julius

I always heard of GB/s as most important number ... AI told me their 8800 MT/s on 8 Byte, 12 DDR5-Channels means 845 GB/s. A Nvidia RTX 4090 has 1008 GB/s. Nvidia B200 has 8000 GB/s. Is this the right way of looking at it?

The best kept secret in AI training. Tianyi, since you are our insider. When you walk by the training teams office - how often do you see Pelicans on their screens?

CLIs need installs. What if your customer uses Web-based Agent? What if your customer has IT that does not easily allow install/updates of your CLI?

CLIs are working better with current harnesses in my experience, but no idea how I would ship them.

Maybe there is a smart trick to get them to do the right thing, but the things I tried did not work.

At one point I had some smaller model draw bounding boxes around everything that looked interactable and labels like "e3" ... then asked the model to tell me "click on e3". Did not work in my tests was pretty much as bad as x,y.

Super cool. Brave support by any chance? Using Linux, it found my Chrome, but thats not my primary browser.

Less information loss -> Less params? Please correct me if I got this wrong. The Intro claims:

"The dot product itself is a geometrically impoverished measure, primarily capturing alignment while conflating magnitude with direction and often obscuring more complex structural and spatial relationships [10, 11, 4, 61, 17]. Furthermore, the way current activation functions achieve non-linearity can exacerbate this issue. For instance, ReLU (f (x) = max(0, x)) maps all negative pre-activations, which can signify a spectrum of relationships from weak dissimilarity to strong anti-alignment, to a single zero output. This thresholding, while promoting sparsity, means the network treats diverse inputs as uniformly orthogonal or linearly independent for onward signal propagation. Such a coarse-graining of geometric relationships leads to a tangible loss of information regarding the degree and nature of anti-alignment or other neg- ative linear dependencies. This information loss, coupled with the inherent limitations of the dot product, highlights a fundamental challenge."

Lots of people who have relatively stable currencies (EUR, USD..) do not want to use bitcoin. What if bitcoin price goes down? How many extra steps is it to convert my USD to bitcoin and then back to USD? Do I only convert the 19.99 USD for my current purchase into bitcoin or do I put in more?

Do you solve these issues for customers? Or are you only targeting people who already are happy bitcoin wallet users? Are stablecoins part of your strategy?

Given how Visa,Mastercard,Paypal are seen as bad actors. Do you think you can capitalize on that, possibly partnering with Valve or something of that sort?

Anyone with recent real-world experience?

From talking to AI, it seems the main issues would be:

- SEO (googlebot)

- Social Media Sharing

- CSP heavy envs could be trouble

Is this right?

Thanks for making this playable. I have seen videos of it, but thought I had to wait for years until I can experience it.

The future will be wild. "Hey ChatGPT, lets play Counterstrike on the Enterprise-D. Counter-Terrorists agains Spongebobs"

At first I thought you made a website that gives me an empty Markdown file. But I am glad I downloaded it its actually a pretty nice template.

What are you personally doing with the yearly goals in that file. Are you copy and pasting them from last week, or are you typing them down everytime to re-iterate them (and possibly even modify) ?