to save time - I use @YouTube's AI feature to "summarize for me" to catch a quick glance at the topics... seems the math community is being extremely "sad" and feels lost - because AI now does their job
This video features *The Daily* host *Rachel Abrams* in conversation with *Cornell* mathematics professor *Steven Strogatz* regarding the unsettling and profound impact of AI on the field of mathematics.
**Key themes include:**
* **The State of Mathematics:** *Strogatz* describes the current mood in the math community as "discombobulated" (2:01-2:08). Many mathematicians are grappling with feelings of grief as AI systems, such as those from *OpenAI*, have begun solving long-standing, complex, and "millennium" problems that have challenged human experts for decades or centuries (0:22-1:04, 16:44-16:51).
* **The Loss of Human "Heroism":** *Strogatz* reflects on the traditional identity of mathematicians as problem-solving "heroes." He discusses the existential crisis facing researchers when the "aha!" moments—the deeply personal satisfaction and purpose derived from solving difficult puzzles—are now being achieved by machines (2:40-3:18, 22:04-22:20).
* **The Nature of AI in Math:** While AI models have demonstrated "elegant" and "flair-filled" problem-solving capabilities (11:28-11:41, 15:02-15:07), *Strogatz* remains a "doomer" regarding the lack of human control and understanding. He likens the current relationship between humans and AI to teaching calculus to a dog; we don't fully understand how the AI arrives at its conclusions, which raises concerns about its alignment with human interests (20:31-21:22).
* **Finding Purpose:** Despite the fear, *Strogatz* offers an optimistic view of AI as a powerful "telescope" that young, adaptable students can point toward new frontiers (23:41-24:32).
The conversation concludes on a philosophical note, with *Strogatz* contemplating the meaning of life, drawing on wisdom from *Ecclesiastes* to suggest that, in a world of uncertainty, the human experience itself—connection, creativity, and the time we have—is what remains truly precious (25:29-30:16).
This is an exceptional podcast with Cornell math professor, @stevenstrogatz, speaking about the millennial problem solution by AI and what it means for human beings
youtu.be/LfGenpmOjDQ?is=rj75…
@nytimes
How to keep talented founders in El Salvador ?
El Salvador 🇸🇻 asks founders to arrive before the ecosystem is ready and stay long enough to complete it.
What nobody talks about is what the country owes them in return for that bet.
New piece in @elsalvador introducing arraigo emprendedor, the gap between attracting founders and actually keeping them.
diarioelsalvador.com/depalab…
Jess Allen ⚡️🧡 🚀🇸🇻 retweeted
You are probably drinking too much water.
Dr. Laszlo Boros strongly warns against drinking water habitually or in large quantities without the natural cue of thirst.
This directly contradicts much of the conventional hydration advice that encourages people to drink three liters of water per day, a gallon per day, or hit a predetermined hydration target.
He considers environmental water one of the sneakiest sources of deuterium because it enters the body directly.
Unlike food, it arrives without carbon.
It absorbs into tissues and mixes directly with your cytoplasmic water.
This matters because the body is already designed to produce its own deuterium-depleted water.
Every day.
As mitochondria combine protons with oxygen, they create metabolic water inside the mitochondrial matrix.
According to Dr. Laszlo Boros — Hungarian medical biochemist, retired professor at UCLA School of Medicine, author of 100+ peer-reviewed papers and one of the world's leading deuterium researchers — this is the most important water in the body.
And the amount of metabolic water you produce depends heavily on the fuel you burn.
Approximately 100 grams of fat generate around 110 grams of metabolic water.
100 grams of carbohydrates produce only around 55 grams.
Nearly half as much.
Fat produces substantially more metabolic water per unit of food consumed.
This is one reason Boros spends so much time discussing fat metabolism and follows a carnivore ketogenic diet himself.
Excessive water intake creates a different problem.
According to Boros, drinking too much water — especially without salt — lowers blood osmolarity, which causes the brain to swell.
The pituitary gland sits inside a tight bony compartment at the base of the skull called the sella turcica.
When the brain swells from excess water, it physically compresses the pituitary gland inside this rigid bone.
That can shut down its ability to release crucial hormones.
Because the pituitary regulates sex hormones, fertility hormones, and thyroid-stimulating hormones, overdrinking can disrupt the entire endocrine system and contribute to chronic conditions like infertility and autoimmune thyroid issues.
The most critical hormone affected is antidiuretic hormone (ADH), also called vasopressin.
ADH normally signals the kidneys to reabsorb and preserve the body's own deuterium-depleted metabolic water.
Without ADH, your body cannot hold onto its clean water.
Boros points out that if you drink a liter of water in 30 minutes, you will simply pee it right back out.
Because people constantly suppress ADH by forcing themselves to drink water, Boros notes that the average American has an ADH level of about 0.6, compared to a normal level of 1.0.
In his view, the general population has essentially given itself a water-wasting disease called diabetes insipidus.
Diabetes insipidus is a condition where the body cannot properly balance fluid levels, leading to excessive production of large volumes of urine and intense thirst.
The downstream consequence is not just water loss.
The suppression of these metabolic regulators can contribute to the buildup of visceral and subcutaneous fat.
To show how dangerous overriding thirst can become, Boros gives an extreme example.
A mother in New Jersey took her kids on a mountain walk and drank approximately 1.5 liters of water in 15 minutes.
The rapid water influx caused severe brain swelling.
By the time she drove back to her garage, she fell into a coma and died.
Extreme case.
But the principle is clear.
More water is not always better.
Now, the natural objection arises:
"What about the studies showing performance drops before thirst kicks in? You can't rely on thirst — it lags behind the actual need."
Boros addresses this directly.
His argument:
Those studies were almost certainly run on subjects whose ADH system was already suppressed from years of chronic overdrinking.
If you have spent years forcing yourself to drink 3-4 liters a day whether thirsty or not, you have gradually damaged your hypothalamic cells' ability to produce ADH.
It takes approximately six months of gradually reducing water intake to restore ADH production to normal levels.
A subject with suppressed ADH entering a dehydration study will show impaired performance before thirst — not because thirst lags, but because their thirst signal itself is broken.
They lost the ability to produce sufficient ADH — the key hormone in the hypothalamic system that drives both water retention and thirst signaling.
Prime the subjects correctly — gradually restore their ADH production before the study begins — and Boros argues you would see a completely different result.
The studies are not wrong.
They are measuring the wrong population.
Boros does not see a reason to drink water when you are not thirsty.
Thirst is the signal.
It tells you when to drink.
It also tells you when to stop.
His argument is not that people should restrict water.
His argument is that people should stop overriding the signals that evolved to regulate it.
This is an important distinction.
Boros is not saying: Don't drink water.
He is saying: Drink when thirsty. Drink enough. Then stop.
Even Dr. Gabor Somlyai's deuterium-depleted water protocols in his book "Deuterium Depletion" recommend around 1.5–2 liters per day.
Not a gallon per day.
Not constant hydration.
This is the researcher who has followed 2,649 cancer patients over 32 years and whose company sells deuterium-depleted water.
If anyone had an incentive to recommend drinking more of it, it would be him.
Yet his protocols still recommend around 1.5–2 liters per day.
Thirst is a precise physiological signal.
Just like hunger.
Like sleepiness.
You don't go to sleep just because a bed is in the room.
The body already knows when it needs water.
The problem begins when we stop listening.
see you here now 👇
The @BuildInES virtual hangout is where builders come up to share their projects and what they've been up to.
Join us tomorrow at 11 AM El Salvador time and connect with other sovereign minded entrepreneurs.
Use this link to register:
us02web.zoom.us/meeting/regi…
As a writer and brand strategist - clients kept asking me about AI. I spent 30 years in tech. At first I was resistant. Then life spoke loudly and I woke and remembered how my tech skills from the 90s (as a biz analyst) flows perfect with AI
So now I’ve combined writing, brand strategy and Ai automations to help clients streamline processes.
Lovely Bianca was my friend who listened to my pain with compassion - as the world I knew was dissolving and another was blossoming. 🌻🌺🌷🌻
Www.streamlineitwithai.com
It’s a blessing to have wise wonderfully women friends. Bianca - great to know u in this time and space.
A few days ago everything was very annoying! Everything was glitching-laptop, new software I’m trying to learn, a medical device we have, then obviously in tandem; my mood-glitch, glitch, glitch!
Then I received a phone call from a friend. Last time we spoke, she was in a vortex of emotion because AI was a little too suited to replace her vocation, and thus her source of income, and things were not looking good. She was holding it together but it was understandably an effort to not be frazzled. That was a few weeks ago.
In her update, she told me she’d since allowed herself a bit of the frazzle so it wouldn’t get stuck in her body, then rolled up her sleeves and trained herself on AI and is now teaching people how to incorporate AI into their lives as well. She’s already got a few clients and this pivot has blessed her brilliant mind with something novel and fun and given abundance another channel to make its way into her life.
Then another phone call came from another ninja friend who really wanted to get into long fasting of late. She was asking me for a bone broth recipe as she’d been fasting for two days and wanted to break her fast in the best possible way!
Then another friend came to mind. We’d been talking about a blemish she had on her face which didn’t look too healthy and we were discussing salving it using a very old herbal remedy native to Peru. We were going to catch up to exchange that tiny bit of salve but hadn’t managed. On remembering, I messaged her and asked how her suspicious looking blemish was. “I went to take a photo for you but I can’t see it anymore,” she said!
Sometimes the universe has a way of making a glitch feel better by sending you stories like these when you need it. The glitches kept on happening throughout the day but no annoyance was able to get through due to the smile on my face.
Good morning loves, hope you have a non-glitchy day and if you do, borrow the joys of others and ride them like a rodeo cowboy! Yeeeehaw!
best method to review AI skills built by someone else?
Claude + Reddit intelligence + LinkedIn data = Content OS that replaced a $14,500/month team.
(48K followers. 500+ booked calls. $387K in attributed revenue)
This 6-skill system eliminates writers, strategists, researchers, and schedulers using brand memory + real audience intelligence + calibrated AI writers...
→ No more $14,500/month payroll for a 4-person content team
→ No more 20+ hours weekly building content calendars from scratch
→ No more guessing which hooks actually stop the scroll
→ No more AI slop that sounds nothing like you
→ No more starting every post from a blank page
Just 1 topic in → a finished month of content out.
Here's how it works:
→ Brand Memory (your voice, proof, and exact buyer in one file. every skill runs off it. nothing generic ships.)
→ Reddit Intelligence (mines your ICP's subreddits for the exact phrases they use. posts start from real words, not blank pages.)
→ LinkedIn Viral Signal (hooks already stopping the scroll in your niche, last 30 days, ranked by real engagement.)
→ Four Calibrated Writers (thought leadership, lead magnet, story, value. one writer per stage of the buyer journey.)
→ Voice Firewall (7-dimension QA that scores and rewrites every draft before it ships under your name.)
→ Finished Board (every post handed over with its visual and first comment. ready to approve.)
Built on real content infrastructure.
Zero payroll. Consistent output. Enterprise-grade quality.
Results from the system:
- $14,500/month content team eliminated
- 48K LinkedIn followers
- 500+ calls booked from content
- $387K in attributed revenue
Want the complete 6-skill build?
Like + comment "OS" + repost, and I'll DM it to you.
(must be following)
I'm working on "sovereign AI" productivity - my mentor is @TomSolidPM - Tom has released a GitHub file explaining his process to organize data and setup an AI agent team in a way that is AI agnostic
if you are a sovereign individual - check out Tom's approach
youtube.com/watch?v=4C2w8eIG…
Jess Allen ⚡️🧡 🚀🇸🇻 retweeted
¡Nos vemos este sábado familia!
See you this Saturday familia!
@blinkbtc @bitdriver_sv @tbhs_sv @BitcoinCoast_sv @beefbackbetter @SchellingP21
Let's have fun staying permissionless!
If ur in El Salvador - tomorrow @ClubCocal is the place where the DJs and dancing are ocean side all day! See you on the dance floor
May 2 - you in El Salvador? I'll see you on the doggie disco dance floor. I love to dance and when it's for a good cause (like street dogs and cats of el salvador) well then it's even better.
tomorrow's @btcfarmersmrkt hosted by @ClubCocal is helping to raise funds for 501c(3) non profit @Titoshope
there will be many local artists and their art, always great food, great vibes and this saturday great DJs and dancing! let me know if you'll be dropping by
and share so we can make this the biggest Bitcoin Farmers Market yet :)
gracias!
Come join us this Saturday 5/2 during the @btcfarmersmrkt for a day of fun in the sun with local goods, DJ until sunset, and so many lovely chuchos 🐶
Linux lovers - this seems really important
@BuildInES - builders in el salvador need to know
‼️🚨 BREAKING: An AI found a Linux kernel zero-day that roots every distribution since 2017. The exploit fits in 732 bytes of Python. Patch your kernel ASAP.
The vulnerability is CVE-2026-31431, nicknamed "Copy Fail," disclosed today by Theori. It has been sitting quietly in the Linux kernel for nine years.
Most Linux privilege-escalation bugs are picky. They need a precise timing window (a "race"), or specific kernel addresses leaked from somewhere, or careful tuning per distribution. Copy Fail needs none of that. It is a straight-line logic mistake that works on the first try, every time, on every mainstream Linux box.
The attacker just needs a normal user account on the machine. From there, the script asks the kernel to do some encryption work, abuses how that work is wired up, and ends up writing 4 bytes into a memory area called the "page cache" (Linux's high-speed copy of files in RAM). Those 4 bytes can be aimed at any program the system trusts, like /usr/bin/su, the shortcut to becoming root.
Result: the next time anyone runs that program, it lets the attacker in as root.
What should worry most: the corruption never touches the file on disk. It only exists in Linux's in-memory copy of that file. If you imaged the hard drive afterwards, the on-disk file would match the official package hash exactly. Reboot the machine, or just put it under memory pressure (any normal system load that needs the RAM), and the cached copy reloads fresh from disk.
Containers do not help either. The page cache is shared across the whole host, so a process inside a container can use this bug to compromise the underlying server and reach into other tenants.
The original sin was a 2017 "in-place optimization" in a kernel crypto module called algif_aead. It was meant to make encryption slightly faster. The change broke a critical safety assumption, and nobody noticed for nine years. That bug then rode every kernel update from 2017 to today.
This vulnerability affects the following:
🔴 Shared servers (dev boxes, jump hosts, build servers): any user becomes root
🔴 Kubernetes and container clusters: one compromised pod escapes to the host
🔴 CI runners (GitHub Actions, GitLab, Jenkins): a malicious pull request becomes root on the runner
🔴 Cloud platforms running user code (notebooks, agent sandboxes, serverless functions): a tenant becomes host root
Timeline:
🔴 March 23, 2026: reported to the Linux kernel security team
🔴 April 1: patch committed to mainline (commit a664bf3d603d)
🔴 April 22: CVE assigned
🔴 April 29: public disclosure
Mitigation: update your kernel to a build that includes mainline commit a664bf3d603d. If you cannot patch immediately, turn off the vulnerable module:
echo "install algif_aead /bin/false" > /etc/modprobe.d/disable-algif.conf
rmmod algif_aead 2>/dev/null || true
For environments that run untrusted code (containers, sandboxes, CI runners), block access to the kernel's AF_ALG crypto interface entirely, even after patching. Almost nothing legitimate needs it, and blocking it shuts the door on this whole class of bug...
Jess Allen ⚡️🧡 🚀🇸🇻 retweeted
It is not the strongest of the species that survives, nor the most intelligent, but the one most responsive to change.
— Charles Darwin
Excited for the 1st Sovereign AI Sunmit in El Salvador
National Pride at the SovAI Summit! 🇸🇻🤩
We are honored to announce Dr. Manuel Cardona, the first PhD in Automation and Robotics in El Salvador, as a speaker at the National Palace! 🚀
A scientist, entrepreneur, and current Vice-Rector for Science and Technology at Universidad Don Bosco, Dr. Cardona is a leading strategist in AI and Industry 4.0 with executive specializations from MIT.
As CEO of SARA Robotics, he has turned science into measurable impact, boasting 170+ scientific publications and 350+ international talks.
Don’t miss the insights of one of El Salvador’s foremost tech leaders on the future of digital sovereignty!
📅 April 20-21
📍 National Palace, San Salvador
My big 2025 awakening was this here - consciousness is fundamental
Thank you to the spiritual physicist, and Consciousness researcher for over 60 years @TomCampbell_MBT
David Chalmers on the one thing science can't explain:
Consciousness is at once the most familiar thing in the world and the one science has almost nothing to say about.
That's the puzzle Chalmers lays out in this early interview, and it's as disorienting today as it was then.
His starting point is deceptively simple. Everything we know about the external world: subatomic particles, distant stars, the chemistry of life. We know through consciousness. It's the very first thing we have. And yet when we turn science around and try to explain consciousness itself, we hit a wall.
"Consciousness is what we start with when it comes to knowing the world and looking out at the world… everything else is secondary."
What makes this so strange is the asymmetry. We've made extraordinary progress understanding things that are genuinely remote and difficult quantum mechanics, stellar evolution, molecular biology. But understanding our own inner experience? Almost nothing.
"It almost sticks out like a sore thumb in the scientific picture."
This is what Chalmers would later formalise as the "hard problem of consciousness": not just explaining how the brain processes information or controls behaviour. Those are hard, but tractable. The real mystery is why any of that physical activity is accompanied by experience at all. Why is there something it feels like to be you?
The question isn't abstract. It sits at the intersection of neuroscience, philosophy, physics, and AI. As we build systems that process language and reason about the world, the question of whether they are or could be conscious presses harder than ever.
Chalmers doesn't offer an answer here. Only the sharpest possible version of the question.
and now you know - so what?
I like the spiritual physicists (like @TomCampbell_MBT ) scientific answers... being more love within yourself and sending the frequency of love (and the action of love) to others is how we best evolve us and the world
Don’t sip the dystopia kool-Aid.
Drink of the endless human possibilities ahead.
I love Brian’s outlook on AI
The spiritual physicist. Tell us what we focus on expands. Our observation contributes to the outcome.
Physicist Thomas Campbell @TomCampbell_MBT big theory of everything does exactly this
He’s been exploring Consciousness and the non physical realm for over 60 years.
He reminds us: we each ever own journey to take. And our own big theory of everything to create






























