Recent well liked threads

Dec 12, 2024
Hi everyone I can't post articles but I just want to give free info so here you go:

Here is what I learned from building an "AI on Small-Medium Enterprise" app as the sole Full Stack AI/ML developer.

This helped one client, who manages over 150+ businesses, save significant time and money by leveraging their own operational intelligence.

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Data silos are killing your efficiency.

Your data is isolated in accounting, CRM, emails, documents, phonecalls, ticketing systems —all disconnected.

Result? Wasted time and missed opportunities.

Stop looking up the same things up each time and renewing SOPs.

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I built a system of specialized workers, each handling a data source, all orchestrated by an AI Agent/Engine facilitated through natural language.

Real work and real results through actionable feedback and REPORTS.

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Read 15 tweets
Jul 1
2020 article:
"During the Vietnam War, these physician-scientists were called ‘yellow berets.’ They are what we need to fight Covid-19"..

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❤️🎶
"Physicians who also have extensive training in scientific methods, often a Ph.D., are ideally suited to learn from the unusual clinical manifestations of Covid-19, such as strokes in young adults and autoimmune Kawasaki syndrome in children...
statnews.com/2020/09/02/yel…
Read 14 tweets
Nov 23
1/50 🚨
1984 Jewish News:
''Here it is once again demonstrated the importance of having a Jew who has the President's ear''

Meet Roosevelt and Truman's Mystery Man:

David K. Niles⬇️ Image
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'[He] Influenced the President by maintaining contact with the American Zionists, whom the president had grown to dislike, and [Niles] who kept him informed about what the State Department was doing to sabotage the President's policy.'

Congressman Bradley warned in 1943⬇️

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'Niles constitutes a deadly menace to this country because of his associates. He and his political machine constitute the gravest danger that this country has faced since it was born and I do not exclude the Civil War'
'He's praying upon the patriotism of loyal Americans'

3/50⬇️ Image
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Read 50 tweets
Nov 27
#LSL #Logiciel #SMEIPO

Company Background-
LSL is an indian software company focusing on Custom Software Development, Infrastructure & Cloud Services, Big Data & Analytics, UI/UX Design, Software Testing & QA Services, MVP Development, Mobile Application Development and AI & Machine Learning.

Company in Ops since 2011 ( 14+ Years) with 102 Employees

Some highlights -
100% Export Revenue
Recurring Revenue Through Dedicated Teams (~85%)

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Good thing to see that dedicated engagement model revenue is increasing which gives stability of earning to thhe company
Company's clients are in North America so company enjoys decent PAT Margin. however the customer concentration is a major challenge here.

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Company did a PreIPO at roughly 110 and 160ish to some investors ( post bonus price) in aug and sep 2024.

Mr. Umesh Sharma comes with 22yrs of IT exp and Mr. Ajay Sharma comes with 16 years of IT exp.

No civil or criminal cases

Related party - they have a company in Canada which is Logiciel Solutions Inc. Incorporated under Business Corporations Act (Canada) and an education company called Cyberstar Educational Society

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Read 4 tweets
Nov 29
Covid-19 am 29.11.25: ↗️, 7TM~1000‼️

R_Berichte (FT-korr): 1,09
R_Meldungen (adj.) 1,11
R_Hospitalisierung: ↗️1,06

R_Meldungen(3 Wochen): 1,05
Verdopplungszeit: ~2 Monate

Inkl. DZF 70:
Fälle (7T-M): ~71.000
Inzidenz: 590 (490)

Infiziert: 1 von ~120 Die Grafik zeigt oben die 7T-Mittel der Fallmeldungen nach Berichtsdatum (blau, ohne Nachmeldungen für mehr als 30 Tage zurück liegende Daten und um geschätzte  Daten für Feiertage korrigiert) sowie die Fallzahl nach Meldedatum, adjustiert mit einem Nowcast der erwarteten Nachmeldungen (rot). Außerdem ist die aus der NICHT NORMALISIERTEN Abwasser-Viruslast (derzeit wie auch normalisiert 70) berechnete Inzidenz sowie der aktuelle Dunkelzifferfaktor und die Inzidenz (nach Berichtsdatum) inkl. DZF aufgetragen.   Im unteren Bereich stehen gestrichelt R-Werte (d.h. geglättete 4-Tages-Änderungen)...
In den letzten Tagen ist R-Wert ~1,1 - mittelfristig jetzt auf dem Niveau vor 5 Wochen.

5-Wochen-Mittel der R-Werte:
Fallmeldungen: ↗️1,01
....inkl. DZF: 1,00
Abwasser: 0,99
Hospitalisierung: 0,98
ITS-Belegung: 0,98
ITS-Aufnahmen: 0,97
Todesfälle: 1,04 Die Grafik ist logarithmisch skaliert. Dadurch erscheint ein exponentieller Anstieg (oder Rückgang) als Gerade.  Dargestellt sind - die Fallmeldungen nach Berichts- und Meldedatum (blau/rot) - den Dunkelzifferfaktor (DZF) nach den NORMALISIERTEN Abwasserdaten (schwarz Strich-Punkt) - die mit den Abwasserdaten modellierte Inzidenz sowie die zentrierte 5-Wochen-Glättung (braun) - die Inzidenz inklusive Dunkelziffer (grün), jetzt deutlich niedriger - den exponentiellen Trend der Fallmeldungen und der Abwasserdaten bis Anfang Oktober (schwarz) - eine Fortsetzung dieser Trends bis zum 15.Dezembe...
Es ist unklar, inwieweit der Anstieg auf BA.3.2.2 zurückgeht.

Bei bisher 93/102/77/29 Proben aus KW43/44/45/46:

XFG*↘️: 78/65/66/62%
NB.1.8.1.*(PQ*)➡️: 15/27/17/24%
BA.3.2.2, gebremst↗️: 2/5/8/3%
Read 8 tweets
Nov 29
THREAD RESUMINDO UM DOS MAIORES EXPOSEDS E MIJADAS DO SITE

Aconteceu nas últimas madrugadas e ainda tá rolando. Inclui esquerdistas grandes sendo pegos no flagra e valentão de internet se ferrando Image
Se você chutar o saco do LilVinicin, acertará o queixo de uma conta chamada RioNiloCortes. Ele é um fã/amigo que copia o humor negro da bolha da Resenha, mas em versão de esquerda: ele não fala "judeu/ariano", ele fala "Israel/loiro"

É um pet do LilVinicin. São próximos Image
Quando chamei o Vinicin de plágio, o Nilo me deu RT pra sua turma me atacar. Dezenas de contas recém criadas surgiram me chamando de macaco, estuprado/r, pedófilo e me mandando pra senzala. Isso rola SEMPRE, como essa semana de novo Image
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Read 32 tweets
Dec 1
You hear that, Republicans? They'll put you all in prison if we ever lose an election again. Image
I stole this idea from you @pegobry_en. Thanks for the viral post.
@pegobry_en I'm Canadian btw. I've never even been to the United States.
Read 3 tweets
Dec 1
The most overlooked amino acid that most people are deficient in:

L-Carnitine.

When it's low, your body can't properly use testosterone or burn fat for energy.

Even worse? If you're overweight, you're more likely to be deficient...

Here's how it works and how to get enough 👇

L-Carnitine is a molecule your body must have to transport fat into the mitochondria to burn it for energy.

When you don't have enough, you feel more tired and it's harder to lose fat.

You also have lower androgen receptor sensitivity and lower testosterone uptake into cells.

This means your body can't use the testosterone it has as well, potentially leading to:

- Low libido
- Low energy
- Poor recovery
- Sluggish workouts
- Difficulty building muscle

Even if your testosterone levels look fine.

When you're overweight, you have higher levels of fatty acids, inflammation, and insulin resistance.

These all of make your cells burn through carnitine faster while also blocking it from entering the mitochondria.

You can have "normal" levels but functionally be low on it.

You need more of it.

So how do you get more of it?

It's found mostly in red meat:

- Beef
- Lamb
- Bison
- Venison.

Vegans have the lowest carnitine levels of any group of people.

So eat more red meat but even if you eat meat, you don't necessarily have optimal L-Carnitine levels.

Your body absorbs about 5-15% of the L-Carnitine in your food.

This is where supplementation becomes useful:

- L-Carnitine (general use)
- Acetyl-L-Carnitine (best for brain & energy)
- L-Carnitine Tartrate (best for exercise recovery & androgen receptor density)

For fat loss + testosterone support, L-Carnitine Tartrate is the best.

Best dosing is 2-4g per day.

Split your doses to improve its absorption.

Take it with food.

Also take it with garlic extract to reduce potential TMAO issues in the gut.

The Bottom Line:

L-Carnitine is one of the most underrated supplements for your metabolism and testosterone.

It improves fat-burning on a cellular level, helps your body use the testosterone it already has and it's 100% natural.

You need a calorie deficit to lose fat and you should focus on eating healthier and exercising...

But supplements that actually work are a simple and effective way to improve your health even more.

So I'm giving away my new Ultimate Supplements Guide that covers:

- My favorite 38 science-backed supplements
- How they work and all their benefits
- How to use them correctly

👉 Like + Comment "Supplements" and I'll DM you it for free (Must Follow)Image
If you'd be interested in personalized 1-1 coaching and accountability to:

- Lose 20-30lbs+
- Improve your health and energy levels
- With a simple and sustainable approach you can stick to for life

DM me "FIT":

x.com/messages/compo…
My client Garret is down 50 POUNDS.

WHILE maintaining his muscle & getting stronger.

He came to me after feeling stuck trying to lose fat on his own.

If you’re struggling to make progress like Garret was & ready to make a change.

DM me “FIT” below👇
x.com/messages/compoImage
Read 3 tweets
Dec 1
THE RAILROAD MEN, THE BROKEN RAILS, AND THE NEW MONEY TRACKS OF THE WORLD

Let me tell you a story - the kind your granddad might’ve told sitting by a wood stove, the kind that cuts through the fog, the lies, the banker-speak, and hits your soul with the simplicity of: “Of course that’s how it works.”

Once upon a time, every nation ran its money on rotten tracks.

Not by accident.
By design.

The tracks were crooked.
The switches jammed.
The fees were hidden.
The travel times were unpredictable.
And the men who owned the track…
weren’t elected.

They liked things confusing.
Confusion keeps pockets open
and oversight closed.

Your money - my money - every paycheck, every wire, every mortgage, every loan -
moved through a rickety, blind, 50-year-old rail system nobody could inspect.

Governments complained.
Businesses complained.
People complained.

But the track owners just smiled and said:

“Trust us.”

And everyone did… because what choice did they have?

Then one day a new track appeared - smooth, straight, and honest.

A track made of math instead of politics.
Transparency instead of secrecy.
Finality instead of guesswork.

It didn’t wiggle.
It didn’t reroute.
It didn’t stall.
It didn’t shake down passengers for lunch money.

It settled every transaction in 3–5 seconds.
Every time.
No exceptions.

It didn’t care whether you were a farmer, a banker, or a prime minister.
The rules were the rules for everyone.

They named this new track:

The XRP Ledger.

And instead of one man’s company store, it came with:
• a built-in currency exchange (no middlemen)
• a global bridge asset (XRP)
• a native payment router (ILP)
• a regulator-friendly design
• no downtime in 12 years
• no pay-to-play gas wars
• no bribed block builders
• no “maybe finalized” nonsense
• no outages
• no drama

It worked the same way every day.
Like a railroad should.

“But why would the big banks switch?” people asked.

Here’s the part Paul Harvey would call “the rest of the story.”

The bankers didn’t switch because they suddenly found integrity.
They switched because they had no choice.

The old tracks were collapsing.
• Liquidity dried up
• Reserve buffers vanished
• Regulations tightened
• Fraud got illuminated
• ISO 20022 turned the lights on
• The Treasury demanded transparency
• The world demanded atomic settlement

And when the Trump Administration began pushing for a new monetary architecture back in 2017, they weren’t doing it for show.

They saw the collapse coming.
They planned for the rebuild.
They positioned the rails.

The only rail that met the criteria — ALL the criteria - wasn’t theoretical.

It was already running.

The common-sense part:

If a man needs to get from St. Louis to Chicago fast, safe, and cheap…
and only one railroad line actually runs there…

you don’t need a PhD or a banker’s certificate
to figure out which train he’ll take.

You don’t pick the train that:
• breaks down
• reroutes randomly
• charges you a mystery price
• doesn’t run on time
• or has “great plans coming soon”

You pick the one that works today.

That’s XRPL.
Not “maybe someday.”
Not “once upgrades finish.”
Not “if the devs agree.”
Not “after an L2 patch.”

NOW.

Right now.
Today.
Christmas 2025.

Why the other tracks failed:

Because they were built for casinos, not countries.
• Ethereum: Great for gambling, awful for governance. Probabilistic finality + MEV = instant disqualification.
• Solana: Fast until it isn’t. Outages aren’t acceptable for global money.
• Stellar: Good tech, but not enough muscle.
• HBAR/ALGO: Clean systems, tiny liquidity.
• Private chains: Interoperability graveyard.

It’s like asking a go-kart to pull a freight train.
Not gonna happen.

And here’s the Trump-style truth bomb:

When building a new global money system, you pick the best tool.
And the best tool is XRPL.
It’s not close.

This isn’t hype.
This isn’t tribalism.
This isn’t crypto Twitter cheering.

(2/2, below)

@USTreasury @Ripple @Interledger
Part 2/2 - Our Merry 2025 Xmas

This is engineering.
• Math
• Liquidity
• Compliance Reliability.
• Uptime.
• Determinism.

The adults in the room picked XRPL because it WORKS.
Period.

Our Christmas 2025 takeaway:

Imagine every dollar, every paycheck, every tax refund, every mortgage, every Social Security payment, every international trade shipment…

…moving on rails that:
• never go down
• never lie
• never guess
• never cheat
• never overcharge
• never reroute
• never hide fees
• never double back
• never take 3–5 business days
• never “lose the wire”
• never allow backdoor manipulation

That rail is here.
The world is switching.
And America is stepping into a monetary system based on honesty, transparency, fairness, and speed - not banker fiction.

That rail is the XRPL.

That bridge is XRP.

That router is ILP.

That network is RippleNet.

This is the new exoskeleton of global value - the one the world is quietly plugging into because everything else breaks under pressure.

And so, as Christmas 2025 dawns…

The story is simple enough for any American to tell their family:

“We’re leaving a corrupt, creaky, hidden money system behind…
and moving onto rails that actually work.
XRPL is the backbone. XRP is the bridge.
The world is plugging in - not someday, but right now.”

And just like that…

Mark Twain nods.
Paul Harvey smiles.
Rush chuckles with satisfaction.
And Trump says,
“Told ya.”

Love you all - Rob.

@realDonaldTrump
Read 2 tweets
Dec 1
The GDM mechanistic interpretability team has pivoted to a new approach: pragmatic interpretability

Our post details how we now do research, why now is the time to pivot, why we expect this way to have more impact and why we think other interp researchers should follow suit Image
Core principles:
Doing good research is hard, it's easy to be misled
Doing *impactful* research is harder - we care about AGI but it doesn't exist yet!

Solution: measure progress with empirical proxy tasks that track progress towards a North Star

Post: alignmentforum.org/posts/StENzDcD…Image
Does this mean giving up on curiosity? No! Curiosity is a powerful driver of research progress. But exciting ≠ true, let alone important. It needs grounding:
- Start in an important setting
- Time-box exploration (eg 2 wks)
- Fail fast - eventually find a proxy task, or move on Image
Read 8 tweets
Dec 1
I'm Italian.

Everyone asks me about moving to Italy. But Italy isn't for everyone.

I've isolated 4 specific profiles. For these, it might be the best decision you ever make.

Here's who should actually consider it (and who shouldn't): Image
First, let me be clear.

I left Italy a decade ago when it was considered a sinking ship. Brain drain, bureaucracy, stagnation.

But over the years, something has quietly shifted.

Italy is back. And it has built one of Europe's top arbitrage + lifestyle opportunities.

But not everyone…Image
The mistake most people make is thinking Italy is just "lifestyle."

It can be. But it's also strategic and requires diligence.

Italy has four distinct pathways – each designed for a different profile.

Most people might not realize they might/might not be an ideal fit.

Let me break down who actually benefits:Image
Read 18 tweets
Dec 1
Historian Antony Beevor: "For Russians, conspicuous cruelty is a necessary weapon of war."

The atrocities in Ukraine aren't aberrations — they're rooted in centuries of uniquely brutal warfare.

And the West failed to see it coming — The Telegraph. 1/ Image
Russian mass rape, torture, and murder in Bucha aren't the work of rogue soldiers — they're systematic. The 19,500 missing Ukrainian children show what Russian conquest really means. 2/
Russian soldiers are themselves brutalized by torture from their own comrades. In the 1990s, there were 5,000 suicides yearly among conscripts — and Russian generals thought it was funny.

One made recruits dig their own graves "since they'd need them before long." 3/
Read 11 tweets
Dec 1
Hugely important. The H1B scam is exploding and the U.S.-India Strategic Partnership Forum members should be arrested, their companies sanctioned and excluded from eligibility from DOD/U.S. GOV’T CONTRACTS for a MINIMUM of 10 YEARS.
Also the ITServe Alliance. Fuck. These. People. Image
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Read 2 tweets
Dec 1
1/ 🧵Pfizer’s new mRNA flu trial quietly revealed the problem they can’t quite admit....

It’s not the spike. It’s the platform. It's the LNPs.
What did the data show?
nejm.org/doi/full/10.10…
2/Pfizer’s mRNA flu vaccine = same tech as COVID shots, just a new mRNA coding for the FLU antigen.
So what happened?
Strong fevers, swollen nodes, fatigue, pain which was identical to the COVID pattern.
Same signature, but NO SPIKE PROTEIN.
Does that mean the toxic driver is the lipid nanoparticle (LNP) system itself?
3/ Even worse: in the >65 year-old trial dataset (quietly posted on , no press release)…
There’s an important renal (kidney) signal.
Serious kidney adverse events in healthy seniors who were screened to exclude any chronic issues including kidney impairment.
That’s a major pharmacologic red flag.clinicaltrials.gov
Read 10 tweets