These are now becoming increasingly realistic, and in formats that are becoming harder for platforms, regulators, and child-safety groups to deal with.
How AI is making the scale worse and content more extreme
Frank Ching / Unsplash
Back in February, Reuters revealed that actionable reports of AI-generated child sexual abuse imagery had more than doubled over the past two years, while the Internet Watch Foundation later said it identified 8,029 AI-generated images and videos of child sexual abuse in 2025 alone. This grim picture was also laid out in a Bloomberg report on how generative AI is changing the child sexual abuse material landscape in the US.
Investigators aren’t just dealing with AI-generated pornographic images and videos anymore, there are even manipulated images of real children and even chatbot conversations where offenders allegedly seek grooming advice or role-play sexual abuse. Meanwhile, law enforcement is burning time trying to figure out whether a child in an image is real, digitally altered, or entirely fake.
Real cases are getting more disturbing
The report points to a Minnesota case involving William Michael Haslach, a school lunch monitor and traffic guard accused of using AI tools to digitally undress children in photos he had taken at work. Federal agents identified more than 90 victims and found nearly 800 AI-generated abuse images on his devices. This showcases how offenders are increasingly using everyday photos pulled from social media to create explicit material.
Investigators are drowning in volume and bad leads
The scale is getting ugly fast. Bloomberg reports that NCMEC received 1.5 million AI-linked CSAM reports in 2025, up from 67,000 a year earlier and 4,700 in 2023. At the same time, investigators say automated moderation systems are generating a flood of junk tips, swamping already overstretched task forces. And every wrong call burns time that could have gone toward a child facing immediate harm.
Pool maintenance has long existed in a fragmented state, where different tools solve different problems but rarely work together in a meaningful way. Cleaning the floor, clearing the surface, and maintaining water quality have traditionally required separate interventions, often at different times. What has been missing is a system that not only automates these tasks but also connects them through intelligence.
The Aiper Experts Duo introduces that shift by combining two purpose-built robots, the Scuba V3 and the EcoSurfer S2, into a single, coordinated ecosystem. Instead of operating in isolation, these devices function as a unified system that covers every layer of the pool, from the floor and walls to the waterline and surface.
At the center of this system is Cognitive AI
This moves beyond pre-programmed cleaning cycles and into continuous optimization. The technology works as an adaptive loop that enables the robots to interpret their surroundings, make decisions in real time, and refine their behavior based on past performance. By factoring in variables such as pool size, weather conditions, and cleaning history, the system evolves with use, delivering a level of precision that static automation cannot match. Within the Aiper Experts Duo, these AI-driven capabilities are associated with the Scuba V3, where features such as adaptive cleaning modes, real-time debris detection, and intelligent path planning support navigation and cleaning across the pool’s floor, walls, and waterline.
Aiper Experts DuoAiper Experts Duo
This intelligence becomes most apparent in how the system manages time and consistency. The EcoSurfer S2 operates using SolarSeeker™ technology, allowing it to maintain surface cleaning throughout the day while intelligently seeking sunlight to sustain its energy levels. At the same time, the Scuba V3 uses AI Navium™ Mode to generate weekly cleaning plans automatically, removing the need for manual scheduling and ensuring the pool remains consistently maintained.
Performance is not just about automation but about efficiency
The Scuba V3’s AI Patrol Cleaning identifies visible debris in real time and adjusts its route accordingly, delivering up to 10× faster cleaning compared to traditional cleaners that rely on standard S-shape floor patterns. By responding dynamically to what it detects, the system ensures that cleaning is both targeted and time-efficient. This is supported by VisionPath™ technology, which integrates AI vision with advanced sensors to map efficient paths, reduce overlap, and navigate obstacles without unnecessary repetition.
Aiper Experts DuoAiper Experts Duo
This is supported by VisionPath, which combines an initial AI-led cleaning phase that focuses on visible debris with a structured grid-pattern cleaning of the entire pool floor. The result is a balanced approach that brings together speed and consistency, ensuring that immediate cleaning needs are addressed while still delivering complete and reliable coverage.
The system’s effectiveness also comes from its ability to deliver complete coverage without compromise. While the Scuba V3 handles deep cleaning across the pool’s structure, the EcoSurfer S2 maintains the surface and supports water quality through its adjustable chlorine tablet chamber. Together, they create a continuous maintenance cycle that addresses both visible debris and underlying water balance. Features such as MicroMesh™ filtration capture even ultra-fine particles, while DebrisGuard™ ensures that collected debris remains contained.
Reliability is built into the design through both engineering and architecture
By distributing tasks across two specialized devices, the system reduces wear and improves long-term durability. Combined with solar-assisted operation and energy-efficient path planning, this approach ensures consistent performance while significantly reducing the need for hands-on maintenance, including frequent charging or manual intervention.
Aiper Experts DuoAiper Experts Duo
For homeowners increasingly investing in connected, more carefree and reliable living environments, this represents a more complete approach to outdoor automation. The Aiper Experts Duo does not simply reduce the effort required to maintain a pool; it removes the need to think about it altogether, allowing maintenance to happen seamlessly in the background.
As part of the ongoing spring promotion, customers can access savings of up to 25 percent, available through April 10. In addition, an extra 5 percent discount is available at checkout using the code AiperExpertsDuoXDT, valid through April 25, making this a timely opportunity to transition to a more intelligent and fully integrated pool care system.
To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions.
Functional
Always active
The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network.
Preferences
The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user.
Statistics
The technical storage or access that is used exclusively for statistical purposes.The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you.
Marketing
The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes.
