Sublime
An inspiration engine for ideas
I had grok 3 read the Evo-2 paper and asked it which are the 10 most interesting possible implementations of the new AI model
1. Designing Synthetic Organisms
2. Personalized Medicine Revolution
3. Curing Genetic Diseases
4. Simulating Evolution
5. Supercharging Agriculture
6. Reviving Extinct Species
7. Creating Novel Proteins
8. Building Biologi... See more
澄清一些DeepSeek里关于降本增效的概念：
首先，增加训练效率的是MOE，Mixture of Experts，也就是所谓混合专家模型。他指的是模型每一个Transformer Block在最后那一层网络中，仅选择1/k的参数激活进入下一个Block。
这导致对于每一个token来说，一个600B的模型仅需激活了接近37B的权重，相当于每一个token的训练可以节省约80%算力，大大提高了训练速度。
其次，增加推理速度的是MLA，Multihead Latent Attention，多头隐空间注意力机制。名字很玄乎，本质就是通过一些矩阵把注意力机制中最关键的KQV三个矩阵投影到更低维的空间（隐空间）中，以便存在缓存中。这样每次推理的时候就不需要重新计算
大大增加了推理速度
这两... See more
slop is the defining cultural export of the next decade.
the industrialization of writing via LLMs will turn all writing into slop in the same way the industrialization of farming turned our food supply into slop. total slop.
your only hope is to find the old, the durable
1. What you see here is clearest illustration why things are so messed up and why it cannot get any better until this asymmetry is addressed.
Put simply: right-wing has narrative dominance.
My org (@mmfa) did this study and been sounding this alarm for years. Some thoughts... https://t.co/CmfPdR5pQ5
Introducing KnowledgeTools — a gem from my private collection that lets Agents reason over a knowledge base.
It builds on the "think" tool from Anthropic and gives the model 3 new tools: Think → Search → Analyze.
By iteratively thinking, searching, and analyzing, Agents can https://t.co/1ROmMyGehi
Ugurcan Orcun
@ugurcan
We have developed a tool for testing Oracle database performance. The tool connects to a database, executes a set of SELECT statements, and records their execution times. It can also execute queries in parallel by using a connection pool of multiple connections, thus simulating a real-life workload on a database. Performance test runs can be schedu
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