AI

EVMbench: AI agents for smart contract vulnerability detection and patching.

EVMbench: Putting AI Agents on the Smart‑Contract Auditing Hot Seat Why I’m suddenly obsessing over “smart contracts” Look, I’ve been covering everything from the first consumer‑grade VR headset to the latest quantum‑ready CPUs, and I still get a little jittery when I hear the phrase “$100 billion of crypto assets sit behind code you can’t see.” It feels a bit like watching a massive dam built out of glass—beautiful, impressive, and terrifying if a crack shows up. ...

February 23, 2026 · 9 min · TechLife
Screenshot of Gemma Scope visualizing language model internals

Gemma Scope Empowers AI Safety Community with Model Transparency

Key Highlights The Big Picture: Gemma Scope opens the black box of language models for the AI safety community. Technical Edge: It provides interactive visualizations that reveal how models process and generate text. The Bottom Line: Researchers can now diagnose risky behavior faster, making AI systems safer for everyone. [When we talk about AI safety, one of the biggest challenges is understanding what a model is actually doing under the hood. Gemma Scope addresses that pain point by giving us a clear window into the inner workings of language models, and the keyword Gemma Scope lands right at the heart of this breakthrough.] ...

December 21, 2025 · 2 min · TechLife