everyone's talking about their teams like they were at the peak of efficiency and bottlenecked by ability to produce code
here's what things actually look like
- your org rarely has good ideas. ideas being expensive to implement was actually helping
- majority of workers have no reason to be super motivated, they want to do their 9-5 and get back to their life
- they're not using AI to be 10x more effective they're using it to churn out their tasks with less energy spend
- the 2 people on your team that actually tried are now flattened by the slop code everyone is producing, they will quit soon
- even when you produce work faster you're still bottlenecked by bureaucracy and the dozen other realities of shipping something real
- your CFO is like what do you mean each engineer now costs $2000 extra per month in LLM bills
Pixel Rich retweeted
This is one of the most important studies in sleep science.
Van Dongen et al. ran the experiment that changed how we understand chronic sleep restriction. They had subjects sleep 4h, 6h, or 8h nightly for 14 days, testing cognitive performance every 2 hours.
The 6h group’s reaction time deficits by day 14 matched subjects who had been awake for 24 hours straight. The 4h group? They performed like someone awake 48 hours.
But here’s what makes this study terrifying.
The Stanford Sleepiness Scale ratings in Panel B plateau after day 3-4. Subjects stopped feeling more tired even as their cognitive performance continued deteriorating through day 14. Your subjective experience of fatigue is a lagging indicator that eventually just… stops updating.
This explains why chronic undersleeping feels sustainable. You’ve adapted to feeling tired. Your prefrontal cortex hasn’t adapted to being impaired.
The PVT (Psychomotor Vigilance Task) in Panel A measures lapses in attention. These are the moments where you’re staring at a screen and your brain simply checks out for 500ms. Every additional day of 6h sleep adds more lapses. The curve never flattens.
Panel C and D show working memory and processing speed. Same pattern: continuous degradation with no subjective awareness.
The practical implications:
If you’re sleeping 6h and think you’re functioning fine, you’ve lost the internal calibration to know you’re not. The subjects in this study would have told you they felt “okay” while performing like they’d pulled an all-nighter.
For anyone doing cognitively demanding work, this means you cannot trust how you feel. You need to track objective markers: error rates, decision latency, problem-solving throughput.
Sleep need is biological, not negotiable. Most adults require 7-9 hours, and the research shows no population-level adaptation to chronic restriction. “I only need 6 hours” is almost always “I’ve forgotten what baseline cognition feels like.“
Pixel Rich retweeted

K A L E O@CryptoKaleo9 Dec 2025
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May sound crazy now -
but I'm still a big believer it's only a matter of time before OG NFT art on ETH makes a massive comeback.
The art & collectible industry isn't going anywhere - and in that world, provenance matters.
The beautiful thing about art is - its utility doesn't die. The story behind it only gets stronger with history.
When ETH is printing new all time highs again, the higher beta plays like NFTs will make their comeback.
With a lot of solid collections at their lowest prices in years, there's a ton of opportunity for anyone with enough balls to start stacking while everyone else is too afraid to.
Pixel Rich retweeted
Flight attendant comes over intercom: “your flight is oversold, I need two volunteers to take a flight this afternoon for a $300 voucher.”
I spring into action. I was born for these moments. This is why I studied game theory. Literal tingles. I pull out my megaphone and address our boarding gate: “guys, they absolutely must off board at least two passengers or this bird isn’t taking off. Every 3 minutes they will increase their bid by $200. If we all hold out for 45 more minutes, 2 of us can make nearly 5 grand each. Textbook prisoners dilemma, this is (3,3) in its most visceral representation. I’m not even going to give up my ticket but I know value when I see value. Let’s make Nash proud ladies and gentlemen. Do not acquiesce. Do not defect.”
Anyhow 2 people immediately accepted $500 and I called them retards on my megaphone and was placed in a detention room by airport police. This is why we study game theory.
Pixel Rich retweeted
reminder that best opportunities arise when sentiment becomes the worst, would get in routine of some sort of daily research even if you are not actively trading - most of my best trades come when i find things before everyone else is talking about them & ppl arent paying attn
Pixel Rich retweeted
In my early years as a professional poker player, I would have friends ask me if they should get into it and I’d say yes for sure, the games are great and simple strategies can win big
Eventually the games got tougher and I started changing my tune and never advised anyone to jump into the poker world
Many similarities with crypto
In 2017 and 2021 I would tell everyone to jump into the trenches and give it a shot, plenty of easy money to be made with simply strategies
These days, I never really advise anyone to do that any more
My advice is simply DCA into Bitcoin and wait 5-10 years
If they wanna dive deeper after that and follow their own curiosities then that’s fantastic, and there are still infinite opportunities for those willing to work hard - but the golden days of “easy money” are long behind us and I don’t think they’re ever coming back
Pixel Rich retweeted
I know markets are imploding this morning, but my son told me "i love you" for the first time today so personally I've never been wealthier
Pixel Rich retweeted
The ART is the chart 🎨📈
Believe when others do not 🤝
@Ledgart_io @CryptoKaleo
Pixel Rich retweeted
I'm rich & this is a lie. When politicians lower my taxes, I don't create additional jobs (only demand does that). I simply save that money
Trickle-down economics has been repeatedly debunked yet conservatives lie to you so they can give their wealthy overlords more tax cuts
Peter Schiff@PeterSchiff7 Nov 2025🇺🇸
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If you want to help the poor, then lower taxes on the rich. What helps the poor is a productive economy that makes goods and services more abundant and less expensive, while creating employment opportunities. The capital investment that makes that possible comes from the rich.
Pixel Rich retweeted
If you know the story of this picture, it gets a whole lot worse from here.
The Endurance becomes trapped in the ice for about a year, then gets crushed and sinks.
The crew is trapped in the Artic circle with very little rations.
They end up having to KILL THEIR DOGS AND EAT THEM for survival.
Eventually they take an extremely treacherous journey, almost dying countless times across the Southern Ocean, on makeshift rafts.
Then they get stranded on a NEW ISLAND.
Take another extremely treacherous journey.
And finally make it back to England.
But here's the worst part.
The Captain died in massive debt.
The vast majority of the crew were almost immediately drafted into WWI, none of them hit riches, most died poor or died in the war.
Thanks Michael.
Pixel Rich retweeted

K A L E O@CryptoKaleo21 Nov 2025
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I know this might sound stereotypical for any selloff, but if you have any friends you know who have been quiet for an extended period and you haven't heard from in a while - reach out to them.
I've seen too many good people go over the years during bad times.
You never know how much of a difference a simple call or text can make in someone's life.

































