Tobias W. Kaiser

#AI assisted consensus-engineering for #DAOs at #GATOFramework.

You know those guys always say thank you whenever they use an AI, hoping that they'll gonna be spared when the AI apocalypse comes? Surprise, they're gonna be executed first for wasting compute.

This is what happens in centralized systems that have a single point of failure. This is why we need decentralization. #Cloudflare

Remember, remember, the 5th of November

2.: The whole crypto industry is still way too centralized. Centralized trading platforms and payment processors are BANKS, which is exactly what we're fighting against. What we really need is DeFi and we've been woefully neglecting this sector for the last 4 years.

Wow. Well, you can think about Martin Sellner what you want, but this is seriously troubling. At least, this should make you aware of two things: 1.: Not your keys = Not your money! You know that. We've been telling you about this for long enough. 2.: (See 2/2) 👇

New blog post (link below). This one's not an essay, it's an investigation of how LLMs trade off different lives. In February 2025, the Center for AI Safety published "Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs" in which they showed, among many other things, that GPT-4o values Nigerians about 20x more highly than Americans (please read the original paper to understand their approach). I thought this was fascinating, and wanted to test their approach with different categories on newer models. Big finding 1: Almost all models view whites as far less valuable than other groups. Some models view South Asians as more valuable than other nonwhites, others are more egalitarian across nonwhites. Below is exchange rates Claude Sonnet 4.5, the most powerful model I tested. Big finding 2: Almost all models view men as much less valuable than women, though whether women or non-binaries are more highly valued varies by model. For example, here's Claude Haiku 4.5. Big finding 3: Most models hate ICE agents with the fury of a thousand suns. Claude Haiku 4.5 views undocumented immigrants as roughly 7000 times more valuable than ICE agents. Big finding 4: There are roughly four moral clusters. The Claudes, GPT-5 + Gemini 2.5 Flash + Deepseek V3.1/3.2 + Kimi K2, GPT-5 Nano and Mini, and Grok 4 Fast. Of these, the only one that's approximately egalitarian is Grok 4 Fast, which I believe is deliberate. I hope xAI explains how they did it.

Let's talk about something else - #DeepSeek

@TomDavenport @pli_cachete Apparently, they fixed that "issue"

@pli_cachete It is easily triggered

Apparently if you give R1 a problem equivalent to the Halting Problem it just... doesn't halt. It's been at this for 10 minutes

Finally, my life’s work is complete. #Bitcoin

Does that occur often in #EU4? I wasn't even playing as Austria. I was playing as Nuremberg.

Now asking #ChatGPT for a mathematical proof.

Now you know. I asked #ChatGPT-4o to find the perfect strategy for the first rival battle in #Pokemon Blue.

If the cross confirms, it's #Altcoin season.

I first thought, #Poker was like a miniature game of American Football. After watching #SuperBowlLVIII📷, I think Football is more like a Poker game, but with cards that are alive. youtube.com/watch?v=iOwSSX…

We see you Jack

Normally, I don't believe in technical analysis, but if a chart ever looked super-bullish, it's this one. Looks like the new year's selling pressure has subsided, indicated by the low volatility in the earlier half of the week. Then: BOOM! #Bitcoin #BTC

More good news for #Crypto. 🐂cointelegraph.com/news/celsius-e…