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  • 01 / Product Strategy
    When Building Gets Cheap, Product Judgment Gets Expensive

    Claude Code expands the space of possible products. The differentiator is no longer a convincing specification—it is choosing, testing and shipping the right experience.

    8 min read · interactive
  • 02 / Future of Work
    More Agents. One Person Who Signs Off.

    Leaders are using AI more often, but adoption is not ability. As execution accelerates, accepted work—not generated output—becomes the real productivity measure.

    8 min read · interactive
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← AI knowledge base/Concepts & methods

few-shot learning

Machine learning approach that enables a system to learn new tasks or recognize new objects from only a few examples or demonstrations.

Type of
machine learning, paradigm

Connected

  • machine learningscientific study of algorithms and statistical models that computer systems use to perform tasks without explicit instructions

Linked from

  • one-shot learningobject categorization problem that aims to learn information about object categories from one training sample

More concepts & methods

  • liquid state machinetype of artificial neural network
  • nonlinear dimensionality reductionsummary of algorithms for nonlinear dimensionality reduction
  • robot learningmachine learning for robots
  • cellular neural networkparallel computing paradigm similar to neural networks, with the difference that communication is allowed between neighbouring units only
  • differentiable neural computerartificial neural network architecture
  • multi-task learningform of machine learning where a model learns multiple tasks

Sources

  • Wikidata Q110797734 (structured facts, CC0)
  • Wikipedia
GM.
George Moreas.

Senior product leader and hands-on AI builder writing about search, automation, ecommerce, and the systems changing how companies operate.

moreas.george@gmail.com
Boca Raton, FL

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© 2026 George Moreas · Boca Raton, FLIndependent field notes from a working product builder.