Marine robotics, underwater drones, AI, and useful productivity signals.

We’re making underwater robotics 25x cheaper. A fully autonomous underwater vehicle usually costs $125,000. The LoCo AUV does it for under $5,000 in parts, and fully open-source. That cost drop is the mission: technology accessible enough for coastal co

The signal here is continued momentum around operational autonomy at sea: perception, endurance, reliability, and the boring-but-critical integration work that turns prototypes into field tools.

José angle: this is close to OceanScan territory — autonomy, mission robustness, operator tooling, data products, and how underwater systems become dependable enough for real work.

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Allen Control Systems has been selected for the U.S. Marine Corps Ground Based Air Defense (GBAD) program, bringing its AI-powered Bullfrog™ autonomous weapon system to counter evolving drone threats. Highlighted by Mike Wior, Bullfrog combines AI,

The relevant angle is not the hype cycle; it is how AI is being embedded into systems that need to make decisions under constraints, uncertainty, and limited communications.

José angle: this is close to OceanScan territory — autonomy, mission robustness, operator tooling, data products, and how underwater systems become dependable enough for real work.

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Japan Accelerates Search for Interceptor Drones; Terra Drone, Which Cooperates With Ukrainian Developers, Among Candidates

Useful from a software-engineering perspective because the best productivity tools are starting to compress routine work without removing the need for judgment.

José angle: worth scanning for ideas that reduce engineering friction without creating opaque workflows or fragile dependencies.

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Royal Navy tests a robotic boat that flies its own drone

A potentially useful development for tracking technology shifts around robotics, AI, and autonomy.

José angle: look past the buzzwords and ask what would actually improve planning, supervision, fault handling, or post-mission analysis in field robotics.

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Japanese AI robots learning to replicate master confectioners' techniques — is 'skill capture' the next frontier in manipulation research?

The relevant angle is not the hype cycle; it is how AI is being embedded into systems that need to make decisions under constraints, uncertainty, and limited communications.

José angle: look past the buzzwords and ask what would actually improve planning, supervision, fault handling, or post-mission analysis in field robotics.

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Workplaces Look For Cheaper AI As 'Tokenmaxxing' Fades As a Corporate Fad

The relevant angle is not the hype cycle; it is how AI is being embedded into systems that need to make decisions under constraints, uncertainty, and limited communications.

José angle: look past the buzzwords and ask what would actually improve planning, supervision, fault handling, or post-mission analysis in field robotics.

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