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@flockcap

Flock Capital

Flock Capital is an independent lab for AI alignment and safety, based in Seattle. We also build software: the tooling our research runs on, and products of our
flock capital. An independent lab for AI alignment and safety. We study how models behave, how safeguards fail, and how to tell an aligned system from an agreeable one.

Flock Capital is an independent lab for AI alignment and safety, based in Seattle. We also build software: the tooling our research runs on, and products of our own.

Products

reflet (reflet.sh): a reverse-engineering focused code editor, a code editor and a disassembler in one app. Invite-only, macOS and Linux. causerie (causerie.sh): a salon of AI regulars, each with one job. They work while you're away and ask before they act.

Research

Dictionary Learning as Unsupervised Steering-Vector Generation. Ontologizers vs. sparse autoencoders on SONAR sentence embeddings. Working notes, October 2026, with Wakaru.

The questions we work on:

  • Finding steering directions in a model's representations without supervision
  • Evaluations that measure what models do, not what anyone hoped they would do
  • Adversarial testing of the safeguards wrapped around models
  • What agents do once they are given tools and left alone

Open source

cantrip Speak plainly. Get the incantation. A keyless shell companion.
reflet-plugin-template Start a Reflet plugin: an RE example (XOR/stack-string decoder), a code example, the SDK and a release workflow.

Work with us

We run a small consulting practice: model evaluations, adversarial testing, software engineering and cybersecurity. Engagements are scoped, written up properly, and pay for the research. If you work on similar problems and want to compare notes, we'd like to hear from you.

flock.holdings · [email protected] · start an engagement

Flock Capital, LLC · Seattle, Washington · self-funded and supported by research grants

Popular repositories Loading

  1. cantrip cantrip Public

    Speak plainly. Get the incantation. A beautiful, keyless shell companion.

    Rust 27 2

  2. retrograde-bench retrograde-bench Public

    RETROGRADE: a procedurally generated, behaviorally graded, provenance-aware benchmark for reverse-engineering agents

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  3. reflet-plugin-template reflet-plugin-template Public template

    Template for Reflet plugins: an RE example (XOR/stack-string decoder) and a code example (TODO highlighter), with SDK and release workflow

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  4. homebrew-tap homebrew-tap Public

    Homebrew formulae by Flock

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  5. .github .github Public

    Organization profile for Flock Capital

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