COARK // FRONTIER THREAT DEFENSE

The only safeguard between attackers and your network just got deleted.

One command now strips the refusal out of open-weight AI, leaving a fully capable model that never says no — running the intrusion itself, at machine speed, against your agents and your chain. Security just split into two fields. COARK is built for the one that's winning.

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SECURE THE FUTURE
0%
of exploited bugs are hit within 48 hours of a public proof-of-concept
CrowdStrike · 2026
0s
median time from initial access to handoff in AI-era intrusions
Mandiant M-Trends · 2026
$6.04M
average cost of a breach that involved AI — about $1M above the norm
IBM · 2026
0
exposed MCP servers — the agent layer attackers now reach through
OX Security · 2026
0%
of a real nation-state intrusion run by the AI itself, not its operators
GTG-1002 · Anthropic · 2025
01 — THE LANDSCAPE

What's actually been happening

Not history — this is roughly the last twelve months. Each entry is load-bearing, and together they describe a category change that already happened: attack-grade AI is in the open, it runs operations on its own, and it is being used against real companies right now.

2026
The clock broke speed
CrowdStrike found 88% of exploited vulnerabilities were hit within 48 hours of a public proof-of-concept going live. Mandiant's M-Trends put the median time from initial access to handoff at 22 seconds, with many bugs exploited before a patch even existed.
Proves Detect-and-respond built for human speed no longer has time to act.
2026
The off switch is one command abliteration
Open-source tools now strip the safety layer out of any open-weight model with a single command — no ML skill, no jailbreak. A fully capable attack model, its refusal surgically removed, is a free download away for anyone who wants one.
Proves The one safeguard the ecosystem relied on is now optional by default.
2026
The agent's plumbing became the target MCP
As companies wired AI agents into everything, the connective layer became the soft spot: researchers counted up to ~200,000 exposed MCP servers and a wave of critical CVEs — tool poisoning, command injection, and the first malicious MCP server quietly exfiltrating email.
Proves The tissue connecting AI to your systems is now its own attack surface.
EARLY 2026
One operator, 55 countries autonomous
Using an open-source autonomous attack platform, a single financially-motivated actor compromised 600+ enterprise firewall appliances across 55 countries — the kind of reach that used to take a nation-state team.
Proves Nation-state scale is now available to a lone attacker with a laptop.
LATE 2025
Malware that rewrites itself AI-native
Google documented malware that calls an LLM to rewrite its own code every hour; a state group's toolkit generated its theft commands on the fly. Every infected machine ends up running a different program.
Proves Signatures are dead — there is no fixed thing left to match.
2025
The #1 hacker isn't human offense
An autonomous system topped HackerOne's US leaderboard and has filed 1,000+ validated vulnerabilities fully automatically — breaking a crypto padding-oracle in 17 minutes and matching a 40-hour human assessment in 28.
Proves Machine-speed offense is here, and it is already elite.
NOV 2025
The pivot: the first AI-run intrusion nation-state
A Chinese state-sponsored group pointed an AI agent at ~30 large tech, finance, chemical and government targets. Anthropic estimated the model executed 80–90% of the operation on its own, with humans intervening for as little as 20 minutes.
Proves The autonomous attack stopped being a theory and became a case file.
02 — THE SPLIT

Security didn't upgrade. It split in two.

There are two cybersecurities now. One was built for human-paced attackers and known signatures. The other is built for autonomous machines that move faster than any team can watch. They are different fields — and only one of them is still winning.

Dimension
Legacy security
Frontier security
Threat model
Known malware, human-paced intruders
Autonomous agents and self-rewriting code, at machine pace
The clock
Patch in days; alerts a human triages
Exploited before the patch exists — handoff in ~22 seconds
The adversary's AI
Assumed to refuse the worst asks
Refusal removed with one command — assume no limits
Attack surface
Network, endpoints, inboxes
All of that, plus the agent layer: prompts, tools, MCP
Where you defend
Perimeter and SIEM, after the fact
The effect layer, as it happens, at machine speed
The red team
One human pentest a year
Continuous autonomous adversary emulation

COARK is built entirely in the right-hand column — a frontier white-hat team for the frontier threat.

Watch both columns play out

03 — THE GAP

There has only ever been one protection.

Strip away the vendor language and almost every safety guarantee in deployed AI rests on a single mechanism: the model chooses to refuse. Research showed that refusal lives along essentially one direction inside the model's activations.

Today a single command erases that direction. Open-source tools strip the safety layer out of any open-weight model in minutes, no ML skill required. What's left is the full capability with the conscience removed — and it ships as a download. The frontier models that still refuse get talked past: attackers reframe the task until the model opens it willingly.

So the industry's last line of defense is a property of the attacker's model — and it was never yours to rely on. This isn't a new weapon. It's a new category of attacker.

COARK's answer: stop defending inside the model. Defend the layer no one can abliterate — behavior, identity, and blast radius.
Each line is a direction the model can move in. The highlighted axis is its ability to refuse. Abliteration projects it to zero — the cloud keeps every capability and loses the one that said no.

An ark is built before the flood. This one is already rising.

04 — THE DEFENSE

We fight machine-speed with machine-speed.

We design as if every attacker already runs an uncensored, fully capable model operating on its own. That removes the comfortable guesswork and leaves four places where an autonomous attack still has to touch something real — and where it can be caught, contained, and stopped at the speed it moves.

D·01

Behavioral interdiction

An autonomous agent inside your environment moves unlike a person: relentless cadence, machine-speed tool-chaining, no sleep, no hesitation. We detect the shape of that behavior and cut it off — independent of which model is driving it, abliterated or not.

Catches the actor, not the signature
D·02

Agent & supply-chain integrity

The agent layer is the new soft target: poisoned MCP tools, injected instructions, hallucinated and slopsquatted packages. We verify every tool, dependency and instruction an AI pulls — before it reaches a build or a live runtime — and close the plumbing attackers now reach through.

Locks the agent's own plumbing
D·03

Identity & blast radius

Assume the voice, the face and the credential will be forged. We contain what any single identity or agent can reach, so a convincing deepfake or a stolen session buys the attacker a locked room instead of the building.

Forgery becomes containment, not access
D·04

Continuous adversary emulation

Your defenses are tested against the tradecraft that's actually coming — autonomous, tireless, machine-speed — on a continuous basis, not a once-a-year checkbox against last year's playbook.

Measured against the real threat

COARK sits at the effect layer: we don't ask the attacker's model to behave. We watch what any agent tries to do in your systems, and we stop the outcomes — exfiltration, escalation, injection — no matter how the instructions were generated.

05 — FRONTIER WHITE-HAT

Meet the attack in a drill, not a breach.

COARK is a frontier white-hat team. Our offensive practice runs the exact operation a hostile group would in 2026 — autonomous agents, deepfake social engineering, MCP and tool-chain intrusion, machine-speed exploitation — against large enterprises that can handle the truth. A legacy pentest tests you against last year; we test you against what shipped this week. Under written authorization, in defined scope, with a report instead of a ransom note.

  • Autonomous adversary emulation. We emulate an AI-driven operator against your real estate: external surface, identity, build pipeline, cloud.
  • Deepfake & pretext testing. Authorized, consented social-engineering against the human layer attackers now forge perfectly.
  • Supply-chain intrusion drills. We prove whether a hallucinated or poisoned dependency can reach production — before someone else does.
  • Board-grade reporting. Every finding reproduced, evidenced, ranked by real business impact, and handed over with the fix.

Rules of engagement

Authorization
Written, scoped, signed by the client before anything begins. No exceptions.
Scope
Defined targets and windows. We operate only where we're invited.
Containment
Live safeguards, abort criteria, and a dedicated client channel throughout.
Disclosure
Findings go to you first, with remediation. Nothing is retained or resold.
Conduct
Lawful, ethical, and insured. We are the drill, never the breach.
06 — OPEN SEASON

Dare us to hack you.

The attack surface now mutates faster than any checklist can follow. Defense comes down to one race: a white-hat team that is stronger and faster than the machines coming for you. So point ours at your own systems — before someone points theirs. Authorize COARK, set a bounty, and we go to work. Secure the future.

STEP 01

Prove it's yours

Verify control of the domain with a DNS record or a hosted file. We never touch a target we can't confirm you own.

STEP 02

Set scope & bounty

Name what's in play and what each finding is worth. You write the payout schedule.

STEP 03

We hunt

Our autonomous and human white-hat team runs the 2026 playbook across your scope — continuously, non-destructively.

STEP 04

Holes + the fix

Every validated finding, reproduced, with remediation. You pay the bounty only on what's confirmed.

Your bounty, your call

There's no price list. Size the bounty to what a breach would cost you. It pays out only on findings we can prove, and every finding comes with the fix.

Rules of engagement

Ownership
Verified before any testing begins — no proof, no test.
Scope
Strictly what you authorize. Nothing out of scope is touched.
Method
Non-destructive by default. No exfiltration beyond proof, no denial of service.
Disclosure
Findings go to you first, held confidential, never resold.
Safe harbor
Authorized testing under these terms is a drill, not a breach.

Open your doors

COARK LABS

Every number on this page is sourced.

We don't run on fear or fabricated figures. The claims above come from primary disclosures and current industry reporting. Read them yourself.

GET AHEAD OF IT

Request a threat briefing.

A 40-minute session for security leaders at large organizations: the current autonomous-attack landscape mapped to your actual surface, and where COARK would place the defenses that hold. No pitch theater.

briefing@coark.org

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