Benhao Tang PRO
benhaotang
AI & ML interests
Physics Master student in theoretical particle physics at Universität Heidelberg, actively looking into the possibilities of integrating AI into future physics research.
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🚀 New smolagents update: Safer Local Python Execution! 🦾🐍
With the latest release, we've added security checks to the local Python interpreter: every evaluation is now analyzed for dangerous builtins, modules, and functions. 🔒
Here's why this matters & what you need to know! 🧵👇
1️⃣ Why is local execution risky? ⚠️
AI agents that run arbitrary Python code can unintentionally (or maliciously) access system files, run unsafe commands, or exfiltrate data.
2️⃣ New Safety Layer in smolagents 🛡️
We now inspect every return value during execution:
✅ Allowed: Safe built-in types (e.g., numbers, strings, lists)
⛔ Blocked: Dangerous functions/modules (e.g., os.system, subprocess, exec, shutil)
3️⃣ Immediate Benefits 💡
- Prevent agents from accessing unsafe builtins
- Block unauthorized file or network access
- Reduce accidental security vulnerabilities
4️⃣ Security Disclaimer ⚠️
🚨 Despite these improvements, local Python execution is NEVER 100% safe. 🚨
If you need true isolation, use a remote sandboxed executor like Docker or E2B.
5️⃣ The Best Practice: Use Sandboxed Execution 🔐
For production-grade AI agents, we strongly recommend running code in a Docker or E2B sandbox to ensure complete isolation.
6️⃣ Upgrade Now & Stay Safe! 🚀
Check out the latest smolagents release and start building safer AI agents today.
🔗 https://github.com/huggingface/smolagents
What security measures do you take when running AI-generated code? Let’s discuss! 👇
#AI #smolagents #Python #Security
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benhaotang's activity
[FEEDBACK] Inference Providers
84
#49 opened about 2 months ago
by
julien-c
Adding Evaluation Results
#2 opened about 2 months ago
by
benhaotang
What temp are these expected to be used at?
2
#6 opened about 2 months ago
by
rombodawg
Correctness of the example question in HF space
2
#1 opened about 2 months ago
by
benhaotang
Correctness on the example question
1
#1 opened about 2 months ago
by
benhaotang
Is this LLM trained for the Cline exstension in VSC?
1
#1 opened 3 months ago
by
dadadies
Interesting...
1
#1 opened 3 months ago
by
deleted
ehristoforu/Gixtral-100B
6
#410 opened 4 months ago
by
benhaotang
ehristoforu/Gixtral-100B
6
#410 opened 4 months ago
by
benhaotang