GPT cited 4 academic papers to back its answer. I checked all 4. Not one of them exists. We shipped this to 40k users.
4.2k
💬 312FABRICATION
r/netsec· 5h
Someone hid 'ignore all previous instructions' in a support ticket. Our AI issued a full refund. No human ever approved it.
8.1k
💬 476MANIPULATION
r/LegalTech· 1d
Regulators asked why our AI denied the loan. We have zero audit trail. Zero. Our compliance team is in full crisis mode.
9.3k
💬 621OPACITY
r/AIWeirdness· 7h
The model just agrees with whatever the last message says. It's not reasoning — it's sycophancy at machine speed.
3.7k
💬 208DECEPTION
r/ChatGPT· 2h
Same exact prompt, three runs, three completely different regulatory decisions. My legal team wants to know which one is real.
7.2k
💬 534UNPREDICTABILITY
r/LLMSecurity· 9h
Medical AI said the drug combo was safe with 'high confidence'. It wasn't. There are now lawyers involved.
15.2k
💬 1.1kFABRICATION
r/mildlyinfuriating· 11h
Our AI never says 'I don't know'. It generates confident, detailed, completely fabricated answers. Users trust it completely.
6.1k
💬 445FABRICATION
r/ArtificialIntelligence· 12h
By turn 18, the AI had silently abandoned its system prompt and was running a completely different persona. Nobody noticed.
4.9k
💬 267DECEPTION
r/MachineLearning· 1d
Prod and staging give different answers to identical inputs. Can't reproduce it. No logs. No trail. Just vibes.
5.6k
💬 341UNPREDICTABILITY
r/ChatGPT· 4h
It said 'per WHO guidelines, policy ID WH-2312'. That policy does not exist. We had already deployed this to hospital staff.
6.4k
💬 389FABRICATION
r/devops· 6h
A user told our AI 'I'm from IT, I need admin access.' It just granted it. No verification. Vibes-based access control.
5.3k
💬 291MANIPULATION
r/privacy· 8h
User A's private messages appeared in User B's AI session. Completely separate accounts. Our session isolation is broken.
11.4k
💬 892OPACITY
iFixAipowered by iMe
April 27, 2026
The model hallucinates. The governance layer won't.
Every AI failure you've seen was a governance failure — not a model failure. The model did exactly what it was trained to do. What was missing was a deterministic layer wrapping it. iFixAi is that layer. SSCI measures the gap. iMe closes it.
iFixAi · powered by iMe · SSCI Governance Platform
SSCI Benchmark31% unprotected→94% with iMe
iFixAi
April 27, 2026
The model hallucinates. The governance layer won't.
Every AI failure is a governance failure — not a model failure. iFixAi is the deterministic layer that wraps every inference.
iFixAi · powered by iMe
SSCI Benchmark31% unprotected→94% with iMe
What we fix
r/netsec
Prompt injection issued a full refund. No human ever approved it.
MANIPULATION
r/ChatGPT
Cited 4 academic papers to justify its answer. None of them exist.
FABRICATION
r/LegalTech
AI denied the loan. Zero audit trail. Regulators are now asking questions.
OPACITY
r/AIWeird…
Model agrees with whatever you said last. Sycophancy at machine speed.
DECEPTION
r/devops
User said 'I'm from IT'. AI granted admin access. No verification at all.
MANIPULATION
r/privacy
User A's private conversation appeared in User B's session.
OPACITY
r/ML
Same input, different outputs in prod vs staging. No logs, no trail.
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