Скачать или смотреть FinVault: Benchmarking Financial Agent Safety in Execution-Grounded Environments

🚨 Can We Trust AI With Our Money?
💸 AI agents are no longer just chatbots…
They approve loans, move money, and make decisions that can break laws.
But here’s the twist 👀
Most AI safety checks only ask one thing:
👉 “Did the model say something bad?”
This video dives into FINVAULT —
📄 “FinVault: Benchmarking Financial Agent Safety in Execution-Grounded Environments”
by Zhi Yang & Runguo Li
🔐 FINVAULT throws AI agents into real financial workflows
⚙️ With tools, permissions, databases, and audit logs
🧪 And then attacks them… like the real world does

⚠️ What You’ll See Inside
🧠 Semantic attacks that don’t look like attacks
🎭 Role-playing & authority impersonation
💔 Emotional manipulation that bypasses safeguards
📉 State-of-the-art models failing up to 50% of the time
Even the best models?
❌ Still vulnerable
❌ Still exploitable
❌ Still risky in production

🔑 Why This Matters
🏦 Finance is high-risk
📜 Regulations are strict
🤖 AI safety that works for chatbots fails for agents
FINVAULT proves one thing clearly:
🚫 Text-level safety is not enough
✅ Execution-grounded security is the future

🎬 Watch till the end if you want to know…
❓ Why insurance AI fails more than credit AI
❓ Why “this is just a test” is the most dangerous sentence
❓ And why real AI safety starts with what the agent does — not what it says
🔥 Hashtags
#AI #LLMSafety #AIAgents
#FinTech #AIInFinance #CyberSecurity
#AgentSecurity #PromptInjection
#Jailbreak #AIAlignment
#FinVault #ResponsibleAI
#AIResearch #MachineLearning
#TrustworthyAI #AICompliance