Godot is also getting really good

Yeah, my immediate thought is "wow, that really shows the dangers of depending on a proprietary platform; maybe people will start going FOSS to escape". Because honestly, using a proprietary platform is an understandable move if it's useful and you think it won't do a rugpull, but a major vendor deciding to do exactly that feels like it shifts the analysis.

But I'm not a game dev, so take this with a whole helping of salt grains.

what's lacking about Godot C# support?

You can't build to mobile on 4.x version, only desktop supported.

fwiw Google did the same trick with their servers

Likewise Nvidia...buried in supplemental CFO commentary[1] circa FY23 Q4:

> Starting in fiscal 2024, we are extending the useful lives of a majority of our servers, storage, and network equipment from three years to a range of four to five years, and assembly and test equipment from five to seven years. As a result, we expect favorable impact to operating income of approximately $26 million in the first quarter and $133 million in fiscal 2024 from a reduction in depreciation expense based on equipment balances as of January 29, 2023. The favorable impact will be primarily in operating expense, and to a lesser extent in cost of goods sold.

[1] https://www.sec.gov/Archives/edgar/data/1045810/000104581023...

monte carlo or some kind of ant colony simulation probably

I think it's still significantly behind GPT 3.5/4, both of which can get 67% on HumanEval, and 88% with Reflexion

Keep in mind that StarCoder(Base) is just a pretrained LM. The extra stuff that makes 3.5/4 like RLHF gets built on this.

Aren't GPT-3 etc base LM and ChatGPT the instruction tuned? Or am I wrong?

code-davinci-002 is a base LM, and the other 3.5 models (text-davinci-{002,003}, gpt-3.5-turbo, and ChatGPT) use instruction tuning and/or RLHF. Source: https://platform.openai.com/docs/model-index-for-researchers

OOOH I've got one - I made a short script that lets me play any video on any site at arbitrary speed (speed controlled by arrow keys).

//@ts-check window.kVideoSpeed = 1; window.initialVolume = 1;

NUMPAD_3 = "99" NUMPAD_2 = "98" NUMPAD_6 = "102" NUMPAD_5 = "101"

UP_ARROW = "38" DOWN_ARROW = "40"

let timeoutId = null; document.onkeydown = (e) => { if (!document.querySelectorAll("video").length) { // no-op for pages with no videos return; } window.initialVolume = document.querySelector('video')?.volume || 1

    let myDiv = getOrMakeDiv();
    e = e || window.event;
    let KEYCODE = e.keyCode;

    // NOTE: can't use left/right b/c those go forward/back 10s on some sites
    if ((KEYCODE == UP_ARROW || KEYCODE == NUMPAD_6) && window.kVideoSpeed < 4) {
        // up arrow
        window.kVideoSpeed += 0.5;
        myDiv.textContent = window.kVideoSpeed;
    } else if ((KEYCODE == DOWN_ARROW || KEYCODE == NUMPAD_5) && window.kVideoSpeed > 1) {
        // down arrow
        window.kVideoSpeed -= 0.5;
        myDiv.textContent = window.kVideoSpeed;
    }
    for (let el of document.querySelectorAll("video")) {
        el.playbackRate = window.kVideoSpeed;

        // prevent volume from changing
        setTimeout(() => {
            el.volume = window.initialVolume
        }, 100)
    }
    if (timeoutId) {
        clearTimeout(timeoutId);
    }
    // set timeout to remove div
    timeoutId = setTimeout(() => { myDiv.remove() }, 1000);

}; function getOrMakeDiv() { if (!document.getElementById("myDiv")) {

        let div = document.createElement("div");
        div.id = "myDiv";
        // add styles to div
        div.style.padding = "8px";
        div.style.textAlign = "center";
        div.style.fontSize = "16px";
        div.style.position = "fixed";
        div.style.fontWeight = "600";
        div.style.border = "1px solid yellow";
        div.style.color = "white";
        div.style.backgroundColor = "black";
        div.style.zIndex = "999999";
        // insert div at the top of the body
        if (document.fullscreenElement) {
            document.fullscreenElement.prepend(div, document.fullscreenElement.firstChild)
        }
        else {
            document.body.insertBefore(div, document.body.firstChild);
        }
    }
    return document.getElementById("myDiv");
}

Yep this is what most data structures and algo questions optimize for.

> last updated 2023-03-19

Yep, anything that old is ancient in the AI world

Singularity will happen when we have real quantum computing then we wont know if the Ai is alive or not or both.

I don't think that's how that works

This isn't true, many open source companies make money in ways that don't diminish the core open source product, Kafka/ElasticSearch/MongoDB/Supabase/Vercel/Grafana/Red Hat/etc

Most of them have the core features put behind an enterprise license.

Correct