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
Host-controlled storage rollback can make TEE-hosted threshold signers leak key shares
Trail of Bits says a malicious host could roll back a TEE-hosted threshold signer's storage and force nonce reuse that leaks its private key share. The firm's advice is to keep the protocol sound without the enclave and tie attestation to each MPC party's identity.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap0
- Incentives30
- Confidence55
Private Processing runs glasses workloads in confidential VMs and logs every production image in an append-only public ledger, so the isolation claim can be checked from outside, though the matching binaries reach researchers only under agreement.
Reality
- Evidence44
- Adoption28
- Hype gap+24
- Incentives66
- Confidence58
Google plans to store Private AI Compute context in per-user databases keyed to the user's device
Private AI Compute has erased all context at the end of each task. Google plans to keep per-user context in encrypted cloud storage instead, with the decryption keys held only on the user's own devices.
Reality
- Evidence44
- Adoption
- Not scored
- Hype gap+22
- Incentives66
- Confidence52
buildOne report1 publisher Meta puts glasses AI inside confidential VMs the hypervisor can only read as ciphertext
Meta says a stateful, deeply personal assistant cannot fit in a pair of glasses, so inference runs in confidential VMs in its data centres, and the client sends nothing unless two attestation checks pass.
Reality
- Evidence34
- Adoption25
- Hype gap+24
- Incentives86
- Confidence51
buildOne report1 publisher Rambus: What Happens After a Failed Firmware Measurement Remains an Open Question for Cloud Providers
Berardino Carnevale of Rambus told Lets Data Science that measured boot protects only the components inside the measurement set, and that attestation evidence settles nothing until a verification service acts on it.
Reality
- Evidence45
- Adoption12
- Hype gap−10
- Incentives70
- Confidence55
DDRop silently drops DDR5 writes so Intel TDX reads stale memory as current
Confidential computing never promised memory freshness. DDRop turns that omission into arbitrary access inside a TDX guest, using a board that costs under $200 and two prerequisites a cloud provider already holds.
Reality
- Evidence62
- Adoption22
- Hype gap+20
- Incentives45
- Confidence58
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.
Reality
- Evidence58
- Adoption12
- Hype gap+20
- Incentives68
- Confidence55