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Actual great medical advice

Actual great medical advice

Dr Seth Capehart has an amazing channel full of really good, no-nonsense health recommendations that are backed by an actual doctor talking about the cases he sees day in and day out.

He’s not selling anything. No diet systems, testosterone supplements, or anything else. He talks about how most of those things are pointless if you’re not addressing root causes anyway. Instead, he gives the very clear facts about modern living that are killing most of us and the very easy fixes each of us can make to change our bodies and dramatically extend our lives. You don’t have to watch too many of his videos to hear the common thread again and again. Almost all the problems we are facing (diabetes, being overweight, hormonal imbalances, etc) are because of these few factors:

  • Sleep Deprivation: Poor sleep cycles caused by artificial light, under-diagnosed apnea, and overstimulation prevent vital physical and cognitive recovery, lowering stress tolerance, and metabolic function.
  • Sedentary Lifestyle: Humans evolved for constant low-intensity movement, yet most people now sit for 10-12 hours a day, which leads to muscle atrophy, insulin resistance, and chronic inflammation.
  • Chronic Stress: We are stuck in a perpetual state of ‘fight or flight’ due to modern pressures, leading to hormonal imbalances, weakened immunity, and long-term burnout.
  • Processed Foods: Modern diets consist largely of lab-created, addictive foods that disrupt satiety signals, destroy gut health, and fuel systemic inflammation.
  • Social Isolation: Despite being digitally connected, modern humans are lonelier than ever, which is physiologically damaging and linked to increased inflammation and mortality.

His solutions are clear, easy, and fact based:

  • Move Like a Human: Aim for 8,000–10,000 steps daily and lift heavy things 2-3 times a week. Incorporate short bursts of high-intensity movement
  • Eat Real Food: Focus on meat, fish, eggs, vegetables, tubers, and fruits. Avoid anything that didn’t exist 100 years ago.
  • Manage Stress: Utilize breathwork, nature exposure, and intentional periods of silence to shift into a parasympathetic (rest and digest) state.
  • Prioritize Sleep: Ensure 7–9 hours of quality sleep by keeping a strict routine and eliminating screens/caffeine/alcohol before bed. Get a sleep apnea test if you snore or wake up with dry mouth or sudden starts in the night.
  • Foster Real Connections: Move interactions offline and prioritize face-to-face time with family and community.

PSU forecasts over ten thousand less children in Portland over the next 10 years

PSU forecasts over ten thousand less children in Portland over the next 10 years

PSU just made a shocking claim. It forecasts Multnomah County is likely to have more than 17,000 less school-aged children in the next decade.

Combine that with decades of fiscal mismanagement that prioritized failed performative social justice activities over student safety, educational failure (Oregon is dead last in reading), and it’s no wonder Portland schools are ranked some of the lowest in the country and are now facing the need to close up to 20 schools.

This on top of being one of only 6 major US cities that had year over year shrinking populations since 2020.

Don’t use OpenClaw, use Claude Code Channels

Don’t use OpenClaw, use Claude Code Channels

Claude Code Channels is quickly becoming a practical alternative to OpenClaw for people who want to connect Claude to chat platforms without setting up a heavier agent framework. It is simpler to get running, works with a Claude subscription out of the box, and gives you a straightforward way to interact with a local Claude Code session through Discord.

You need to start Claude command line, then install the official Claude channels Bum plugin. You can then start Claude and run /plugin marketplace commands to install plugins for Discord and other applications. Set up some authentication keys, and then restart for access.

You can see how to set up Claude Code Channels and connect Claude code to Discord using this article.

Quicksand!

Quicksand!

I always thought that quicksand was going to be a much bigger problem than it turned out to be. Because if you watch cartoons, quicksand is like the third biggest thing you have to worry about in adult life behind real sticks of dynamite and giant anvils falling on you from the sky. I used to sit around and think about what to do about quicksand. I never thought about how to handle real problems in adult life, I was never like “Oh, what’s it gonna be like when relatives ask to borrow money?” Now that I’ve gotten older, not only have I never stepped in quicksand—I’ve never even heard about it! No one’s ever been like, “Hey if you’re coming to visit, take I-90 ’cause I-95 has a little quicksand in the middle. Looks like regular sand, but then you’re gonna start to sink into it.”

John Mulaney

Quicksand is a real thing, but definitely much less of a concern than what I was led to believe as a kid. Turns out a man was recently rescued from quicksand in a Utah canyon.

Domestic modification of 4090 with 48gb of ram

Domestic modification of 4090 with 48gb of ram

4090 graphics cards came with 24gb of memory. As the AI boom sucked up everything on the market, some modders (mostly in China) learned you could upgrade the VRAM on a 4090 from 24GB to 48GB. These mods were often done poorly and had high failure rates; but people were desperate for more VRAM for AI uses. Soon, better quality modders come online – including these guys in Michigan that seem to be reputable and stand behind their modding.

Still, it’s an odd world. The world is quickly aligning to standards of fitting their models into 32, 96, 128, or 256 of ram – so these 48gb variants might not be as interesting as they once were. Also add to the fact that the processor in the 4090’s isn’t nearly as fast as a 5090, and while expensive, 5090’s are now generally available. Still, someone locally was selling one of these cards recently. (Update: still hasn’t sold in 6 weeks)

AI designs complete RISC-V CPU from a 219-word spec sheet in just 12 hours

AI designs complete RISC-V CPU from a 219-word spec sheet in just 12 hours

Look out hardware engineers – AI is now coming for your jobs just like it is starting to take over software jobs. An AI agent just designed an entire CPU from a single prompt.

Verkor.io claims, in a research paper published in March, that its agentic AI system, Design Conductor, autonomously produced a complete RISC-V CPU core — taking a 219-word requirements document and generating a verified, layout-ready design in 12 hours, which is orders of magnitude faster than the standard 18- to 36-month timelines seen in commercial chip design.

https://www.tomshardware.com/tech-industry/artificial-intelligence/ai-agent-designs-a-complete-risc-v-cpu-from-a-219-word-spec-in-just-12-hours

More info on IEEE Spectrum here.

Markov Chains

Markov Chains

“It is still an unending source of surprise for me to see how a few scribbles on a blackboard … could change the course of human affairs.”

Stanisław Ulam

Markov Chains/Monte Carlo methods are nearly magical mathematical systems. They’re based on tremendously simple math even middle schoolers can do – but have influenced everything from major computing features like spell checkers and search engines to world changing things like the analysis of viral spread and nuclear bomb development.