Taken from “Rewiring Democracy How AI Will Transform Our Politics, Government, and Citizenship” by security technologist Bruce Schneier and data scientist Nathan Sanders

Taken from “An Introduction To Computer Networks” by Prof Peter Dordal

Honestly I’m glad the ‘models are broken’ thesis is playing out. It solidifies the essence & validity of it’s vitality & growth. Its stubborn refusal to conform highlights its decentralized, antifragile nature.

“AI will have a major impact on democracy because democracy is an information system and AI is a transformational information-processing technology.” Quote taken from ‘Rewiring Democracy’ by Bruce Schneier and Nathan E. Sanders

When using AI to make decisions about complex, human situations… if your intuition pushes you in the opposite direction of the model’s output, ALWAYS TRUST YOUR INTUITION! You may be wrong. That’s fine. Learn from the mistake with the help of AI. Use AI to sharpen human intuition, not replace it.

Al models can read tens of thousands of books in a single hour. They can retain and synthesize what they've read, detecting patterns far beyond human cognitive limits. From those patterns, they can extract structure and meaning that may exceed human comprehension. As a result, Al is likely the most powerful tool we have for making predictions in complex systems shaped by countless interacting variables.

The problem with regulating a powerful tool is that regulation slows development and adoption, without guaranteeing restraint elsewhere. One actor may pause, but others will continue building and experimenting. Those who hesitate risk falling behind and vulnerability is the price of delay.

To my fellow internet explorer An ode to deliberate reflection amid our whirlwind digital era. Among the internet’s most brilliant inventions stands the humble ‘bookmark’ 🫶. Marking the dawn when web protocols first embraced the concept of foresight and deferred discovery.

Who is winning the AI race? “Winning” is a vague concept in this space. AI development spans multiple layers of hardware, infrastructure, models and products. Each with distinct bottlenecks and trade-offs. While the AI community has strong affinity for open-source models, the group that directly benefits from that openness is relatively small. The far larger user base is focused on using AI to solve real-world, non-coding problems where reliability, integration and outcomes matter more than model transparency. Thoughts inspired by discussion on The Lex Fridman podcast with guests Nathan Lambert and Sebastian Raschka

‘The saddest aspect of life right now is that science gathers knowledge faster than society gathers wisdom.’ - Isaac Asimov Grok Imagine 🎥

Taken from 𝕏 account SeekWiser

Journal Entry 2026/02/01 I was sick this week and avoided posting on social media. I vanished, and no one followed up. Do I exist? One can only acknowledge one’s own substance to a point. Beyond that, its limitations become deafening especially when silence grows louder and louder.

If you watch any Godzilla film, watch this one👌.

NO ONe CAN hear yOu SCREAM intO the VoiD Grok Imagine 🎥

“The Feeling of Isolation” by StuzOr

“Consciousness is the way information feels when being processed in certain complex ways, it’s the structure of the information processing that matters, not the structure of the matter doing the information processing.” Prof M Tegmark

Artificial Intelligence will enable our species to evolve from Homo sapiens to Homo sentiens, improving our ability to subjectively experience qualia. Qualia being the essence of conscious experience. Perhaps this transforms our modern perspective of what physical reality is, making what is now known become subconscious and the unknown conscious.

It sucks that you can’t edit published posts on Nostr….fascinating none of you idiots figured out a solution yet.

Vacuity

Evidence suggests that of the roughly 107 bits of information that enter our brain each second from our sensory organs, we can be aware only of a tiny fraction, with estimates ranging from 10 to 50 bits. - M Tegmark