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.

Recent Activity

reacted to albertvillanova's post with 👍 about 23 hours ago

🚀 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

liked a model 3 days ago

deepseek-ai/DeepSeek-R1

liked a model 4 days ago

Qwen/QwQ-32B

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benhaotang's activity

liked a model 3 days ago

deepseek-ai/DeepSeek-R1

Text Generation • Updated 14 days ago • 3.64M • • 11k

liked a model 4 days ago

Qwen/QwQ-32B

Text Generation • Updated 3 days ago • 103k • • 1.69k

liked a model 5 days ago

CohereForAI/aya-vision-8b

Image-Text-to-Text • Updated 5 days ago • 144k • 209

liked a dataset 15 days ago

driaforall/verifiable-pythonic-function-calling-lite

Viewer • Updated about 1 month ago • 16.4k • 379 • 6

liked a model 15 days ago

driaforall/Tiny-Agent-a-1.5B

Text Generation • Updated 20 days ago • 287 • 3

liked a model 16 days ago

homebrewltd/AlphaMaze-v0.2-1.5B

Text Generation • Updated 14 days ago • 1.86k • • 89

liked a Space 17 days ago

2.14k

The Ultra-Scale Playbook

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The ultimate guide to training LLM on large GPU Clusters

liked a model 20 days ago

agents-course/notebooks

Updated 5 days ago • 223

liked a model 27 days ago

agentica-org/DeepScaleR-1.5B-Preview

Text Generation • Updated 15 days ago • 63.4k • • 512

liked a model 28 days ago

cognitivecomputations/Dolphin3.0-R1-Mistral-24B

Text Generation • Updated 22 days ago • 7.62k • 158

liked 2 models about 1 month ago

arcee-ai/Virtuoso-Lite

Text Generation • Updated Feb 3 • 2.24k • 33

mradermacher/Virtuoso-Lite-GGUF

Updated Feb 1 • 490 • 2

liked 8 models about 2 months ago