- Just goes to show that biology is WAY more complicated than "if you want to prevent X then do Y" - especially at microbilogical scale. Genes influence each other for example, so by up- or downregulating stuff you are interfering in a highly complex, non-linear system with complex consequences.
Just look at this example of a gene regulation network: https://www.researchgate.net/figure/Different-visualizations...
- Uh yea, thats because we tax everyone to hell EXCEPT the rich. Wealth inequality is a serious problem and we are moving to catastrophe sooner rather than later on the current path.
It's obvious why the ultra-rich are building bunkers and hide-outs. Those are of course scams by the building companies, as they give a false sense of security, but the idea of what is REALLY going on is obviously out there.
- I even curated a list of 6-8 sources in NotebookLM recently, asked a very straight-forward question (which credential formats does OID4VP allow). The sources were IETF and OpenID specs + some additional articles on it.
I wanted to use NotebookLM as a tool to ask back and forth when I was trying to understand stuff. It got the answer 90% right but also added a random format, sounding highly confident as if I asked the spec authors themselves.
It was easy to check the specs when I became suspicious and now my trust, even in "grounded" LLMs, is completely eroded when it comes to knowledge and facts.
- That's only really value if the chips are useful and if there are people buying the chips for something they want to do with them.
It's entirely based on the perception that LLM training & inference is here to stay at ever growing scales when the shortcomings of Artificial Dreaming are increasingly scrutinized. Not all businesses want to end up paying refunds to their clients like Deloitte [1] because the LLM hallucinated crap into their reports (and they failed to correct it).
[1] https://www.theguardian.com/australia-news/2025/oct/06/deloi...
- This is why I am really looking forward to PIDs in the European Digital Identity ecosystem (EUDI) [1]. This works with the OpenID Verifiable Credentials spec built on top of Oauth2. There are open source solutions in the competition for building the EUDI Wallet and the architecture and reference framework is openly accessible [2]. All credentials are kept with the holder (you) at all times. Basically implementation of the EU eIDAS 2.0 regulation, obviously subject to GDPR.
Mandated to be accessible to EU citizens by 2027 when all Member States have developed a Wallet solution.
Not associated but learned through it at work recently, just awesome project and thought I'd share in this context.
[1] https://commission.europa.eu/strategy-and-policy/priorities-...
[2] https://eu-digital-identity-wallet.github.io/eudi-doc-archit...
- Probably a "the dose makes the poison" kind of thing? Constant inflammation and exposure to inflammatory agents could eventually raise the likelihood of cell damage in affected tissues, no?
The immune system is highly highly complicated and directed by huge networks of genes and molecules all up- and downregulating each other depending on internal and external factors. If things go "off balance" in this system the consequences could be dire.
You dont want firefighters hosing down your house from the inside when there is no fire anymore either.
- In the scale of the universe this is bound to happen, likely infinite times anyway and this is what feels rather weird to me. Not just the perceived "special circumstances" but that independent of the rarity it will still happen many many times and then any conscious lifeform developing technology to realize this be subject to the definition of survivorship bias.
- How are you getting these results? Even with grounding in sources, careful context engineering and whatever technique comes to your mind we are just getting sloppy junk out of all models we have tried.
The sketchy part is that LLMs are super good at faking confidence and expertise all while randomly injected subtle but critical hallucinations. This ruins basically all significant output. Double-checking and babysitting the results is a huge time and energy sink. Human post-processing negates nearly all benefits.
Its not like there is zero benefit to it, but I am genuinely curious how you get consistently correct output for a "complicated subject matter like insurance".
- For anyone wondering like me:
> What is the 4-2-6 breathing technique?
> The 4-2-6 breathing technique is a calming exercise. First, inhale slowly for four seconds. Then, hold your breath for two seconds. Finally, exhale slowly and steadily for six seconds. This technique helps by making your exhale longer than your inhale, which is a signal to your body to relax. It's particularly useful when you need to settle your mind before sleep or if you're feeling anxious and need to steady your nerves.
Source: https://www.calm.com/blog/breathing-exercises-for-anxiety
- I tend to agree, especially because the most harming political influencers are NOT (pseudo-)anonymous. But... it's not just a "bad thing" that is happening. It is the foundational destruction of free societies as we know them. Debates and democratic discourse are replaced with hate, oppression and violence.
I believe that social dynamics like shame and consequences are disabled by pseudo-anonymzation. Pretty much the same effect as people becoming more aggressive and vocal in the confines of their cars. You'd never flip off random people in a supermarket as some would do for getting cut off in traffic.
This substack posts a few interesting theories and ideas how that comes to be. However, the most concerning to me is the asymmetric impact of emotional manipulation due to social media enabled network dynamics.
In particular:
> Online discussions are dominated by a surprisingly small, extremely vocal, and non-representative minority. Research on social media has found that, while only 3% of active accounts are toxic, they produce 33% of all content. Furthermore, 74% of all online conflicts are started in just 1% of communities, and 0.1% of users shared 80% of fake news. Not only does this extreme minority stir discontent, spread misinformation, and spark outrage online, they also bias the meta-perceptions of most users who passively “lurk” online.
The brain responds to alarmist, negative and distressing information with much higher priority. At the same time, very few radical and extreme influencers can utilize this mechanism, amplified by social media trying to boost ad revenue. Counterfactual information which directly appeals to the biases and psychology of users is posted and wrapped into click-baity designs to maximize attention and revenue. Tribes are forming and very few elite users can steer the information consumption of users - not just what but also how.
This is highly damaging to society and there is no more institutional trust anywhere to retrieve reliable information on which discussions can be based. Everyone selectively chooses their "reliable sources". This is the absolute opposite of how PKI works, it's like everyone just picks the Root Certs they like (for us techies).
This is of course ironic because all studies and knowledge humanity has to offer are a single search prompt away. But it simply doesn't matter if institutional trust is gone and studies are dismissed because they are coming from "woke" or "radical right wing" sources - completely obliterating what we are trying to achieve with peer review and so on.
- There are likely way more, given that continental Europe was much larger just 8,000 years ago: https://education.nationalgeographic.org/resource/doggerland
- Yes, even more recently the entire space between England and continental Europe used to be connected landmass, Doggerland [1]. It was home to Mesolithic people just 8,200 years ago.
[1] https://education.nationalgeographic.org/resource/doggerland...
- Good call in this case specifically, but lord this is some kind of directionless leadership despite well thought out concerns over the true economic impact of LLMs and other generative AI tech.
Useful, amazing tech but only for specific niches and not as generalist application that will end and transform the world as we know it.
I find it refreshing to browse r/betteroffline these days after 2 years of being bombarded with grifting LinkedIn lunatics everywhere you look.
Or the impact of smartphones in 2003? Sure smart phones were considered but not the entire app ecosystem and planetary behavioral adaptation.