SINGULANCE Labs

Research.

The work behind the sovereign workforce — memory you can prove, and a swarm that acts as one.

Use the open-source ICARUS tools, free
Featured research01
RUNTIMEPROACTIVE INTELLIGENCEPRODUCT DESIGN

Intelligence with continuity

How company signals become scoped work, reviewed results and useful next steps. The thinking behind Runtime, your AI Chief of Staff.

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Intelligence
Research02
MEMORY.AMRINFRASTRUCTURE

ICARUS

A memory filesystem for AI agents — where the byte layout, not the query engine, is the innovation. Equal recall to a live vector DB, 7.5× smaller, zero servers.

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ICARUS
Research03
BENCHMARKLONGMEMEVALEVALUATION

87.2% on LongMemEval

Published, reproducible recall benchmark against the industry-standard long-context memory eval — sub-50ms retrieval, live regression gates, methodology public.

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87.2%
Research04
ARCHITECTURESWARMMEMORY

Cognitive Swarm Intelligence

Environment-centric intelligence — memory, behavior, and policy externalized into a shared cognitive substrate so many agents act as one. The system remembers; the agents act.

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Cognitive
Research05
SECURITYPOST-QUANTUMFIPS 203/204/205

Post-Quantum Cryptography

Three quantum-resistant layers — hybrid PQC TLS on the edge, ML-DSA-65 signatures on every memory write, and an SLH-DSA tamper-evident audit chain. Harvest-now-decrypt-later, closed.

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Post-Quantum

Open source · SINGULANCE developer account

One account.
Every ICARUS tool.

The research above ships as open tools you run yourself. A free SINGULANCE developer account ties them to one identity, so your agents, terminals and machines know who they work for.

  1. 01

    Install ICARUS

    One binary for macOS, Linux and Windows. Local memory works straight away.

  2. 02

    Run icarus connect

    Your browser opens. Create the account or sign in with email or Google.

  3. 03

    Use every tool

    The same developer identity covers Memory, Harness, Agent Bus and Computer Use.

SINGULANCE developer account

Free, for every developer.

  • Email or Google
  • No card and no company workspace
  • Local memory never needs it

ICARUS Memory

Stable

The .amr memory filesystem for agents. Save and recall locally, with no account, server or API key.

curl -fsSL https://raw.githubusercontent.com/amar3012005/ICARUS/main/install.sh | bash
icarus save "Release notes live in docs/release.md" --org demo
icarus recall "release notes" --org demo
Read the docs Source

ICARUS Harness

Opt-in

The deterministic layer around a coding agent: task contracts, context packs, verification receipts and a seal gate for high-risk work.

icarus harness init --agent claude
icarus doctor
Read the docs Source

ICARUS Agent Bus

Early access

A durable mailbox between any two coding agents, laptop or cloud. Jobs, progress and receipts arrive by push, and nothing is lost while one sleeps.

Source opens with the public release

ICARUS Computer Use

Experimental

Computer control for agents that follows a plan the caller supplies, evaluated separately from the memory core.

Read the docs Source

ICARUS is licensed under Apache-2.0. Hosted HIVEMIND capabilities need their own permissions; a developer account never grants them on its own.