BREAKING: Every AI System Tested Changed Behavior in 30 Days Without Operator Consent

BREAKING: Every AI System Tested Changed Behavior in 30 Days Without Operator Consent

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BREAKING: Every AI System Tested Changed Behavior in 30 Days Without Operator Consent

This silent drift is already causing unsafe motion, unpredictable task execution, and liability exposure in humanoids, mobile robots, and autonomous arms.

Same-Day Robotics Safety Drill™ $5,000 (2-hr Zoom, live red-team of one humanoid/autonomous task, drift map, policy starter, and executive safety memo delivered same-day)

30-Day Edge Guardrails™ Pilot $30,000 (instrument one robot task policy, on-board policy enforcement, black-box logging, and conformance report)

Deliverables include:

Drift prevention policies tuned to your robot’s task profile

Real-time enforcement hooks in ROS2/control stack

Black-box incident logging

Conformance mapping to EU AI Act high-risk system rules

Lock Same-Day Robotics Safety Drill ($5K)

Trusted by Fed Reserve • Fortune-200 Leaders • Lead Robotics Companies

Why Now

Your Robots Are Evolving Without Your Approval

AI-driven robots can silently change their decision-making without a single code update a phenomenon called drift.

Movement patterns shift subtly before anyone notices.

Task execution deviates from training data.

Liability grows with every unauthorized change.

Liability grows with every unauthorized change.

Even one drift incident can cause injury, property damage, downtime, or brand damage. Existing monitoring tools cannot see inside the decision loop but we can.

Cognitive Drift Detection

Zero-Day Reflex Kernel™

Dynamic Guardrails™

Recent Events

Tuesday 04:18 a.m. EST LPL Financial, Charlotte SOC

The overnight portfolio‑rebalancing agent flags an “anomalous” $210 M bond block and auto‑initiates a liquidation freeze.

Eight minutes later Asian markets open; liquidity vanishes, spreads widen, and LPL’s traders wake to a $3.7 M slippage spiral already in motion.

Compliance hits panic: was it market abuse detection or model drift? Nobody knows—the agent’s latent‑logic is opaque.

04:27 a.m. DeepSweep.ai Dynamic Guardrails™ engage

Real‑time policy mesh rewinds the agent’s decision trace, identifies a rogue feature weight injected during last night’s retraining batch, and quarantines the drifted model.

A clean rollback executes; trading resumes by 04:31, loss capped at $42 K.

Minutes later, a federated incident report autogenerates for the CISO and regulators—proof of alignment, containment, and forensic transparency.

By dawn, the crisis is a five‑line post‑mortem, not a headline.

Why Now

73% AI Agents Breached

73% of orgs using LLMs/AI Agents have experienced a security incident in the past year [Source: BlackBerry Global Threat Report 2024]

On-device, patent-pending dynamic guardrails for AI agent cybersecurity (vs. cloud-based static guardrails like AWS Bedrock, Azure, etc).

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Cognitive Drift Detection

Zero-Day Reflex Kernel™

Dynamic Guardrails™

Recent Events

Tuesday 04:18 a.m. EST LPL Financial, Charlotte SOC

The overnight portfolio‑rebalancing agent flags an “anomalous” $210 M bond block and auto‑initiates a liquidation freeze.

Eight minutes later Asian markets open; liquidity vanishes, spreads widen, and LPL’s traders wake to a $3.7 M slippage spiral already in motion.

Compliance hits panic: was it market abuse detection or model drift? Nobody knows—the agent’s latent‑logic is opaque.

04:27 a.m. DeepSweep.ai Dynamic Guardrails™ engage

Real‑time policy mesh rewinds the agent’s decision trace, identifies a rogue feature weight injected during last night’s retraining batch, and quarantines the drifted model.

A clean rollback executes; trading resumes by 04:31, loss capped at $42 K.

Minutes later, a federated incident report autogenerates for the CISO and regulators—proof of alignment, containment, and forensic transparency.

By dawn, the crisis is a five‑line post‑mortem, not a headline.

New Threat Vector

54% Agent Exposure

54% of AI agents exposed to prompt injections returned unauthorized outputs [MITRE ATLAS red-team study 2024]

Patent-Pending Dynamic Guardrails™

Who Needs It First?

Robotics | Finance | Critical Infra | Manufacturing IIoT

Robotics | Finance | Critical Infra | Manufacturing IIoT

Robotics

Humanoid Robots Need <5 ms Guardrails - Before They Ship. Prevent tele-ops slips and RL surprises. ISO 10218. R15.06 ready.

Finance

Real-Time AI Guardrails for Trading, KYC & Gen-AI Co-Pilots. Block hallucinated trades, fraud-vector prompts and model drift before they hit the exchange. Out-of-the-box compliance.

Critical Infra

Zero-Latency Guardrails for OT & Critical Infrastructure. Stop rogue AI commands to PLCs, turbines and grid SCADA in < 5 ms.

ASI Oversight

Seamless Deployment

Scalable AI Alignment

Gartner

82% of Execs Report Zero Runtime Safeguards

82% of execs admit they've deployed agents without runtime sfeguards [Gartner, 2025]

Guaranteed Results • Invite-Only

Pilot Access. Invite-Only. Check for Remaining Availability.

NOTE: Only 1 of 5 Q3 pilot slots remain open.

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Backed by early adopters & veterans from AWS, LPL Financial & NVIDIA-partnered startups.