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Chronicles

The story behind the story

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Quantum Circuits Inc., founded by Yale professors including physicist Robert Schoelkopf, raises $18M from Sequoia and Canaan to build and sell quantum computers

Cade Metz / New York Times :

New York Times Cade Metz

Context & Ripple Effects

This 2017 round is the opening move of the arc the related coverage traces: Robert Schoelkopf's Yale lab spinout taking $18M from Sequoia and Canaan to build and sell quantum computers while the field was still a research bet rather than a market. Eight years later the same company raised $60M led by In-Q-Tel specifically to make error correction more efficient — the problem standing between lab prototypes and commercially useful machines.

The surrounding market scaled faster than any single company: tooling vendor Quantum Machines went from a $17.5M round in 2020 to $170M by 2025, UK rival Oxford Quantum Circuits later pulled in $350M, and Israel's Quantum Source raised $50M for a photonic approach. What Sequoia bought at seed-scale pricing in 2017 is now a category where nine-figure rounds are table stakes.

First-order effects

  • Quantum Circuits gets the capital to move from Yale lab project to selling actual machines, with Schoelkopf's superconducting design as the product thesis.
  • Sequoia and Canaan secure early positions in quantum hardware at pre-commercial valuations, ahead of the specialized quantum investors that dominate later rounds in this coverage.

Second-order effects

  • Later entrants are forced to raise dramatically larger rounds to compete — Oxford Quantum Circuits' $350M Series C and Quantum Source's $50M photonic bet show the entry price inflating roughly twentyfold within a decade.
  • A tooling layer forms around the machine-builders: Quantum Machines sells control hardware and software to other quantum companies, monetizing the sector even before end-user computers ship at scale.

Third-order effects

  • Investment migrates from raw qubit demonstrations toward error correction and integration — Quantum Circuits' own $60M error-correction round and Sygaldry's hybrid quantum-classical data center servers point to efficiency per logical qubit becoming the axis on which capital concentrates.
  • If the pattern holds, quantum computing consolidates into a stack resembling classical compute: a few funded machine-builders, a distinct tooling layer, and buyers who care about cost-per-reliable-operation rather than physics milestones.

The trend: Quantum computing has traveled from eight-figure university-spinout seed rounds to nine-figure growth rounds, with error correction replacing qubit demos as the core investment thesis.