Alex Gogan

My Current Writings will be here for now on Medium
identify myself as an #Androcratopolitanesque

[Alex Gogan @alexgogan]

@thecodemind @ashutosh_270497 >:¬} it was bit of humor

[Alex Gogan @alexgogan]

Just got this in this morning

OpenAI is Down!

"■ FOR IMMEDIATE RELEASE
ChatGBP Declares Digital Bankruptcy, Warns of Impending Downgrade to 56k Dial-Up Sounds"

[Alex Gogan @alexgogan]

@GardaTraffic oh no, i really hope this doesnt happen GULP

[Alex Gogan @alexgogan]

trying to decide on the current @IKEAUK Instruction Manual Design team..

are they

one of these

[Alex Gogan @alexgogan]

@ohryansbelt @ericweinstein @joerogan Ryan, it is now too late to be honest, there is too much capital invested into AI for this to stop, even if we never reach AGI or beyond this is unstobable. So where do you think the money to pay them back will come from?

[Alex Gogan @alexgogan]

@nextofficial oh typo heaven there >:¬}

[Alex Gogan @alexgogan]

@nextofficial why are you sti charging irish customers extra 17% on all your products. After all these years ripping off your irish customers. Just remembered why stopped shpping here.

[Alex Gogan @alexgogan]

@Yeelight Would love this but binned 4 of your bulbs and switch because no one in support got back to me

[Alex Gogan @alexgogan]

@JamesGunn
My Fav is the last
#WonderWoman #dccomics

[Alex Gogan @alexgogan]

This is wonderful with real world data, The Transformer's attention mechanism softmax(QK^T/√d_k)V always outputs confident probability distributions, even when it shouldn't be sure.

Real data: "Paris is beautiful" vs "Paris is overrated"
Synthetic data: Consistent templates only
Result: Model never learns uncertainty or conflicting views

[Alex Gogan @alexgogan]

@RetroNewsNow @meganfink01 Thanks for reminding me of this Movie. Prefect Christmas movie >:~}

[Alex Gogan @alexgogan]

@TeamYouTube Thanks for that, monitoring servers is fun, monitoring routing insane

[Alex Gogan @alexgogan]

@YouTube @wesroth
Google having problems again.

[Alex Gogan @alexgogan]

6 Whether it’s the linguistic density or the MoE (Mixture of Experts) architecture, the West is winning narrative has a blind spot.

I break down the full "AGI Space Pen" theory here:
https://t.co/ZBKim5zZJp
@rowancheung @ylecun @bindureddy

[Alex Gogan @alexgogan]

5 The Pencil Advantage isn't just language. It's Embodied AI. As @DrJimFan notes

China has 50% of the world's industrial robots. While Western AI trains on Reddit threads, Chinese AI trains on physics and manufacturing data.

[Alex Gogan @alexgogan]

4 Efficiency beats Brute Force. History proves this repeatedly: Google PageRank > Lycos More Servers Tesla Software > Detroit More Factories
While the West bruteforces scaling laws $100M+, China is optimizing the architecture.
@balajis calls The Network State vs legacy systems.

[Alex Gogan @alexgogan]

3 This compounds over long reasoning chains.

If a math proof takes 50 steps in English, it might take 30 in Chinese. Less noise. Less drift. Crisper logic.

The AI discovered that Chinese is simply a better OS for reasoning.

Reducing the noise improves the signal @fchollet

[Alex Gogan @alexgogan]

2 It comes down to Tokens. LLMs don't read words they read chunks of meaning.
English: "I'm going to the store" (High token count) Chinese: "我去商店" (Dense logograms)
Chinese encodes the same meaning with ~40% less tokens. We are in a compute-constrained world!
@karpathy