Published July 22, 2026
AI Research Infrastructure, Photonic Computing, and Water Technology
This permanent edition preserves six primary or original source trails from the July 22 front page. Every story includes a resource that an individual can use to learn the underlying ideas, inspect the standard, or practice the work.
Software agents and practical computing
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Standards
Agentic AI communications: Identifying the standards we need
An entry point to the discovery, identity, trust, preference, and observability questions that protocol work for software agents must address.
Use this resource: Learn how Internet standards are developed.
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Agent engineering
Better tools made Copilot code review worse. Here’s how we actually improved it.
A trace-backed account of why task-specific instructions and evaluation matter more than simply giving an agent more tools.
Use this resource: Practice with GitHub Skills.
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Photonic computing
All-optical computing towards 100-GHz clock rates
Researchers combined several programmable optical functions and demonstrated core computing operations at very high optical clock rates.
Use this resource: Study UCF’s open photonics course materials.
Research and physical infrastructure
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AI research infrastructure
NSF announces $83M investment in integrated data systems and services to advance AI-driven science
Six awards connect scientific datasets, computing, instruments, reusable workflows, and AI resources through national-scale or open research platforms.
Use this resource: Explore the National AI Research Resource pilot.
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Water technology
A comparison of bioinspired surface geometries, additive-manufacturing routes, droplet transport, and water-collection performance.
Use this resource: Study manufacturing processes with MIT OpenCourseWare.
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Supercomputing
NNSA, LANL Codesign Next-Gen Supercomputers with Tech Partners
DOE announced two planned Los Alamos systems for high-performance computing and agentic-AI workloads.
Use this resource: Learn how DOE supercomputing facilities support research.
Return to the News Desk archive or continue into the technology resource library.