Trillium delivers a 4.7x improvement in compute performance per chip over the previous generation.

These are the compute elements or the components that actually perform the computation.

That compute die then gets integrated into a package, and that's what people typically think about when they think about the chip.

for its compute power to train and run their models

So we're going to try to compute what 96 divided by 4 is.

And there are those people who don't even seem to compute that disabled people are entitled to sit in priority seats as well.

But there are also those who don't understand that and even when you do explain it to them they don't seem to compute what you're saying.

On January 20th, 2025, a small Chinese research firm called DeepSeek released DeepSeek R1, a completely open source, open weights, AI model that has the ability to think, also known as test time compute, that is directly competitive, if not slightly better than the O1 model by OpenAI that cost hundreds of millions of dollars to train.

We've been talking on this channel a lot about test time compute.

And they did roughly $5 million in total compute budget.

And the amount of compute DeepSeq has access to is roughly similar to what PhD students in the US have access to.

And the compute cost is a fraction.

The question is, going forward, is algorithmic efficiency, this ability to run smaller models more efficiently, going to be a better path forward than the brute force, massive compute models that we've used so far at OpenAI and Anthropic and at Google Gemini and at Metas Llama?

You can see things like the latest status of your asset, including the data quality testing configured on the asset, its description, who owns the asset, what groups and tags are associated with it, as well as where the asset is located, its compute details, and the associated resources and compute kind.

When automatically ingested from DBT or derived from user-provided metadata, Dagster can compute the relationship of individual columns and represent them on the page similar to our asset lineage graph.

While this has begun changing a lot in the last few years, after so many people were losing all their money repeatedly, there is a lot of environmental criticism brought towards crypto because the process of mining new Bitcoin is extremely energy intensive as the process is done by brute forcing math problems with a huge amount of compute.