R&D Software and Data
  An R&D World Resource  
  May 21, 2025  
 
 
 
1. Why Google DeepMind’s AlphaEvolve incremental math and server wins could signal future R&D payoffs
AlphaEvolve has raised Google data‑center capacity by 0.7% and uncovered improved algorithms for hexagon packing and matrix multiplication.
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TA Instruments
 
How do top scientists test material properties?
TA Instruments leads the way in thermal analysis, rheology, microcalorimetry, and mechanical analysis. Our cutting-edge systems empower top scientists to test material properties with precision, driving breakthroughs in biotechnology, pharmaceuticals, aerospace, and beyond. No matter your application, we have the instruments for you!
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2. Is your factory (or lab) ready to think? An insider’s take on next-gen automation and what really works
Despite pockets of manual data logging, executives are turning to data‑driven predictive maintenance and agentic scheduling, but maturity generally remains early.
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3. GreyB’s AI-driven Slate offers single search across 160 million patents, 264 million papers
The tool lets users query an index of 160 million patents and 264 million research papers, potentially cutting prior‑art and literature searches from hours to minutes.
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4. Eight reasons all is not well in GenAI land
Although Gartner projects generative‑AI spending will reach $644 billion this year, significant lingering technical and commercial challenges remain.
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5. NASA taps 100 million satellite images to train an open geospatial foundation model
The space agency has trained a 3 billion parameter model on 100 million Moderate Resolution Imaging Spectroradiometer (MODIS) satellite images to pull new signals from 25 years of Earth-observation data.
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