Good evening, there.
Your AI learns how you work β transparently, privately, and under your control.
Recent chats
Chats & Projects
Resume work with the correct project scope, profile overlay, and learning permissions.
DCS Engineering OS
Control Tower, Adaptive Workspace, Connector OS, Mission OS, and R-Series integration.
AIE Workspace
Final UI design contract, profile controls, memory, intent, receipts, and developer handoff.
TRD Mind & Mart
Private AI workspace and open AI marketplace connected through TRD Console.
Recent conversations
| Conversation | Project | Scope | Learning | Updated |
|---|---|---|---|---|
| No conversations yet β start a chat and it will appear here. | ||||
My AI Profile
Everything the system has learned is reviewable, editable, exportable, and receipted.
Applied
Shapes every answer Β· β₯ 0.90Suggested
AIE thinks this Β· NOT acting on it Β· 0.70β0.89AIE inferred these but has not confirmed them with you β so it shows them and refuses to use them until you say yes. Every other memory silently acts on its guesses; this one does not.
Communication
AppliedWork Intelligence
Read overlayExecution Rules
User Controls
Learning Timeline
Point-in-time replay over the existing Time Machine receipt and version chain.
Events
DARK fixtureUPDATE Β· Quality before speed
Explicit confirmation raised confidence to 0.99 Β· receipt aie_rcp_9f2a
LEARN Β· Final documents in English
Cross-session recurrence Β· confidence 0.96 Β· global scope
SUPERSEDE Β· Planning language
English-only β Hindi-English planning Β· old validity window closed
DECIDE Β· Intent threshold
Consequential-action abstention remains 0.85 Β· config change receipted
DELETE Β· Temporary launch date
Tombstone created Β· history retained for proof
Point-in-time profile
11 Jul 2026 Β· 18:24Memory & Knowledge
Bi-temporal facts, episode summaries, entities, and prevention rules. Raw conversation turns are never stored.
Active facts
Receipted writesCorrections & Prevention
Mistake β correction β reason β prevention rule β measurable accuracy improvement.
Active prevention rules
βLoading your prevention rulesβ¦
Feedback fusion
Confidence v2Correction history
Mistake: generated an image after the user was discussing prompt quality. Correction: classify quoted examples as discussion unless explicit execution is present.
IF quoted_example=true AND explicit_execute=false THEN intent=discussion; action=abstain_from_executionCorrection: use the approved TRD asset automatically for every TRD project surface.
scope=project:trd Β· asset=trd_logo_locked Β· replacement=blockedIntent Lab
Test discussion vs instruction, quoted examples, abstention, and correction-derived prevention rules.
Classifier
No execution. Quoted/example span excluded by Boundary B5.
Execution thresholds
Config Β· DECIDE receiptsAdversarial restraint suite
Merge-blockingTransparency
See what was learned, why it was learned, the evidence used, and every change in its validity window.
Why this preference?
Applied Β· 0.98Never replace locked assets
Confidence explanation
βClick a confidence badge on any fact to see why β occurrences, confirmations, contradictions, recency, and the receipts behind it. Every value is fetched from /aie/explain; nothing here is hardcoded.
Learning boundaries
Zero-leak gateSession facts expire. Durable promotion requires recurrence or explicit pin.
Regex + model redaction before persistence; content never logged.
Single occurrence remains evidence-only.
Learn pipeline aborts at step 0.
Quoted, pasted, and example spans are non-executable.
Assistant turns never become user beliefs or opinions.