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Introducing Glass: Learn Things Once.

by Eric GlymanXpublished

Hraness wrote this summary from a saved copy of the source. Quotations are taken word for word from the source.

gist

Ramp co-founder Eric Glyman launches Glass in an X Article (x.com/i/article/2109815621223358465): an internal AI workspace that turns employees' best prompts and workflows into shared company knowledge. After a $1.5 million token week, Ramp built Glass so every employee starts from what the company already learned, with shared skills, multiplayer sessions, Ramp Router model selection, and per-project cost meters.

ideas

  • Access is not adoption. Glyman argues that handing everyone the best models and the most tokens produces expensive noise, not an AI-native company.
  • Company learning leaks. Great prompts and workflows live in one person's chat history and vanish; Glass saves them as skills that anyone can start from.
  • Small lessons compound. Glass learned from Finance to exclude U.S. firms with U.K. offices; 323 employees have made 6,500+ edits, and one saved prompt lifted captured feature requests from about 300 to 20,000 a month, per Ramp's chart.
  • Costs need a meter. Every project shows live spend like a taxi meter, and Ramp Router picks a model per request; Ramp says its bill fell 30% overnight.
  • Learn things once. Asked by David Senra how Ramp moves fast, Glyman answers that each lesson is captured once and reused by everyone.

quotes

“It’s like giving every employee a Steinway and expecting a symphony. What you actually get is a lot of expensive noise.”

Eric Glyman, on handing out AI without changing how work is done.

“You do brilliant work. And almost none of it is seen twice.”

Eric Glyman, on how company knowledge disappears.

“No model ships with your company's brain.”

Eric Glyman, on why company context matters.

“Well, I sent David four words back: “We learn things once.””

Eric Glyman, answering David Senra's question.