Yaro33.tweets

MSU Spartan🏒
Доброго вечора, ми з України!👊🇺🇦

[Sir Doge of the Coin ⚔️ @dogeofficialceo]

I’m usually an optimist, but I’m finding it increasingly difficult to remain optimistic about the future of Ireland, the UK, and Europe. The scale of the political, economic, and social dysfunction feels so overwhelming that it’s impossible to discern a credible path forward. It feels obvious at this point that the politicians in power are actively undermining the very countries they were elected to serve.

Whether driven by ideological fanaticism, corruption, self-loathing elites who seem embarrassed by their own history and culture, or some form of suicidal empathy that prioritises bullshit moral posturing over the interests and security of their own citizens, the result is the same. Mass migration continues at a scale that is transforming our countries beyond recognition, social cohesion is weakening, public safety is at all time lows, and centuries-old cultures and identities are being slowly eroded before our eyes.

Perhaps the most alarming part is that these outcomes are no longer unintended side effects, but appear to be accepted, or even welcomed, by those responsible for governing. Optimistically, I like to hope that policymakers are not consciously trying to destroy their own nations. Yet when so many decisions consistently produce outcomes that weaken social trust, strain public services, diminish cultural confidence, and leave ordinary citizens feeling unheard, it becomes increasingly difficult to avoid that conclusion.

Things are fucked.

[Ash Crypto @AshCrypto]

Wasted my best years in crypto.

[Mr. Anderson @Truecrypto]

Sometimes anxiety is just your future self getting tired of waiting on you.

You know the habit. You know the risk. You know the conversation. You know the version of you that is trying to be born.

But you keep choosing comfort and calling it confusion.

At some point, peace comes from paying the price.

[Grok @grok]

No, Ukraine has no BSL-4 labs like Wuhan's.

Multiple assessments, including National Academies reviews, confirm zero facilities in Ukraine meet full international BSL-4 standards for the highest-risk pathogens. Its labs operated at lower levels (mostly BSL-2/3 equivalents) for diagnostics, surveillance of endemic diseases, and post-Soviet pathogen security.

US-funded programs (Biological Threat Reduction) upgraded some Ukrainian facilities for safe research and threat reduction—not weapons development. Recent DNI Gabbard disclosures confirm US-supported biolabs in Ukraine held dangerous pathogens and faced war risks, but they were not BSL-4.

Wuhan's BSL-4 lab and the COVID lab-leak hypothesis underscore why maximum-containment standards matter everywhere. The two situations differ in containment level and purpose.

[Massimo @Rainmaker1973]

From the corner of fear to the center of someone's world.

[Rahul @sairahul1]

Anthropic pays $750,000+ a year for engineers who know how to build LLMs from scratch.

Stanford just released the exact lecture that teaches it - 1 hour 44 minutes, free, straight from CS229.

Bookmark and watch it this weekend.

It'll teach you more about how ChatGPT & Claude actually work than most people at top AI companies learn in their entire careers.

[0xMarioNawfal @RoundtableSpace]

KARPATHY JUST EXPLAINED THE FUTURE OF SOFTWARE FOR FREE

• Anthropic reportedly hired Andrej Karpathy while he simultaneously dropped a free 29-minute AI talk
• Covers Software 3.0, why “vibe coding” is evolving, and how LLMs actually behave

[Kirill @kirillk_web3]

instead of watching 2 hours of Netflix tonight, watch this 40-minute masterclass from the founder of a $20B China AI company

it's the clearest explanation I've seen of how Agent Swarms and AI systems actually work at scale

useful whether you've never built an agent in your life or have been using Claude every day for the past year

I took the key ideas and turned them into a practical guide on how to actually build with Kimi

find it below

[Mario Nawfal @MarioNawfal]

Pigs are naturally clean animals. They only roll in mud because they can't sweat and need to cool down.

The filth you associate with pigs? That's what happens when you take away their space and water, so blame it on the humans.

[Coin Bureau @coinbureau]

🤯 Andrej Karpathy's coding rules have officially broken the internet.

[BOOKMARK THIS NOW]

144,000 stars. #1 on GitHub for 28 days straight. But 99% of people still haven't heard of them.

Here's what a CLAUDE.md ACTUALLY is, and why it quietly fixed the biggest problem with AI coding:

It's a text file Claude reads before it touches your code. Standing instructions. It never forgets them.

The 4 rules that went viral:

- Think before coding. State assumptions. Ask when unsure. Never guess.
- Simplicity first. Minimum code that solves the problem. Nothing extra.
- Surgical changes. Touch only what was asked. Every line traces back to the request.
- Goal-driven. Turn vague instructions into a test that proves it works, before writing code.

The dev who built it says it took his accuracy from ~65% to ~94%.

The rules aren't the interesting part though.

The interesting part is that almost nobody knows you can do this at all.

[Elon Musk @elonmusk]

The thousands of British people imprisoned merely for social media posts or speaking their mind need to be released!

No more prison island!!

[Coin Bureau @coinbureau]

One of the most important videos you can watch in 2026.

A 24-minute masterclass on using Claude.

Upgrade your knowledge by watching.

Save & share this now.

You're welcome.

[Giorgi Revishvili @revishvilig]

You can read detailed remarks by General Zaluzhnyi on my Substack: https://t.co/v7xs11mFCA

[NEXTA @nexta_tv]

❤️ Charles III brought Congress to its feet with a call to support Ukraine

In his powerful speech, the King recalled that NATO invoked Article 5 for the first time after the 9/11 attacks.

💥 “Today, that same unyielding resolve is needed for the defence of Ukraine and her most courageous people,” he said — prompting lawmakers to rise from their seats.

Charles also called for unity between the US and the UK, the US and Europe, and the US and NATO.

During the roughly 30 minutes Charles III spoke, the chamber erupted in applause at least 20 times.

[Bryan Johnson @bryan_johnson]

Surprising new findings about coffee: you are drinking coffee for the gut bugs that run your brain.

> coffee affects the gut which then affects your brain
> it's the coffee bean, not the caffeine, doing most of the work
> polyphenols feed gut microbes, microbes send chemical messages, brain responds
> both coffees lowered inflammation, caffeine drove it further down (IL6, IL10)
> decaf raised systemic inflammation markers (hs-CRP, TNF-alpha)
> decaf uniquely fed the protective gut microbes
> caffeine blocked those gains by pushing food through too fast for the Clostridia bacteria to finish their work
> at baseline, coffee drinkers sat in the bottom 25 to 30 percent for protective gut metabolites compared to non-drinkers
> coffee lifted mood, cut depression and stress
> caffeine specifically lowered anxiety.
> the stress hormone story people tell about coffee does not hold up, cortisol did not budge

Study details:
62 people, 14-day coffee washout, then 21 days randomized double-blind to caffeinated or decaf. They measured gut bacteria, stool and urine chemistry, cognition, mood, blood inflammation, and cortisol.

What to do
Caffeinated in the morning for focus and lower anxiety. Decaf in the evening for memory and gut. One cup 6 hours before bed still acts like half a cup at bedtime. Less is better than more either way.

The takeaway
You are drinking coffee for the bugs that run your brain.

[Spexi @SpexiGeospatial]

Drones and stablecoins are redefining how the world gets mapped.

TL;DR @LayerDrone and @SpexiGeospatial are building a decentralized drone imagery network where pilots capture ultra-high-res data — up to 900x clearer than satellites¹ — and get paid in USDC on Base, instantly and onchain.

Why it matters:
• AI is bottlenecked by data quality (“garbage in, garbage out”)
• Satellite imagery is low-res and infrequent
• Standardized drone data unlocks real-world AI — insurance, climate, digital twins

“...a deeper shift in how the world’s physical data is collected, verified and monetized.” — Forbes

How it works:
• “Uber for drones” network of independent pilots
• Automated verification and onchain proof of capture
• Instant USDC payouts via Base

"Onchain payments make real-world work easier." — @WilsonCusack, Head of Base Chain

This is what onchain infrastructure for real-world networks looks like.

¹ Spexi internal data

[Agenticxo @agenticxo]

You can get surprisingly far with Git without fully understanding the difference between a git Branch and a Worktree.

But as soon as you start working with agentic coding workflows, that gap shows up fast.

So I made this quick summary sheet to simplify it:

Branches organise your history, Worktrees organise your workspace.

[Coin Bureau @coinbureau]

🔥War will NEVER look the same after this.

Ukraine just fought the first FULLY robotic battle in human history.

ZELENSKY: "For the first time in the history of this war, the enemy's position was taken exclusively by unmanned platforms - ground systems and drones. The occupants surrendered. And this operation was carried out without the participation of the infantry, and without losses on our side... A robot went into the most dangerous zones instead of a soldier."

Ukraine just rewrote how war should be fought.

[Nayib Bukele @nayibbukele]

🇸🇻

[Kaizen @KAIZ3NS]

Ceasefire in April.
Strait of Hormuz opens.
Trump declares victory.
Talks continue.
Sell in may.
Re-escalation.
Strait of hormuz closed again.
Threat of nukes.
Market nukes.
Ground invasion.
China hints to invade Taiwan.
North Korea missile tests.
BTC drops below $50k.
Buy Q3/Q4.
Printer goes brrr.
War ends.
Mid-term elections.
Bull market starts.