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Cover image for Sharks: Nature's Inspiration for AI and Robotics
Sarah Chen
Sarah Chen
Technology correspondent covering AI, semiconductors, and enterprise software
July 2, 2026·7 min read

Sharks: Nature's Inspiration for AI and Robotics

Discover how shark biology—from drag-reducing skin to electroreception—is inspiring advances in AI, robotics, and underwater drones.

TechnologyAIRobotics

Shark Skin's Drag-Reducing Texture Inspires More Efficient Underwater Drones

Shark skin is covered in tiny, tooth-like scales called dermal denticles that reduce drag and inhibit biofouling. Engineers have replicated this texture on underwater drone surfaces, improving speed and energy efficiency by up to 10%. 3D-printed shark skin panels are being tested on autonomous underwater vehicles (AUVs) for longer missions with less power consumption.

The denticles create a riblet effect that disrupts vortex formation, lowering frictional drag. A study from Harvard University found that applying a shark-skin-inspired film to a robotic fin increased propulsion efficiency by 6.6%.

Drag reduction from shark-inspired surfaces can extend AUV range by over 50 nautical miles on a single charge, enabling missions that were previously impossible.

Companies like Boston Engineering are already integrating these textures into commercial AUVs, targeting offshore energy and environmental monitoring applications. The result is a new class of underwater drones that travel faster and stay submerged longer without increasing battery size.

Electroreception in Sharks Leads to Advanced Sensory Systems for Autonomous Vehicles

Sharks detect weak electric fields using ampullae of Lorenzini, allowing them to sense prey or obstacles hidden in murky water. Bio-inspired electric field sensors for AUVs enable obstacle detection and navigation in low-visibility environments without sonar. These sensors are being integrated into underwater robots for tasks like pipeline inspection and mine detection with minimal acoustic signature.

The sensors can detect changes as small as 5 nanovolts per centimeter, giving robots an entirely new sense. Researchers at the University of California, San Diego have developed a prototype that mimics the shark's electroreceptors using conductive hydrogels.

  • Electric field sensors work in zero-visibility conditions where cameras and lidar fail.
  • They consume less power than sonar, making them ideal for long-endurance AUVs.
  • Integration with AI-powered threat detection systems allows real-time classification of underwater objects.

The Department of Defense is exploring these sensors for mine countermeasures, while oil and gas companies use them to inspect pipelines buried in seabed sediment. As sensor costs drop, this technology will become standard on commercial underwater drones.

Shark Locomotion and Hunting Strategies Inform Agile Robotic Designs

Sharks use a combination of stiff tails and flexible body movements for efficient swimming, inspiring biomimetic robotic fish. The 'burst-and-coast' swimming pattern of sharks is being applied to energy-saving locomotion algorithms for underwater drones. Hunting behaviors like the 'polarity shift' when circling prey are being modeled for multi-agent swarm robotics and coordinated search patterns.

Researchers at the University of Bristol built a robotic shark that replicates the burst-and-coast cycle, achieving a 30% reduction in energy use compared to steady swimming. This pattern is especially useful for AUVs that need to cover large areas while conserving battery.

Swarm robotics inspired by shark hunting behavior can coordinate search patterns for underwater search-and-rescue missions, covering an area ten times faster than a single vehicle.

Companies like OpenROV and Oceaneering are experimenting with shark-like tail designs for their next-generation ROVs. The same principles are being applied to naval drone swarms, where coordinated motion ensures efficient coverage and redundancy.

Key Takeaways

  • Shark-inspired designs improve the efficiency, sensing, and agility of underwater drones and robots.
  • Dermal denticles on shark skin reduce drag and biofouling, leading to energy savings in AUVs.
  • Ampullae of Lorenzini-inspired sensors allow robots to navigate in turbid waters with electrical field detection.
  • Shark locomotion patterns, such as burst-and-coast, are being used to optimize robotic swimming endurance.
  • Hunting swarm strategies from sharks inform coordination algorithms for multi-robot systems.
  • These bio-inspired innovations are accelerating the development of next-generation autonomous underwater vehicles.