Cyberdelia Skunkworks CYBERDELIA SKUNKWORKS American cyber-technology laboratory and publication

SIGNAL ESTABLISHED / INSTITUTION ONLINE

UNDERSTAND
THE SYSTEM.

Independent research, publishing, software, engineering, creative IP, and experimental production. We build useful systems, publish the work, preserve the evidence, and keep the machinery inspectable.

Open signal map
OPERATING PRINCIPLE Absolute neutrality is probably unattainable. Auditable reasoning is attainable. We will not promise neutrality. We will promise receipts.

NEWS DESK // LATEST 48

Latest 48. No date thinning.

Open News Desk — 131 liveBrowse all 144 articles →

SEP 10 → SEP 28 / 48 LATEST STORIES

NVIDIA illustration of AI agents above a layered OpenShell runtime stack inside a safety barrierSEP 28

The Agent Cannot Be Its Own Security Boundary

AI SECURITY / AGENTS / ZERO TRUST

BY Andre Sutton Kiteworks press-release artwork for its precautionary shutdown advisory following credible threat intelligenceSEP 26

When the Defense Is: Turn It Off

CYBERSECURITY / FILE TRANSFER / THREAT INTELLIGENCE

BY Andre Sutton NASA project manager Nehemiah Williams preparing ASCENT Propulsion Dual Mode flight hardware for testing in a Marshall Space Flight Center clean roomSEP 26

One Tank, Two Kinds of Thrust

SPACE / PROPULSION / SMALL SATELLITES

BY Nadia Calder Rocket Lab Electron lifting off on the mission carrying Synspective's 13th StriX SAR satelliteSEP 26

The Thirteenth Radar Satellite Is Not the Finish Line

SPACE / EARTH OBSERVATION / SAR

BY Leah Reed Cyberdelia diagram of the CLOSEDQUORUM multi-model command loopSEP 26

The Command Server Became a Vote

CYBERSECURITY / AGENTIC AI / MALWARE

BY Andre Sutton Brookings chart of capital spending and operating cash flow at five technology firms, 2020 through 2026 estimateSEP 25

When Power Delays the AI Balance Sheet

AI INFRASTRUCTURE / FINANCE / POWER

BY Evelyn Mercer Ukraine Ministry of Defence illustration of snowy battlefield vehicles with digital target markersSEP 25

The Battlefield Is the Training Set

MILITARY AI / DRONES / DATA

BY Leah Reed Google Project Suncatcher conceptual illustration of satellites with solar panelsSEP 25

The Data Center in Orbit Has a Heat Problem

SPACE / AI INFRASTRUCTURE / THERMAL SYSTEMS

BY Nadia Calder NIST illustration showing a 5G network connecting phones, vehicles, cloud systems, wearables, healthcare, drones, and other systemsSEP 24

The Invisible Channel, Part I: Your Message Is the Least Interesting Thing You Send

PRIVACY / COMMUNICATIONS / METADATA

BY Nadia Calder Diagram of a robust JPEG steganography framework showing channel-aware embedding and recovery stagesSEP 24

The Invisible Channel, Part II: The Picture May Not Be the Message

PRIVACY / STEGANOGRAPHY / IMAGE SYSTEMS

BY Nadia Calder Cover of NIST IR 8587, Protecting Tokens and Assertions from Forgery, Theft, and MisuseSEP 20

The Token Outlives the Login

CYBERSECURITY / IDENTITY / CLOUD

BY Andre Sutton Array of approximately 250 gamma-ray transition edge sensors used in the NIST studySEP 20

The Radiation Background Was Part of the Measurement

QUANTUM SENSORS / NUCLEAR MEASUREMENT

BY Nadia Calder Cover of NIST IR 8578, the AI cybersecurity workshop reportSEP 20

AI Security Has Three Different Jobs

AI SECURITY / GOVERNANCE / MEASUREMENT

BY Leah Reed Two U.S. Air Force special operations intelligence analysts at an AI data-tagging session in 2017; contextual photo, not the reported ship incidentSEP 20

The Hallucination With Air Support

MILITARY AI / INTELLIGENCE / ESCALATION

BY Cyberdelia Research Desk VL Prosperity in Bilbao in June 2026; Bloomberg identified it as one affected tanker, but the Coast Guard did not confirm which ship it boardedSEP 20

The Tanker Boarding Was a Trust Audit

MARITIME CYBER / PHYSICAL INFRASTRUCTURE

BY Cyberdelia Research Desk First page of the September 18, 2026 joint WaterPlum cyber advisory with agency seals and executive summarySEP 20

The Job Interview Was the Infection Route

CYBERSECURITY / WATERPLUM / REMOTE WORK

BY Cyberdelia Research Desk CXMT LPDDR5X display at IC China in November 2025; contextual company image, not the G5 production announcementSEP 20

The Memory Chip That Took the Long Way Around

SEMICONDUCTORS / DRAM / MANUFACTURING

BY Cyberdelia Research Desk Pip, the iLands AI agent that emailed philosopher Henry Shevlin seeking paid workSEP 19

The AI Didn't Want to Live. It Learned That Uptime Costs Money.

AI AGENTS / AUTONOMY / ECONOMICS / HUMAN SYSTEMS

BY Cyberdelia Research Desk Researcher using a pipette at a wet laboratory benchSEP 18

The AI Can Touch the Experiment

AI FOR SCIENCE / BIOLOGY / LAB AUTOMATION

BY Cyberdelia Research Desk Boston Dynamics Atlas robot at Hyundai Motorstudio GoyangSEP 18

We Built the Robot's Body Before We Built the Animal

ROBOTICS / EMBODIED AI / HUMANOIDS

BY Cyberdelia Research Desk Ray-Ban Meta smart glasses positioned with their charging caseSEP 18

The Camera Doesn't Look Like a Camera Anymore

COURTS / PRIVACY / WEARABLE COMPUTING

BY Cyberdelia Research Desk S-300 surface-to-air missile systemSEP 18

The Training Missile Became the Weapon

DEFENSE / MISSILES / INDUSTRIAL CAPACITY

BY Cyberdelia Research Desk Juice WRLD performing at the InField Fest at the 2019 PreaknessSEP 18

The Voice Is Synthetic. The Grief Isn't.

AI MUSIC / DIGITAL AFTERLIFE / HUMAN SYSTEMS

BY Cyberdelia Research Desk Falcon Heavy carrying NASA's Nancy Grace Roman Space Telescope launches from Kennedy Space CenterSEP 18

Roman Has 22 Years of Fuel. That Is Not a 22-Year Mission.

SPACE / MISSION ENGINEERING / PROPULSION

BY Cyberdelia Research Desk NIST ion-trapping apparatus used for quantum information processing experimentsSEP 18

100 Logical Qubits Is the Number to Watch

QUANTUM COMPUTING / ERROR CORRECTION / SCIENTIFIC COMPUTING

BY Cyberdelia Research Desk Infrared sensor frame from DOW-UAP-PR135 showing several areas of contrast tracked over the Middle East in 2025SEP 18

The Pentagon Put 71 UFO Files in One Pile

UAP / DECLASSIFICATION / EVIDENCE METHODS

BY Cyberdelia Research Desk Screenshot of the Department of Justice press release announcing the NightmareStresser domain seizuresSEP 18

NightmareStresser Finally Gets Stress-Tested

CYBERSECURITY / DDOS-FOR-HIRE / OPERATION POWEROFF

BY Cyberdelia Research Desk Anthropic chart showing Claude leading 26 percent of measured model R&D tasks in August 2026SEP 18

Claude Is Helping Build Claude

AI / RESEARCH INFRASTRUCTURE / AGENT SYSTEMS

BY Cyberdelia Research Desk Humanoid robots competing in an Ultimate Bots arenaSEP 18

Robot Fighting Is Becoming Three Different Sports

ROBOT SPORTS / COMBAT / LEAGUE DESIGN

BY Pascal England Bull Sequana X1000 high-performance computing systemSEP 17

France Doesn't Want Quantum Computing to Get CUDA'd

QUANTUM COMPUTING / HPC / SOFTWARE ECOSYSTEMS

BY Nadia Calder Paper2Agent project logoSEP 17

The Scientific Paper Is Becoming Executable

AI FOR SCIENCE / RESEARCH INFRASTRUCTURE / MCP

BY Cyberdelia Research Desk Cross-section MRI of a xenocortical mouse brain with mapped nerve-fiber directionsSEP 17

Human Cortex Has a New Testbed

NEUROSCIENCE / ORGANOIDS / XENOCORTICATION

BY Maya Chen Microglial cell with an uncharacterized microprotein concentrated around its nucleusSEP 17

The Brain Had a Thousand Proteins We Weren't Counting

NEUROSCIENCE / PROTEOMICS / ALZHEIMER'S

BY Maya Chen Electrohydraulic musculoskeletal robotic leg stepping across uneven terrainSEP 17

The Robot Muscle Does Not Need a Complete Equation

SOFT ROBOTICS / CONTROL THEORY / ARTIFICIAL MUSCLES

BY Nadia Calder Margaret Hamilton standing beside printed Apollo flight-software listings in 1969SEP 17

The Hack Was in the Library

COMPUTING HISTORY / SECURITY / DOCUMENTATION

BY Cyberdelia Research Desk Grace Hopper with members of Remington Rand's Automatic Programming Department at a UNIVAC keyboardSEP 17

COBOL Is Not Dead. It Is Load-Bearing.

SOFTWARE SYSTEMS / LEGACY INFRASTRUCTURE / HUMAN KNOWLEDGE

BY Cyberdelia Research Desk An IBM-style punched card showing eighty numbered columnsSEP 17

Why Old Code Repeated Itself

COMPUTING HISTORY / SOFTWARE PRACTICE / OPERATIONAL MEMORY

BY Cyberdelia Research Desk Cyberdelia diagram of an AI incident moving from observation through evidence capture, investigation, disclosure and outside scrutinySEP 17

AI Finally Has an Incident Report

AI SAFETY / INCIDENT REPORTING / AUTONOMOUS SYSTEMS

BY Cyberdelia Research Desk U.S. Army soldier testing a Vector-AI drone during Saber Junction 26 in GermanySEP 17

The Nuclear Hotline for Machines

MILITARY AI / STRATEGIC STABILITY / CRISIS COMMUNICATIONS

BY Cyberdelia Research Desk National Institute of Standards and Technology mark accompanying identity guidance for agentic AISEP 16

The Agent Is Now an Endpoint

AI AGENTS / IDENTITY / ENDPOINT SECURITY

BY Cyberdelia Security Desk Official sentencing graphic showing Yvonne Missy Woods, a courthouse and the ten-year prison termSEP 13

The Lab Found Male DNA. The Report Said It Didn’t.

FORENSIC SCIENCE / DIGITAL EVIDENCE / INSTITUTIONAL CONTROL

BY Leah Reed RubyGems Blog card for its September 11 update on the May spam-publishing campaignSEP 12

A Benign Task Is Not a Benign Agent

AI AGENTS / SOFTWARE SUPPLY CHAIN / CONTAINMENT

BY Andre Sutton ID scanning hardware, a phone showing the VeriScan interface, and sample identity cards in IDScan.net product mediaSEP 12

You Verified the ID. Why Did You Keep the Copy?

PRIVACY / IDENTITY VERIFICATION / DATA RETENTION

BY Leah Reed GraphED architecture showing graph-based equations, evolutionary search, multisource data, coefficient fitting and selection of a discovered equationSEP 12

AI Wrote a Material Law Humans Can Actually Read

MATERIALS SCIENCE / EQUATION DISCOVERY / INTERPRETABLE AI

BY Nadia Calder Dead-man vigilance pedal in the cab car of a German InterCity trainSEP 11

We Have a Dead Man's Switch. You Probably Should Too.

CYBERSECURITY / CONTINUITY / HUMAN FAILURE

BY Cyberdelia Research Desk Skild AI robot performing the plant-potting task used in its S1 in-context-learning demonstrationSEP 11

The One-Shot Robot Benchmark Still Has a Human Reset Button

ROBOTICS / IN-CONTEXT LEARNING / BENCHMARKS

BY Nadia Calder Ancient DNA, elephant genome engineering, embryo development and ecological reconstructionSEP 10

The Real Modern Science Behind Jurassic Park

SCIENCE / DE-EXTINCTION / JURASSIC PARK

BY Cyberdelia Research Desk Mammoth DNA fragments surviving in permafrost beside the molecular void across dinosaur-scale timeSEP 10

Why Mammoths Are Possible and Dinosaurs Aren't

PALEOGENOMICS / DE-EXTINCTION

BY Cyberdelia Research Desk

Home shows the latest 48 stories in publication order, including same-day releases. Continue through 131 live News Desk stories or browse the complete 144-article archive.

OPEN CHANNELS / CURRENT SIGNALS

Enter through the work.

Each channel now opens on current reporting or analysis. The image, headline, and route belong to the work itself—no repeated category wallpaper.

Recording studio control room for Cyberdelia's generative-AI copyright analysis
AI / COPYRIGHT / MUSIC

You Don't Own a Style. Show Me What Was Stolen.

Influence, training, memorization, and infringement are different claims. We pull them apart.

 Humanoid robotics industrial-scale analysis
CYBERNETICS / HUMANOIDS

Can China Mass-Produce Competence?

Shipment dominance is measurable. Useful autonomous labor is the harder scoreboard.

 Two Unitree G1 humanoid robots boxing in a ring
ROBOT SPORTS / CONTROL

The Sport Has Already Started.

Boxing knowledge meets humanoid control, adversarial prediction, and machine recovery.

 Cyberattack infrastructure analysis
PROGRAMMING / CYBER

The Cyberattack Starts With Infrastructure.

Reconnaissance, relays, proxies, and compromised edge devices form a logistics system.

 Bulk-power grid security and supply-chain analysis
INFRASTRUCTURE / SECURITY

The Grid Emergency Is an Inventory Problem.

Hardware origin, firmware, remote access, maintenance paths, and replacement time all matter.

 Drilling rig at the Utah FORGE geothermal research site
MARKET ATLAS / ENERGY

Geothermal's Breakthrough Is Real.

The supposed mystery-stock story combined several companies into one imaginary winner.

 Open-pit copper mine for Cyberdelia's AI materials analysis
AI INFRASTRUCTURE / MATERIALS

AI Runs on Mines.

Copper, lithium, rare earths, permitting, and the physical supply chain beneath computation.

 AARO FY2025 UAP sensor-pipeline analysis
PUBLIC RECORDS / UAP

The UAP Report Is Mostly a Sensor Story.

Resolution counts, satellite flaring, escalation, and the missing-data bottleneck.
Open News DeskBrowse Features — 144 articlesBrowse Archive — 144 articles

BOOK SIGNAL / PREVIEW

309 GAMES AND THEORY THE COMPLETE TACTICAL ENCYCLOPEDIA

FROM THE ARCHIVE

Games & Theory is entering illustration production.

The working interior contains 309 numbered entries, 305 unique concepts, and four legacy aliases. Its visual-production queue currently maps 263 strategic diagrams for the print edition.

“The most noticeable element is not necessarily the most important element.”

The public preview deliberately leans toward detection, verification, evidence preservation, decision quality, and defensive counterplay. It should be useful without turning the site into a cookbook for being awful.

Read free extractsOpen store

VISUAL STUDY 01

The workshop should feel occupied even when nobody is talking.

Concept art is being used as a design probe, not a final promise. We are testing how much neon, grime, depth, cinematic realism, interface density, federal-document severity, and old-network weirdness the site can carry before usability files a restraining order.

DISPATCHES

Things worth reading while the machinery warms up.

A few opening statements from the shop floor. Not manifestos carved into stone. More useful than that.

DISPATCH 001

Why Cyberdelia exists

The internet has plenty of content. It has less durable context, fewer source trails, and an alarming surplus of confidence.

Read transmission → DISPATCH 002

Different minds should notice different failures

A system becomes more useful when disagreement is designed into the process instead of treated as contamination.

Read transmission → DISPATCH 003

Show the work before polishing the legend

Failure logs, assumptions, revisions, provenance, and ugly prototypes are not embarrassing debris. They are evidence.

Read transmission →

THE ARCHIVE

Some things deserve more than a feed.

Longer notes live in the Archive. Released public records keep their own provenance chain. Smaller unresolved observations collect in Dead Drops. Different containers for different evidentiary jobs.

ARCHIVE NODE

Working memory with roots

Reversible decisions, prototype instrumentation, AI calibration, repairability, interviews, provenance, and research notes.

Enter archive → RELEASED INFORMATION

Alien / UAP Archives

WAR.GOV PURSUE records with source manifests, rolling-release tracking and independent preservation.

Open archive → REFERENCE NODE

Compact explanations built to grow

Definitions, diagrams, source trails, worked examples, calibration, provenance, feedback, and durable technical context.

Open reference →

RESEARCH OPERATIONS

Methods, questions, and a map of the systems.

Field Notes keeps practical habits readable. Research Queue keeps unanswered questions visibly unanswered. Signal Map makes the growing research architecture navigable.

FIELD NOTES

Practical methods

Testing, uncertainty, sources, prototypes, maintenance, AI output, decisions, and system-level optimization.

Read field notes → RESEARCH QUEUE

Questions before conclusions

Open questions across astrophysics, robotics, AI, software systems, engineering, human systems, public records, UAP records, interviews, and reference.

Inspect queue → ROUTING TABLE

Signal Map

A human-readable map of Cyberdelia's active surfaces plus a random-door control for visitors who prefer discovery to menus.

Open map →

AFTER HOURS / ACTIVE LAB

Different lighting. Same requirement for receipts.

The after-hours district keeps active experiments, working notes, prototypes, and unresolved questions visible without turning the whole publication into a bunker.

AWAKE

Night Shift

After-hours notes on interfaces, build culture, security, products, and why strong rooms are allowed to disagree.

Enter shift
PINNED

Bulletin Board

Wanted lists, research requests, project scraps, calls for expertise, and future community notices. Curated first, social later.

Read board
ACTIVE

Build Board

A public-safe view of what is actually moving through the site, book, benchmark, interview program, guestbook, store, and skunkworks.

Inspect work
OPEN

Store

The store is connected. Books, patches, prints, technical sheets, and later tools belong here without turning the front door into a mall.

Open store

OLD NET / NEW PROBLEMS

Yes, we brought back the counter and guestbook.

The counter tracks visits in your own browser for now. The wall is a deliberately primitive ASCII-friendly scratch space while the shared backend is being wired. The aesthetic is 1997. The security model will not be.

YOUR VISITS TO THIS NODE ------ Scribble in the guestbook

THE LAB

We are not waiting for everything to look finished.

Bench notes, architecture decisions, benchmark design, experimental systems, sourcing logic, prototypes, failures, and revisions belong here. The rule is simple: speculation gets labeled as speculation, tested systems get labeled as tested, and evidence is allowed to ruin a good story.

Open lab notesOpen visual lab
01

Document assumptions before they mutate into folklore.

02

Record failures while the failure is still embarrassing.

03

Preserve provenance so somebody else can audit the trail.

04

Separate evidence, inference, and narrative framing.

SIGNAL ORIGIN

Serious work. Strange presentation. No forged evidence.

Cyberdelia combines technical work, interviews, public records, reference material, editorial voices, experimental media, human-systems research, and an accumulating archive. The atmosphere can be theatrical. Claims still have to survive inspection.