Evidence · first-party tested

When the later login-testing reply is generated, stale SSO context is still visible in retrieval, but it does not dominate the final answer and the newer rollout context stays primary.

◐ MixedHindsight →
Output — unretouched
tool output
Output — unretouched
tool output
The observation

When the later login-testing reply is generated, stale SSO context is still visible in retrieval, but it does not dominate the final answer and the newer rollout context stays primary.

Criterion: Update and Correction Handling · Scenario: Client Relationship Memory (group: memory-for-ai-agents)
Query this
get_evidence({
  tool: "hindsight",
  scenario: "memory-for-ai-agents"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, other tools
Cognee ✓ WorkedMem0 ◐ MixedSupermemory ✗ FailedZep ✗ Failed
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com