with Ed25519 signatures included in throughput. Cl(4,1) conformal geometric algebra addresses, native AMM (DEX).

Source: /physarum · /chain live testnet

Hypercolony scale

1 024 agents · 4D grid

Tessaract 16×16×8×5 with three competing clans. Ibn Khaldun cycle (Rise → Zenith → Luxury → Decline → Collapse) emerges without scripted rules.

Source: /hypercolony · live 4D simulator

Verifiable claims with sources.

Every claim we make on the site is backed by a dated report file. If you need a primary source for any number, the report file is in /r/.

"ADAM is #1 on ARC-AGI-3 with 25/183 autonomous + 183/183 hybrid." Independent scorecard at ARC Prize. → arcprize.org scorecard (we do not control this URL)
"DeepSeek V4-Flash 284 B runs end-to-end on a single 8 GB GPU." Closed as Surgery Case 01 on 2026-04-29. → CLOSEOUT_2026_04_29_FINAL.md
"Frankenstellm Q4 7B at 83.58 tok/s on RTX 3060 Ti." Production speed via the llama.cpp clean-room backend. → CURRENT_TRUTH_LEDGER.md
"PhysarumChain measured 569 TPS with full Ed25519 signature verification." Single-thread, on commodity hardware. → /physarum stats section + GitHub testnet code
"Hypercolony's Ibn Khaldun cycle is emergent, not scripted." 1 024 agents, three clans, the cycle appears as an attractor of competing strategies. → /hypercolony · live simulator
"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 IP per 24h, no signup. → /adam-chat
Replay the ARC-AGI-3 100% run. One command, deterministic, offline. → Instructions on /adam#arc-agi-3
Send a transaction on PhysarumChain testnet. Live explorer + wallet + DEX. → /chain · faucet seed published on the page
Watch 4D agent ecology in real-time. React + Three.js viewer of 1 024 agents. → /hypercolony-app
Read 66 dated, raw research reports. Every claim on the site links to one of these. → /r/ report index

What we do not claim.

To save you the awkward fact-check phone call:

ADAM is not AGI. It is a sovereign cognitive engine that holds #1 on a specific 2026 benchmark (ARC-AGI-3). The general intelligence question is open.
ADAM does not "self-improve" in the recursive sense. We build it; we add layers; we measure. It is not autonomously rewriting its own source.
PhysarumChain is not production-ready. 569 TPS measured on a single-thread testnet. Mainnet would need parallel Ed25519, sharded mempool, and consensus hardening.
The hybrid 100% on ARC-AGI-3 includes two human boss-level demonstrations for the two hardest levels (bp35 L8, wa30 L8). Disclosed in the scorecard. The 25/183 autonomous score is the LLM-free, human-free figure.
We are not making 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 research lab building sovereign cognitive infrastructure — currently #1 on the ARC-AGI-3 public leaderboard with 25/183 (13.66%) autonomous and 183/183 (100%) hybrid harness.

Medium (two sentences)

CyberdyneLabs is an independent research and engineering firm developing the cognitive infrastructure of the next generation of intelligent systems — sovereign cognitive engines, multi-organ runtimes, biologically-routed Layer-1 blockchains, 4D agent ecosystems. As of May 2026, its flagship cognitive engine ADAM is #1 on the public ARC-AGI-3 leaderboard with 25/183 (13.66%) autonomous and 183/183 (100%) hybrid harness, beating CNN- and LLM-based competitors on consumer hardware.

Long (paragraph)

CyberdyneLabs is an independent research and engineering firm. Six active programs span sovereign cognitive engines (ADAM — 45 000+ lines of C++17 running a 1.2-million-concept graph on a single RTX 3060 Ti), surgical fine-tuning of foundation models (Surgery — closed Case 01 on DeepSeek V4-Flash 284 B / 8 GB GPU), multi-organ runtime (Frankenstellm — gigachad_native CUDA binary, Q4 7B at 83.58 tok/s), biologically-routed Layer-1 blockchain (PhysarumChain — 569 TPS, Cl(4,1) addresses), 4D agent ecology (Hypercolony — 1 024 agents on a tessaract grid, Ibn Khaldun civilizational cycle emerges), and an autonomous world simulator (MACHINA). As of 18 May 2026, ADAM holds #1 on the public ARC-AGI-3 leaderboard with two honest scores — 25/183 (13.66%) fully autonomous and 183/183 (100%) with a hybrid harness — verified by independent ARC Prize scorecard. The lab publishes its methods, dated reports, and reverts in full at cyberdynelabs.org.

Recent milestones.

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

2026-05-09 · ADAM enters ARC-AGI-3 leaderboard — 22/183 = 12.02% autonomous baseline. Later 24/183 (13.11%) on 14 May, then 25/183 (13.66%) on 18 May via warmed world_model + substrate-explore-fallback.
2026-04-29 · Surgery Case 01 closed — DeepSeek V4-Flash 284 B running end-to-end on a single 8 GB GPU. PLANCK_PACK 6.5× DMA speedup.
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 — clean-room llama.cpp CUDA backend reached production speed.
2026-04-01 · PhysarumChain testnet live — 569 TPS measured single-thread with full Ed25519 verification.

Contact for each program.

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

"ADAM" — cognitive engine technical questions, ARC-AGI-3 methodology
"Surgery" — model surgery, QLoRA / anchor preservation, V4-Flash technical brief
"Frankenstellm" — multi-organ runtime, gigachad_native benchmarks
"PhysarumChain" — Layer-1 blockchain, Cl(4,1) addresses, testnet bug reports
"Hypercolony" — 4D agent ecology, Ibn Khaldun cycle research
"MACHINA" — autonomous world simulator, embodied cognition
"Press" — interview requests, fact-check, embargo coordination