Appeals court sides with Trump admin in Anthropic blacklisting

AI Agents vs Traditional Automation: What's Actually Different for Security

The real security difference between an AI agent and traditional automation is not "smart vs dumb". It is where control over execution lives : in code your team wrote, or in a model-driven decision…

2h ago ·dev.to

I Built a Stock Price Prediction App While Learning ML — Here's What I Learned

TL;DR: I built a full-stack stock prediction app with 7 ML algorithms, 1,001 stocks, and offline-first support. It's open source, and I'd love your feedback.

• Reporter built stock prediction app while learning ML
• App uses 7 ML algorithms on 1,001 stocks
• Reporter learned data quality crucial for ML

2h ago ·dev.to

What Even Is an OS Now?

2h ago ·sockpuppet.org

Gemma 4 on Amazon SageMaker: QAT Weights Decode 2.05x Faster Than bf16 on One L4

This article gives a short background on Amazon SageMaker real-time endpoints, then measures Gemma 4 E2B's quantization-aware trained (QAT) checkpoint against the full-size bf16 release on the same…

• QAT Gemma 4 checkpoint decodes text 2.05x faster than bf16 on NVIDIA L4
• QAT checkpoint achieves 4-bit weights, saving 18% GPU memory
• Deployment requires SageMaker quota of at least 1 instance type in L4-capable region

2h ago ·dev.to

Gemini Notebook Adds Live Voice Conversations and Mobile Audio Recording Tools

Google is expanding Gemini Notebook with real-time voice conversations, a mobile audio recorder and new interactive learning outputs.

2h ago ·dev.to

What breaks when AI apps go live

This is a living report. The current numbers and method are at research.gemmein.com , updated daily. We grouped 59 recent, verified reports from builders whose apps broke near or after launch.

• Sign-in and session management issues cause failures in AI apps
• Access rules allow unintended data access for users
• Payment webhooks fail to trigger proper access permissions

2h ago ·dev.to