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Company

OPAQUE

Confidential computing company building security infrastructure for AI, including attestation-based tools that protect model weights and data in use.

Known aliases

  • Opaque
  • OPAQUE Systems

Current stories

buildOne report1 publisher

Anthropic licenses Opaque's confidential-AI technology and hires its CEO and CTO, The Information reports

Anthropic is licensing Opaque Systems' technology and hiring some staff, including its CEO and CTO, The Information reported. Neither company has detailed the terms, including what they mean for Opaque's open-source tooling.

Publishers:thenewstack.io

Reality

Evidence50
Adoption
Not scored
Hype gap+10
Incentives
Not scored
Confidence55
securityConfirmed4 publishers

TRACE goes to the Linux Foundation, and the audit question becomes: show me the artifact

The Linux Foundation is taking over an open spec for hardware-signed agent runtime evidence. The producing side now has code and a spec; nobody has yet named who accepts the record.

Perspective Coverage

4 publishers
Builder
Builder 39%
Operator
Operator 46%
Investor
Investor 15%

Reality

Evidence55
Adoption20
Hype gap+30
Incentives70
Confidence60
buildOne report1 publisher

Enigmata says its encrypted training beats plaintext by 8 to 10 percent

Enigmata's $6.5 million seed from Blockchange Ventures funds a cryptographic transform that standard machine-learning pipelines are meant to consume unchanged, with the accuracy and speed figures coming from the company's own unpublished tests.

Publishers:runtimewire.com

Reality

Evidence30
Adoption10
Hype gap+45
Incentives80
Confidence58
securityOne report1 publisher

OPAQUE ships a spec that keeps model weights sealed until the host proves what it is running

Weight Custody Manifest binds a model's decryption key to hardware attestation, which gives builders a lever once weights leave their data center. The public 91-case suite exercises protocol logic on synthetic certificate roots.

Reality

Evidence58
Adoption8
Hype gap+22
Incentives75
Confidence55
buildOne report1 publisher

OPAQUE's Weight Custody Manifest lets the decryption key expire unless the runtime re-attests

OPAQUE's new specification turns licence terms into machine-readable policy that a key broker checks before every release of a decryption key. Whether that binds anything depends on parts the preview leaves open.

Publishers:runtimewire.com

Reality

Evidence58
Adoption12
Hype gap+20
Incentives68
Confidence55
buildOne report1 publisher

OPAQUE gives away the agent audit receipt and sells the machine that prints it

The Linux Foundation now hosts TRACE, a format for evidence of what an AI agent actually did. The package that produces those records still ships as a developer preview.

Publishers:runtimewire.com

Reality

Evidence54
Adoption19
Hype gap+28
Incentives79
Confidence56