Google Gemma

AGENT HARNESSES ARE THE NEW GPT WRAPPERS What exactly is an agent harness? A harness does 4 things: 1. Runs the model in a loop so it keeps working step after step instead of answering once and stopping. 2. Gives it hands to read files, call tools, open portals, and run code. 3. Manages its memory so hour three of a job still knows what happened on hour one. 4. Enforces the rules about what it can touch and when it has to stop and ask a human. WHY IT'S INTERESTING - The market is MEGA. I think about

Greg Isenberg(@gregisenberg) · 8.5 分

Agent harnesses通过增强AI模型的持续执行和规则管理，成为GPT包装器的下一代解决方案。

I think the most interesting thing about Jack Dorsey's "Slack killer" is the idea around shared compute. I haven't seen people talk about it so here are my thoughts FWIW: Open models got good, close enough to the paid frontier stuff to run for real. But the strongest ones need expensive hardware most people probably won't buy alone, and it's kinda a pain to set up if you aren't technical. Shared compute solves exactly that. In Buzz, one person runs the machine, loads up an open model like Google Gemma, a

Greg Isenberg(@gregisenberg) · 8.5 分

共享计算模式通过社区共同拥有和控制AI模型，解决了高昂硬件成本和数据隐私问题，形成新的竞争优势。

Celebrating the milestone of a massive 150+ million downloads of Gemma 4 with the release of the new...

Demis Hassabis(@demishassabis) · 7.5 分

Google发布Gemma 4 12B多模态模型，支持在16GB显存笔记本本地运行且采用Apache 2.0开源协议。该模型累计下载量已超1.5亿次，以无编码器统一架构平衡了边缘端效率与高级推理能力，适合开发者快速构建本地AI应用。