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Mar 12
🚨BREAKING: This github has entire blueprint for building ChatGPT from scratch and put it on GitHub for free.

It's called LLMs-from-scratch and it walks you through building a GPT model in PyTorch line by line.

No black boxes. No hand-waving. Every single piece of the architecture explained and coded.

Here's why this changes everything for AI builders: ↓Image
Most people using ChatGPT every day have zero idea how it actually works under the hood.

Attention mechanisms. Tokenization. Pretraining. Finetuning. RLHF.

They're all magic words until you build one yourself.

This repo fixes that.
What you'll build, chapter by chapter:

→ Ch 2: Working with text data + BPE tokenizer from scratch
→ Ch 3: Coding multi-head attention from zero
→ Ch 4: Full GPT model implementation in PyTorch
→ Ch 5: Pretraining on unlabeled data
→ Ch 6: Finetuning for text classification
→ Ch 7: Instruction finetuning (how ChatGPT-style behavior actually works)Image
Read 8 tweets
Mar 12
🧵THREAD - (Re)naissance de l’iranien, entre phantasmes, empires et arsenal idéologique: retracage d’une résurrection millénairement prémonitoire.

Étude socio-politique des dynamiques linguistiques et historiographiques à la forge du pays iranien à travers le Xe siècle samanide. Image
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1/

Avant d’être une question de langue ou de culture, l’histoire iranienne est une question de durée. Très tôt, cet espace a produit de l’empire.

L’Iran entre dans le Moyen Âge comme ancienne matrice impériale brisée dont les formes survivent à sa propre chute. Image
2/
La conquête arabe du VIIe siècle efface peu. Elle abat un empire, mais n’anéantit ni les réflexes administratifs, ni les mémoires royales, ni les habitudes de gouvernement accumulées pendant des siècles.

Un terrain déjà saturé de formes politiques anciennes. Image
Read 32 tweets
Mar 12
⚡️ Reports reveal a surge in combat suicides and low morale among Russian troops.

🧵 1/8 ⬇️ Image
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Read 8 tweets
Mar 12
Closing plenary being given by Admiral Brian Christine, assistant secretary of health. Image
[note I'm only summarising/characterising this speech. Only words in direct quotes]

Parents are being lied to by the medical profession

WPATH, the endocrine society, and the American Society of Pediatrics "I say they are wolves in sheep's clothing"
Gender-affirming care is not science, it is not healthcare this is radical politics… and this is wrong.

"We will not stop until this barbaric practice is eradicated like the plague that it is.... this is a major failure of the medical establishment."
Read 25 tweets
Mar 12
انسى شي اسمه p2p

بالخطوات والصور .. كيف تشتري USDT باستخدام فيزا kast ومن برق او بنك 360

وكيف تبيع USDT وتحوله للسعودية

سعر صرف ممتاز

وحساب بنكي دولاري امريكي بأسمك

امشي معي بالخطوات 👇 Image
اول شي سجل حساب في فيزا كاست 👇



بعدها سوي تحقق وامشي معاهjoin.kast.xyz/click?offer_id…
بعدما تسوي التحقق .. خذ بطاقة الفيزا 👇

عندك الافتراضية ب 2$ بالسنة

وعندك الملموسة مجانية فقط مصاريف الشحن الدولي

خذ الاول الافتراضية وبعدها اطلب الملموسة اذا حبيت .. لكن الافتراضية تكفي

تعطيك كاش باك و تقدر تضيفها في أبل باي وجوجل باي .. شوف المقتبسة اذا تبغى معلومات زيادة Image
Read 12 tweets
Mar 12
🧵Mohamed Bailor Jalloh

Naturalized U.S. citizen who was born in Sierra Leone in 1989.

He served in the Virginia National Guard but, after listening to lectures by Anwar Al-Awlaki, decided not to re-enlist.

Instead, he began supporting ISIS/ISIL. Image
Jollah traveled to Sierre Leone in 2025 and attempted to join ISIL. There he connected with an ISIL facilitator and other individuals who were joining the group, but he eventually decided he wasn't ready to join.

He gave the facilitator a few hundred dollars and returned to the U.S.Image
Just before returning to the U.S., he came into contact with Abu Saad Sudani, a member of ISIL who was planning an attack in the U.S.

Jollah sent money to Sudani to support ISIL.

In March 2016, Sudani, who was actively plotting an attack in the U.S., put Jollah in contact with an individual stateside. Sudani was hoping the two could carry out the attack.Image
Read 13 tweets
Mar 12
🇮🇱 I keep seeing a lot of incorrect information about Iron Beam, so here's a short explanation. It isn't just one system, it's a family of systems, some of which are operational, and some not, including:

▶️ Iron Beam
▶️ Iron Beam-Mobile
▶️ Lite Beam
▶️ Naval Iron Beam

1/7 🧵
Iron Beam is a 100-120 Kilowatt High Energy Laser, deployed via a 20ft container, with *advertised* capability vs UAS, mortars, rockets, artillery, and cruise missiles. It is not ballistic missile defense capable.

It is possibly in "Early Operational Capability".

2/7 Image
Iron Beam-M(obile) is a 50-60 kW High Energy Laser (HEL), transportable via a Heavy Expanded Mobility Tactical Truck (HEMTT). Its reference threats are UAS & loitering munitions.

I would describe Iron Beam-M as being in Initial Operational Capability (more on this later).

3/7 Image
Read 7 tweets
Mar 12
@POLITICOEurope 1/5 Wer die Ukraine verteidigen will, darf nicht nur nach Osten blicken. Die gefährlichste Front verläuft heute durch unsere Wahrnehmung.
Wir müssen über die Schatten-Elite im Exil sprechen – ein Netzwerk, das aus der Sicherheit Europas eine Strategie der Zersetzung fährt. 🧵 Image
@POLITICOEurope 2/5 Diese Gruppe besteht aus ehemaligen Funktionären, die ihre Macht verloren haben.
Ihr Ziel ist nicht die Reform des Staates,
sondern die Erosion des internationalen Vertrauens in die ukrainische Führung. Ihr Motiv? Die Rettung der eigenen Haut und politische Rache.
@POLITICOEurope 3/5 Die Methode: Informations-Wäsche.
Schritt 1: Einseitige „Insider-Häppchen“ werden an renommierte westliche Medien (wie Politico) herangetragen.

Schritt 2: Sobald ein Medium die Story druckt, wird aus einer bösartigen Interpretation ein „internationaler Fakt“.
Read 5 tweets
Mar 12
If AI is so great for coding, where are the apps? @R_Dimm and I studied the Python Package index to find an "AI effect".

Here's where it is not, where it is, and thoughts on why.

WHERE AI IS NOT. There's no clear AI effect on Python _package creation_ since ChatGPT. Image
What about package _release frequency_ — how often an existing package is updated per year?

No clear AI effect. The release frequency for the top 15,000 packages started increasing in 2019, well before the "ChatGPT era". Image
WHERE AI IS. But there is an AI effect if you consider release frequency and focus only on packages _about AI_.

Post-ChatGPT packages were updated ~20 times/year, almost 2x non-AI packages! Image
Read 6 tweets
Mar 12
ÚLTIMA HORA: Claude consegue transformar praticamente qualquer habilidade que você já tem em uma fonte de renda de até $4.000 por mês.

Aqui estão 9 prompts para sair do zero e criar um fluxo de renda consistente trabalhando apenas cerca de 14 horas por semana.

Salve isto antes que todo mundo comece a usar :
1. Transforme sua habilidade em uma oferta

Prompt: “Ajude-me a transformar minha habilidade em [habilidade] em uma oferta de serviço clara e fácil de vender. Defina o resultado específico que eu entrego, quem mais precisa desse serviço, quanto devo cobrar e escreva um pitch curto de um parágrafo que eu possa usar para conquistar meu primeiro cliente pagante hoje."
2. Encontre rapidamente seus primeiros clientes pagantes

Prompt: “Ofereço [serviço] para [cliente ideal]. Crie um plano de prospecção de 5 dias usando apenas canais gratuitos para conseguir meus primeiros 3 clientes pagantes. Inclua onde exatamente encontrá-los, o que dizer e um modelo de mensagem que eu possa enviar ainda hoje.”
Read 11 tweets
Mar 12
Tu nervio vago decide cuánto tiempo vives.

¿Lo que da miedo? Uno de cada tres adultos tiene un nervio vago débil, lo que provoca estrés constante, falta de sueño e inflamación crónicamente elevada.

Aquí te explicamos cómo comprobar si el tuyo está "roto" y cómo arreglé el mío: Image
El nervio vago conecta el cerebro con el intestino, el corazón y los pulmones.

Cuando funciona, reduce la frecuencia cardíaca, reduce la presión arterial y mejora la digestión.

Pero la mayoría de las personas tienen un nervio vago débil debido al estrés, la falta de sueño y la estimulación constante (razón por la cual la ansiedad, los problemas intestinales y el agotamiento están en todas partes):Image
Si eresTe alteras fácilmente, te cuesta relajarte, te cuesta dormirte o lidias con la ansiedad; las siguientes técnicas cambiarán tu funcionamiento DIARIO. Empecemos:
Read 14 tweets
Mar 12
1/7: Polska wnioskowała z SAFE 43,7 mld EUR — największą jednorazową pożyczkę w historii państwa. Rząd mówi: to inwestycja w bezpieczeństwo. Ja mówię: to przebiegły biznesplan, który wzmacnia nie Polskę, lecz francusko-niemiecki przemysł zbrojeniowy. Thread 🧵
2/7 Klucz to klauzula 65% — wymóg, by tyle kosztów komponentów pochodziło z UE. Brzmi rozsądnie. Problem: kraje grupy LoI (FR, DE, IT, ES, SE) mają 70-80% europejskiej bazy przemysłowej.
3/7 Niemcy nie biorą ani euro z SAFE. Mają Sondervermögen — 650 mld EUR na zbrojenia w 5 lat. Bez warunkowości KE, bez klauzuli 65%. Inwestują we własny przemysł na własnych warunkach. Jednocześnie zarabiają na zamówieniach krajów, które się zadłużają.
Read 7 tweets
Mar 12
1/ Tracking the EV Race: Who is Super-Charged?
2/ Charging stations are a major constraint on the sales of EVs. A single Chinese EV manufacturer—BYD (in which Warren Buffett was one of the early investors)—announced that by the end of 2026, it will build an additional 20,000 charging stations across China. Moreover, with new technology at these stations, drivers can charge their cars’ batteries in 5 minutes.
3/ How many charging stations are there in the entire US today?
Read 8 tweets
Mar 12
I showed 20 women texts from men they'd ghosted and asked one question:

"Where exactly did he lose you?"

Not one of them pointed to a word he said.

Every single one pointed to a word he didn't say.

That answer changed everything I thought I knew about texting... 👇🏻
1. Say less than you feel. Every time.

Every man they showed me had one thing in common, he said too much too soon.

She knew exactly where she stood before she'd decided where she wanted to stand.

That certainty killed it before it had a chance to become anything.
2. The text he didn't send was more powerful than the one he did

One woman showed me a conversation where everything was going well.

Then he replied to her joke with a paragraph.

She said "right here. That's where I lost interest."

She felt like she was being smothered.
Read 15 tweets
Mar 12
The Bronx Zoo is currently caring for a stowaway red fox that was discovered in February aboard a ship arriving at the Port of New York and New Jersey from Southampton, England. (1/5) Image
The male, red fox is estimated to be about two years of age and was detected among the ship’s cargo. Once the animal was safely secured by United States Customs and Border Protection (CBP), they coordinated with government wildlife officials to bring him to the Bronx Zoo. (2/5)
The Bronx Zoo regularly works with government agencies and other partners to help rescue wildlife that is illegally trafficked through nearby ports and airports or in rare cases like this where an animal is a stowaway. (3/5)
Read 5 tweets
Mar 12
Debat over de Amsterdamse binnenstad. #draad #erbij #live Image
Dit is een debat over drukte en over toerisme, denk ik. Er slingert hier een notitie over dat onderwerp rond. Image
Dit is in de Uilenburgersjoel. Zes partijen doen mee en ik denk dat het CDA er een van is. Image
Read 49 tweets
Mar 12
في مقال تحليلي نُشر بصحيفة "يديعوت أحرونوت"، يطرح يوئيل غوزانسكي الباحث في معهد أبحاث الأمن القومي الإسرائيلي السيناريو المتشائم؛ محذراً من أن إعلان النصر قد يكون قاصراً، وأن "الجرح الإيراني" قد يولد اندفاعة نووية غير مسبوقة.. تابع السلسلة⬇️ Image
يرى غوزانسكي أن الإغراء بإعلان النصر مفهوم، فالضربات التكتيكية التي وجهتها إسرائيل وأمريكا للمرافق العسكرية والبنية التحتية الإيرانية قوية وحقيقية. لكن السؤال الجوهري ليس "ماذا دُمّر؟" بل "ما الذي تغير؟". فنواة السلطة، والحرس الثوري، والأيديولوجيا لا تزال قائمة ولم تهتز.⬇️
التحليل يشير إلى أن إنجازات الحرب الحالية تقتصر على "تقليص القدرات"، وهو وضع "قابل للعكس" بالتعريف العسكري. الأنظمة تتعلم، وتتكيف، وتعيد البناء. التاريخ في الشرق الأوسط يخبرنا بأن هذه الحرب قد لا تكون "نهاية القصة"، بل مجرد فصل دامٍ آخر فيها.⬇️
Read 8 tweets
Mar 12
Тем временем, с августа прошло уже много времени. Казалось бы, уже вся страна должна была значительно повысить айтишную грамотность и перестроить свое пользование инфраструктурой. Ну и чушь перестать нести, желательно.

Но, сетевое молчание в Москве вскрыло, что это не так.=>
Значит, пока вернуться к этой теме повторно. Вдруг кто прочитает, и ему полезно будет. От дилетанта дилетантам, что у нас сейчас блокируется и как ты нам в этом всем сохранять максимум возможностей и, если получится, комфорта. =>
В заглавном твите репост более старой ветки, где содержится краткий перечень наших цифровых неприятностей, их суть и последствия.
Написаны они хаотично, в этот раз, попробуем чуть более структурно о том, что имеем и что с этим делать. И начнем мы с простейших основ. =>
Read 53 tweets
Mar 12
There are major issues with this analysis and the claim that an Iranian Shahed costs $7,000 is highly questionable. Thread.
The first problematic assumption is the, widely reported, claim that the LUCAS is a copy of the Shahed 136. Well, the question is how do you define copy? In its basic concept and its aerodynamic layout, the LUCAS is certainly strongly inspired by the Shahed. Image
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But if you go deeper into the specs, you’ll see that the LUCAS is actually a smaller, lighter and shorter-range design than the Shahed 136 / Geran-2. This has significant implications for unit cost. Image
Read 15 tweets
Mar 12
🇬🇪The OSCE’s Moscow Mechanism report on Georgia is out.
It is one of the most serious international assessments of the country’s democratic trajectory in years.
Here are the key findings policymakers should understand ⬇️
1/21 Image
The report concludes that Georgia has undergone marked democratic backsliding since spring 2024.
2/21
It identifies a pattern that includes:
🔹violence against protesters and journalists
🔹impunity for perpetrators
🔹restrictive laws targeting civil society and media
🔹prosecutions against opposition leaders
🔹shrinking political pluralism.
3/21
Read 22 tweets
Mar 12
6 Undervalued Businesses with a Strong Moat

1/ Mercado Libre

$MELI is the best company in Latin America, which is down over 30% from June highs.

The company maintains a powerful moat through its integrated ecosystem, which locks in users by seamlessly combining:

- E-commerce
- Fintech
- Loans
- Logistics

This creates a massive network effect where a growing buyer base attracts more merchants, while its proprietary logistics network provides a level of delivery speed and reliability.

Key Segments are exploding:

E-com Services $2.3B ➡️ $12.8B
E-com Products $255M ➡️ $3.5B
Fintech $1.1B ➡️ $6.7B
Credit $246M ➡️ $5.9B

- 78M Fintech Users
- 121M E-com Buyers
- $65B GMVImage
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2/ Google

$GOOGL is the best positioned to thrive in the AI age. Its moat is built on a data-driven feedback loop, generating an unmatched volume of data that continuously refines its algorithms and ad targeting.

This dominance is reinforced by a multi-layered ecosystem consisting of:

- AI
- Search
- Cloud
- YouTube
- Android
- Waymo

Key Segments are delivering:

Search $69.8B ➡️ $224.5B
YouTube $8.2B ➡️ $40.4B
Google Network $17.6B ➡️ $29.8B
Subscriptions, Platforms $10.9B ➡️ $48B
Cloud $4.1B ➡️ $58.7BImage
3/ Uber

$UBER is down 25% from October because of AI disruption fears, yet they are well-positioned to become a platform for robotaxi deployment.

Their moat comes from 202M customers spending $193B on Uber's platform.

The company maintains its dominance through a powerful two-sided network effect, where a massive pool of drivers ensures low wait times for riders, which in turn attracts even more drivers to the platform’s high demand. This scale is further fortified by its cross-platform ecosystem, as the integration of ride-sharing, food delivery, and freight services lowers customer acquisition costs and increases user stickiness.

Getting customers to download another app is a tall order.

As robotaxi technology gets better, deploying it on Uber is the easiest way to monetise it, as Uber owns the customers.

Key Segments are delivering:

Mobility $7.3B ➡️ $29.7B
Delivery $587M ➡️ $17.2B
Freight $67M ➡️ $5.1BImage
Read 6 tweets
Mar 12
This is part 3 of the @genspect Life Beyond Transition conference in Washington DC. To start from the beginning, click here:

The legal panel is underway. (l-r) Kevin Keller (mod), Daniel Cragg, Jonathan Alexandre, Hal Frampton, Kathleen Dooley. Image
KK sets out his view: “this is a great evil in the world… foisting a great untruth, a lie on society: gender ideology”
I don't think the rest of the panel would disagree. They are involved in bringing lawsuits against doctors who practice gender medicine.
Read 22 tweets
Mar 12
Bueno, jueves y se viene otro fin de semana espectacular en la ciudad así que acá les traigo mi selección de los planes del fin de semana en La Plata.

Ya saben: pongan like & retuit que arranco…
DESTACADO: planazo ANTIdomingo el 4to aniversario de Casa Tomada que lo celebran este domingo 15 de marzo en Moro en City Bell con muchas propuestas gastro de las que siempre recomiendo & intervenciones artísticas y DJs. Entradas con dto código LUTITRAVEL a 9900pe.

📍12 y 467 Image
JUEVES

1) En Astor birra están celebrando la semana de la tortilla todos los días con una tortilla diferente. Los jueves además siempre tienen jazz en vivo y es un plan que me encanta. Entrada gratis. Sin reservas.

📍521 2 y 3 Image
Read 20 tweets
Mar 12
Someone deliberately rammed their vehicle into Temple Israel. Smoke can be seen coming out of the building from several positions.

This DOES seem to be an ACTIVE SHOOTER situation.
A NO-FLY zone has been issued.

There’s a NURSERY SCHOOL inside that temple! Pray for them! Image
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Warming tents are being set up at Shenandoah Country Club, which is very close to Temple Israel.
MASSIVE law enforcement response at Temple Israel in West Bloomfield, Michigan, after a suspect deliberately rammed a vehicle into the building.

This has been confirmed as “some sort of”an active shooter incident. There’s at least one infant reportedly not breathing. Smoke was seen billowing out of the building from several areas.

The Jewish Federation of Detroit issued the statement below:

“We are aware of a security incident at Temple Israel. We are advising ALL Jewish organizations to go into lockout protocol - nobody in or out of your building. More information to follow.”
Read 5 tweets
Mar 12
🇹🇷 The Turkish government is now offering app developers up to $430,000 in support. Per app. Per year

A new government decree in Türkiye is a massive accelerator for (Turkish) developers

Here’s what’s happening 🧵 Image
As of Jan 1, 2026, a new presidential decree (No. 10962) overhauls Türkiye’s service export supports. The big news: @RevenueCat is now on the official “approved software” list

This means eligible Turkish companies get 50% of their RC subscription fees reimbursed by the government
But that's just the start. The new decree massively increases the caps on other key supports. For each app, you can get up to:

•~$91,000/yr for platform commissions
•~$340,000/yr for marketing/UA spend

That's a total of ~$431,000 per app, per year
Read 7 tweets
Mar 12
Un fallo de la Sala F de la CNCom declaró la inconstitucionalidad del art. 730 del CCyC, heredero del polemiquísimo 505 del CC reformado en los 90. Algunas ideas sobre el estado actual de la jurisprudencia de la CSJN en este tema 👇🧵
La CSJN históricamente protegió la validez constitucional del 505CC/277LCT. Lo hizo en "la saga del tomo 332": en "Abdurraman", en "Brambilla" y en "Villalba" (todos de 2009) donde defendió tres premisas:
a) la norma no reduce ni altera las regulaciones de honorarios; b) solo limita la responsabilidad del obligado al pago de las costas y c) el saldo o excedente afectado por el prorrateo lo tiene que pagar el reclamante.
Read 21 tweets
Mar 12
A Ecopetrol le está yendo como a perros en misa. Image
Hace poco dijo que sus ganancias en 2025 fueron de $9 billones. Suena a buena plata, pero eso es 40% menos que lo reportado en 2024 (va de mal en peor).
Aunque el 2026 apenas empieza, hay tremenda guerra en Medio Oriente por los ataques de Estados Unidos a Irán y viceversa, y esto ha hecho que el petróleo esté subiendo a un rango entre 100 y 80 dólares.
Read 17 tweets
Mar 12
Essence-Energy Distinction as taught by the entire patristic witness and in Scripture, not invented by St. Gregory Palamas (as is the slanderous narrative from Latins and other enemies of the Faith)

Very simply, EED is the distinction between God’s essence (unknowable) and His energies (uncreated manifestations in creation).

Note: Other words for energies can be activities, operations, power, etc.

A thread 🧵
Josephus:

“Moreover, (Moses) represented God as UNBEGOTTEN, and immutable, through all eternity, superior to all mortal conceptions in pulchritude; and, though known to us by his POWER, yet unknown to us as to his ESSENCE.”

Flavius Josephus, Against Apion
William Whiston, A.M., Ed
Old Testament:

Exodus 33:18-23 (Moses sees God's "back" or glory, not His face/essence) and Psalm 104:1-2 (God clothed in light as a garment, suggesting energies as visible manifestations)

Wisdom of Solomon 7:26:
"For she is a reflection of eternal light, a spotless mirror of the working (energeias) of God, and an image of his goodness."

Wisdom of Solomon 13:4:
"And if they were amazed at their power and working (energeian), let them perceive from them how much better is he who formed them."
Read 14 tweets
Mar 12
1/ Russia simply isn't capable of doing in Ukraine what the US and Israeli air forces are doing in Iran, a prominent Russian warblogger admits. He blames the Russian air force's "organisational backwardness, underdeveloped intelligence, and lack of specialised aviation." ⬇️ Image
2/ Ukraine's aviation situation is starkly different to that of Iran's, despite facing a theoretically more powerful opponent. The Ukrainian Air Force is not only still flying in substantial numbers but has expanded its capabilities with the addition of Western aircraft. Image
3/ 'Military Informant' discusses why the Russian Aerospace Forces are still unable to achieve air superiority over Ukraine after over four years of full-scale war:
Read 17 tweets
Mar 12
"You are not a stranger in the universe. You ARE the universe experiencing itself."
— Alan Watts

Most people live their entire lives seeking approval from others.

Watts said this was the deepest philosophical mistake a human being could make.

Here's why ↓ Image
Image
Watts had one core belief:

You are not an ego trapped inside a body, isolated from the world.

You are the world expressing itself.

Like a wave isn't separate from the ocean...

You are life itself, in motion.
But Western culture taught you the opposite.

It handed you a story:
You are small.
You are separate.
You must earn your place.

And the moment you believed it...

The people-pleasing began.
Read 10 tweets
Mar 12
28 Kasım 1898’de Mısır’ın Kahire şehrinde doğdu, Mısır’ın ünlü bir mimar ve müteahhiti olan Ahmet Hulusi’nin oğludur. Kemahlı bir asker olan dedesinin Hıdıv maiyetinde görev yapması nedeniyle Mısır’a gelmiş bulunan aile, Image
I. Dünya Savaşı’nda Kahire İngiliz işgaline uğrayınca İstanbul’a döndü.
İhap Hulusi Görey veya arkadaşlarının taktığı adla Lakabı Şaheser.

İhap Hulusi, ilk ve orta tahsilini Kahire’deki İngiliz okullarında yapmıştı. Image
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1917’de Almanya’da yaşayan bir ressamdan postayla resim dersleri aldı, 1920 yılında resim eğitimi görmek üzere Almanya’ya gitti.
Önce Münih’de Heimann Schule atölyesinde üç yıl çalıştı. 1923’te düzenlenen Galatasaray Sergisi’ne Almanya’da yaptığı çalışmalarıyla katıldı. Image
Read 26 tweets
Mar 12
If there’s one word to describe the experience of the vaccine-injured, it’s “ABANDONMENT,” Dr. Joel Wallskog says.

After developing a rare neurological condition, a top vaccine official told him he would “get back” to him repeatedly for two years.

He never did.

His name was Peter Marks.

He ignored the suffering of vaccine-injured patients who begged him for help—then MOCKED them behind closed doors.

After fast-tracking COVID jab approvals, Marks left his government position for a handsome salary at Eli Lilly as its new head of infectious disease research.

The media framed his departure from “government service” as a defiant “hero” standing up to RFK Jr.’s takeover of HHS.

But here’s the Peter Marks story they’re not telling you.

It’s not pretty. 🧵
This information comes from the work of medical researcher @MidwesternDoc.

For all the sources and details, read the full report below:

midwesterndoctor.com/p/why-did-the-…
Corruption 101: Bureaucracies Protect the Guilty

The FDA’s structure protects bad actors. No one takes personal responsibility, and careers are built by serving the system—not the people.

As former Pfizer exec Peter Rost said: the pharma industry operates like the mob—but with better PR.

And while Anthony Fauci was often blamed for everything that went “wrong” during the COVID-19 response, a lesser-known figure within the FDA bureaucracy was directly responsible for much of the damage.Image
Read 25 tweets
Mar 12
AI image tools have a hidden problem:

Editing.

You generate an image in seconds…
Then spend 10 minutes fixing tiny details.

I tested Seedream 5.0 Lite and the workflow is shockingly efficient.

Here’s what I found 🧵 Image
✅ Instruction-based edits

Seedream 5.0 Lite follows text instructions closely.

Instead of regenerating everything, you can:

• change specific elements
• refine visual details
• adjust composition

Which saves a lot of time.
✅ Feature transfer

Another powerful feature:

You can transfer visual elements between images.

For example:

• colors
• styles
• camera angles
• reference details

Great for building consistent visual sets. Image
Read 9 tweets
Mar 12
Escribió Carlos Ortiz de Rozas, embajador argentino en París en 1979:

"...En esas circunstancias, y siendo embajador en ese admirable país, recibí una carta en la cual un caballero interesado en nuestra historia me sometía a una consulta que no dejó de sorprenderme. Preguntaba cuándo y por qué motivo la República Argentina había adoptado oficialmente como escudo nacional el emblema del que se valían como "laissez-passer" (pase o símbolo de contraseña) los miembros de un club revolucionario francés para acceder a la Asamblea Legislativa entre 1790 y 1793. En apoyo de su petición acompañaba copia de una ilustración que figura en la obra La Revolución Francesa, de Michel Vovelle (Tomo 3° página 216). Asimismo quería saber si el diseño había sido obtenido por un argentino durante ese turbulento período o llevado por un jacobino que podría haber viajado para combatir por la independencia argentina..."
"...La similitud con nuestro escudo - como podrá apreciarse por la reproducción que acompaña esta nota- era tan acentuada que no dejó de sorprenderme. Sobre todo teniendo en cuenta que esa credencial era utilizada dos décadas antes de que la Asamblea General Constituyente de 1813 resolviese adoptar el conocido blasón nacional. La curiosidad planteada en términos tan precisos estaba pues plenamente justificada. Como, por mi parte, no tenía ninguna explicación al respecto, tuve que contestarle a mi interlocutor que intentaría satisfacer su demanda consultando a alguien que tuviese cierta versación en la materia..."
"...Intenté conseguir la obra de Vovelle, historiador marxista que interpreta a su manera los sucesos del levantamiento popular contra el régimen de Luis XVI, pero no fue fácil. No había sido distribuida en el comercio y sólo podía adquirirse por una suscripción particular en una editorial vinculada al Partido Comunista..."
Read 7 tweets
Mar 12
La distinción entre un insulto, el ejercicio de la libertad de expresión y la comisión de un delito de odio en la red es un desafío técnico y jurídico . Voy a intentar explicar el escenario en el que nos encontramos en España de una manera simple
¿Qué es el discurso de odio? Image
Según la Comisión Europea contra el Racismo y la Intolerancia (ECRI) , no es un comentario ofensivo. Es el uso de expresiones que "propaguen, inciten, promuevan o justifiquen el odio" basado en características inherentes de la persona (etnia, religión, orientación sexual, etc.)
Un error muy común es creer que los insultos son expresión de libertad de expresión, y que esta no tiene límites
En España el Artículo 20.4 de la Constitución Española establece que la libertad de expresión no es un derecho absoluto. Tiene límites
boe.es/buscar/act.php…
Read 22 tweets
Mar 12
Laurent Ozon fait des amalgames dangereux pour la France, alors que les faits lui donnent tort.

Un lobby juif-israélien ne gouverne (occupe) pas la France‼️

Si tel était le cas, Chirac n'aurait pas eu une politique pro-arabe, Sarko...

Fil 1/6 : SUITE ⤵️
2/6 Sarkozy n'aurait pas qualifié Benjamin Netanyahou de "menteur" lors d'une conversation privée avec Barack Obama, disant : "Je ne peux plus le voir, c'est un menteur" ; des propos surpris par des micros et révélés par des journalistes.
3/6 F. Hollande n'aurait pas adopté une politique étrangère plaidant pour un État palestinien et la solution des 2 États, ni appellé à stopper la colonisation et voté favorablement pour le statut d'État observateur palestinien à l'ONU.
Read 6 tweets
Mar 12
BREAKING: AI can now do market research like McKinsey (for free).

Here are 12 insane Claude Opus 4.6 prompts that replace $5,000 consultant: (Save for later)
1/ Market Sizing & TAM Analysis

You are a McKinsey-level market analyst. I need a Total Addressable Market (TAM) analysis for [YOUR INDUSTRY/PRODUCT].

Please provide:

• Top-down approach: Start from global market → narrow to my segment
• Bottom-up approach: Calculate from unit economics × potential customers
• TAM, SAM, SOM breakdown with dollar figures
• Growth rate projections for the next 5 years (CAGR)
• Key assumptions behind each estimate
• Comparison to 3 analyst reports or market research firms

Format as an investor-ready market sizing slide with clear methodology.

Context: My product is [DESCRIBE PRODUCT], targeting [TARGET CUSTOMER] in [GEOGRAPHY].
2/ Competitive Landscape Deep Dive

You are a senior strategy consultant at Bain & Company. I need a complete competitive landscape analysis for [YOUR INDUSTRY].

Please provide:

• Direct competitors: Top 10 players ranked by market share, revenue, and funding
• Indirect competitors: 5 adjacent companies that could enter this market
• For each competitor, analyze: pricing model, key features, target audience, strengths, weaknesses, and recent strategic moves
• Market positioning map (price vs. value matrix)
• Competitive moats: What makes each player defensible
• White space analysis: Gaps no competitor is filling
• Threat assessment: Rate each competitor (low/medium/high threat)

Format as a structured competitive intelligence report with comparison tables.

My company: [DESCRIBE YOUR BUSINESS AND POSITIONING]
Read 14 tweets
Mar 12
1/10
Tällaisia kommentteja oli odotettavissa Kosolan haastattelun jälkeen. Muutama oma kommentti asiasta:
Drone ei ole mikään ihmease ja sodan ratkaisija. Jos olisi, luulisi sodan jo loppuneet Ukrainassa missä droneja käytetään miljoonia vuodessa.
2/10
Drone on uusi ase taistelukentällä. Se dominoi aikansa kunnes sille kehitetään vasta-ase. Näin on käynyt taistelukentillä lukuisia kertoja historian aikana. Dronet ovat tulleet jäädäkseen, mutta on väärin julistaa niiden mullistaneen kaiken.
3/10
Toki mullistivat sodankäynnin Ukrainassa, missä kaksi liikesodankäyntiin kykenemätöntä armeijaa juuttui asemasotaan ja kärsi kranaattipulasta. Seuraava sota taistellaan tn erilaisessa maastossa ja erilaisilla armeijoilla.
Read 10 tweets
Mar 12
Yo! Since when did we start attacking Jews? @Clay4MainStreet I have the largest base of voters in Paulding county GA! Your district!

I need you to call out this despicable behavior👇

(If you have not seen it, be prepared to vomit 🤮)

Please retweet the Justin Fox clip ….
And condemn. Clay Fuller 🫵, and your team should seek counsel on my request. A simple ask.

I will look at fully endorsing @ShawnForGeorgia and ending any further work to help get you elected.

cc: @bluestein #gapol @GaRepublicans @GeorgiaDemocrat
All my door knockers knocking for your campaign will
Have their contracts ended, and I will hire them to help Shawn win.

If you will not condemn this now, how can I trust you with greater power in the future.

God bless you.

- John Saunders

I am waiting on you.
Read 5 tweets
Mar 12
The U.S. and Israel attacked Iran and killed its leadership. For the first time ever, Iran responded with its military dead man's switch to shut down Gulf oil and gas.

We are now in a global energy crisis until further notice.

Read the new @bismarckanlys Brief (link below): Image
The whole global economy depends on the flow of cheap oil and to a lesser extent gas. Oil is a necessary input for chemical manufacturing, and thus effectively all manufacturing, and for all transportation.

These are fungible global commodities, so everyone feels the price hit. Image
The Gulf makes 31% of all the world's oil, 27% of all liquid gas exports, and it refines 11% of the world's fuels. It is also a key hub for chemical manufacturing of downstream products like fertilizer and aluminum.

All this is now under threat by plentiful Iranian drones. Image
Read 6 tweets
Mar 12
🚨Could massive volcanic events trigger natural carbon dioxide removal (#CDR)?

New study suggests that during the Emeishan supervolcanic eruptions (~260M yrs ago), enhanced weathering of uplifted rocks removed huge amounts of atm CO₂, cutting levels nearly in half.

How?🧵1/11 Image
2/ Large igneous provinces (LIPs) are among the largest volcanic events in Earth’s history, typically releasing huge volumes of lava over 1-5 million years.

They’re widely thought to drive CO₂ spikes, warming, and environmental crises through massive volcanic degassing.
3/ To test this assumption, researchers reconstructed atmospheric CO₂ levels across the Emeishan volcanic episode using carbon isotopes from chlorophyll-derived biomarkers preserved in marine sediments from the Shangsi section in China.
Read 13 tweets
Mar 12
A fair amount of confusion about the talking filibuster comes from nomenclature; it messes people up b/c (1) minorities filibuster; but (2) the talking filibuster is described as a *majority* tactic ("the GOP should use the talking filibuster.")

Let's straighten this out. 1/
First, some links to previous writing

*My blog post about talking filibuster basics (blog.mattglassman.net/the-talking-fi…)
*Discussion of CRA (blog.mattglassman.net/more-on-the-ta…)
*Video on talking filibuster (fivepoints.mattglassman.net/p/talking-fili…)
*Discussion of 1893 Talking Filibuster (x.com/MattGlassman31…) 2/
Ok. First point: the filibuster doesn't exist in Senate rules. It's a *consequence* of the rules, which lack a way for a bare majority to easily force an end to debate. If debate doesn't end, there's no vote.

Upshot: to filibuster, you just get the floor, start talking. 3/
Read 14 tweets
Mar 12
EXCLUSIVE: Despite years of scandal, San Francisco Mayor Daniel Lurie has revived a race-based slush fund that will give millions to black nonprofits that specialize in ancient Egyptian healing rituals, African ancestry DNA testing, and massage therapy for black criminals.

🧵
Former Mayor London Breed launched the "Dream Keeper Initiative" during George Floyd summer, but the program was quickly snared in scandal, with the director under criminal investigation for alleged fraud.

Despite campaigning against the initiative, Lurie has quietly revived it. Image
Lurie approved $1.1 million for the Homeless Children’s Network, a black racialist organization that provides "Afri-centric, trauma-informed" wellness services. The group specializes in Ma’at healing, which uses ancient Egyptian principles to treat "intergenerational racism." Image
Image
Read 7 tweets
Mar 12
🚨The Pentagon’s Armageddon Problem
When Christian Nationalism Runs the U.S. Military

Pete Hegseth's White Christian Nationalist wet dream was to start war in the the Middle East to bring on biblical apocalypse.

And here we are. 🧵Image
As American troops were prepped to attack Iran, some were told something rather chilling.

According to complaints filed with a military watchdog group, soldiers were briefed that the conflict unfolding in the Middle East was part of “God’s divine plan.” Some commanders reportedly referenced the Book of Revelation and framed the war in prophetic terms.

Think about that for a second.

American soldiers — sent halfway around the world with rifles and drones — being told they are participating in biblical prophecy.
This isn’t a fringe sermon happening in a megachurch somewhere. These are the kinds of ideas circulating inside the same political movement that now controls the Pentagon.

And the man currently running it, Pete Hegseth, has spent years promoting exactly the worldview that makes that framing possible.Image
Read 18 tweets
Mar 12
ÚLTIMA HORA: No copies y pegues respuestas de ChatGPT.

La escritura de ChatGPT es fácilmente detectable.

Usa estos prompts en su lugar y verás la magia: Image
1. El Humanizador Profesional de IA

“Actúa como un editor profesional de escritura humana. Reescribe el siguiente texto para que suene natural, humano y conversacional. Elimina frases robóticas, estructuras rígidas y un flujo poco natural, manteniendo intacto el significado original. Texto: [pega el texto].”
2. Convertidor a Tono Humano Natural

“Reescribe este texto para que suene como si lo hubiera escrito una persona real con experiencia y confianza. Mejora el ritmo de las frases, la elección de palabras y la fluidez. Evita patrones robóticos o un lenguaje demasiado formal. Texto: [pega el texto].”
Read 11 tweets
Mar 12
I’m heading to a Commerce Committee markup today, in part because I’ve been reporting for the last few days on a very interesting saga around a Coast Guard promotion.

Buckle up, because this will be a long thread here:
From 2015 to 2017 Kimberly McLear, a Coast Guard officer who was also a professor at the Coast Guard Academy filed complaints against Jesse Millard, her boss at the time, and other officers, alleging they mistreated and bullied her.
She then went on to accuse Millard of retaliating against her for having filed complaints, after he gave her lower marks on her review that year.
Read 19 tweets
Mar 12
.🇩🇿 سلسلة مفاهيم 🧐الجزء 3 .
في الجزء 1 شرحنا فكرة الهوية الرقمية للإطار داخل السوق.
وفي الجزء 2 رأينا كيف يمكن تتبع حركة الإطار بين المستوردين والموزعين ونقاط البيع.
لكن النظام لا يكتمل عند البيع.
ماذا يحدث للإطار بعد أن يبدأ استعماله؟
وهنا يبدأ مفهوم Digital Lifecycle للإطار. Image
2/
لذلك يجب أن يحتوي النظام على جدول : TyreLifecycleEvents
بخصائص مثل : event_id / tyre_uid / event_type / event_datetime / actor_id
3/ يمكن أن يكون event_type مثل : mounted
removed - returned - damaged - recycled - destroyed Image
4/
عند استبدال الإطار في ورشة مثلاً يتم تسجيل حدث :
ا- mounted → removed -ا
بهذا نعرف متى بدأ استخدام الإطار ومتى انتهى.
Read 13 tweets
Mar 12
Why did the European Union give an NGO that funds Hamas terrorists and has strong ties to the Muslim Brotherhood €40 million?

A thread.

🧵 1/10 Image
It is no secret that Brussels loves funding so-called “humanitarian organisations.” Left-wing activists have leveraged this fact to help flood Europe with millions of illegal migrants.

But many are unaware that Islamists are using the same framework to promote their extreme ideology among Europe’s Muslim population while funding terrorists abroad.

🧵 2/10Image
This is demonstrated in the case of Islamic Relief Worldwide (IRW), a large UK-based humanitarian organization operating in more than 40 countries.

What makes IRW so significant is that it has built high-status partnerships with United Nations and European Union bodies that give it exceptional credibility.

🧵 3/10Image
Read 10 tweets
Mar 12
Ayer vi que un médico compartió por aquí una búsqueda en PubMed bastante desafortunada 🥴.

Y nada, solo usó mal la herramienta.

PubMed no es Google, y si no entiendes cómo está organizado, puedes perder artículos importantes o terminar leyendo artículos chafas.

Entonces… aquí 5 ideas básicas para mejorar mucho cualquier búsqueda. 🧵 🤓
1. Usa siempre la búsqueda avanzada

Esto te permite controlar mucho mejor lo que estás haciendo. Puedes combinar términos en distintos campos (título, abstract, autor, revista), revisar el historial l y construir la estrategia poco a poco.

Es importante porque la forma en que formulas la búsqueda cambia radicalmente los resultados. Si escribes todo en una sola línea, PubMed hace muchas interpretaciones automáticas que no siempre son las que tú quieres. La búsqueda avanzada te permite ser explícito.

Además, puedes ajustar términos.Image
2. Entiende qué son los MeSH

PubMed no solo funciona con palabras clave. De hecho, gran parte de su potencia está en los MeSH (Medical Subject Headings), que son términos estandarizados con los que se indexan los artículos. (Los términos médicos, vaya. Tú doctor, no dices desmayo, dices síncope).

Esto es porque PubMed intenta agrupar conceptos aunque las palabras cambien.

Ejemplo:
un paciente dice ardor comezón
un artículo puede usar itch
otro puede usar pruritus

Todos esos conceptos se indexan bajo el MeSH Pruritus.

Si buscas solo la palabra que se te ocurre, puedes perder artículos que usan otra terminología. En cambio, si identificas el MeSH correcto, accedes a todo el conjunto de literatura que trata ese concepto.

PubMed tiene un MeSH database donde puedes buscar el término correcto y ver cómo se organiza.Image
Read 8 tweets
Mar 12
In the state of Wyoming in the USA lies a real hydrological oddity. It's a small stream (creek) that is thought to be the only one of very few examples in the world. It is placed so precariously and perfectly that it's hard to believe it is able to exist.

1/n Source: https://ims.er.usgs.gov/gda_services/download?item_id=5616608
The stream in question is called North Two Ocean Creek, and for a short duration it runs right on top of the Continental divide for North America. What makes this creek so unusual is that as it spills out onto Two Ocean Pass it bifurcates.

"So what?", you might say.
2/n Source: https://www.geowyo.com/two-ocean-pass.html
On the left-hand side of this bifurcation it heads east as the 'Atlantic Creek', and west as the 'Pacific Creek'.

You can probably see now where this thread is heading.

3/n Source: https://www.geowyo.com/uploads/8/4/7/8/84786270/two_ocean_pass_-_geology_of_wyoming.pdf
Read 8 tweets
Mar 12
Claude pode transformar qualquer habilidade que você já possui em uma fonte de renda de 4.000€/mês.

Aqui estão 07 prompts para passar do zero a rendimentos recorrentes trabalhando apenas 15 horas por semana.

Salve este post 📌 antes que ele fique viral.
⚠️ POR QUE VOCÊ NÃO MONETIZA SUAS HABILIDADES

O problema:

→ Você tem habilidades, mas nenhuma ideia de como vendê-las
→ Você subestima o valor do que sabe fazer
→ Você não sabe encontrar clientes pagantes
→ Você trabalha muitas horas por pouco dinheiro

A realidade brutal:

→ 95% das pessoas têm habilidades monetizáveis
→ Mas apenas 5% as transformam em renda
→ Causa: falta de um sistema claro

A solução:
PROMPT 1 : Identificar Sua Habilidade Mais Lucrativa

Por quê: descobrir qual habilidade pode gerar 4.000€/mês mais rapidamente.

Prompt completo:

Age como um estrategista de negócios especialista em monetização de habilidades.

Analise meu perfil completo:

Experiência profissional:
→ Cargos ocupados: [lista]
→ Projetos realizados: [lista]
→ Anos de experiência por área: [detalhes]

Habilidades técnicas:
→ [Liste tudo: softwares, linguagens, ferramentas, métodos]

Habilidades transversais:
→ [Comunicação, gestão de projetos, análise, criatividade, etc.]

Conhecimento de setores:
→ [Indústrias/mercados que você conhece bem]

Paixões / interesses:
→ [O que você realmente gosta de fazer]

Restrições:
→ Tempo disponível: [X horas/semana]
→ Investimento inicial possível: [orçamento]

Preferência de trabalho:
→ remoto/presencial, sozinho/equipe

Missão: identificar minhas 3 habilidades MAIS monetizáveis

Para cada habilidade, analise:
1.Potencial de renda mensal
→ Faixa realista (baixo/médio/alto)
→ Preço atual de mercado
→ Teto de renda possível
2.Demanda de mercado
→ Volume de demanda
→ Tendência (crescimento/estável/declínio)
→ Concorrência
→ Nichos pouco explorados
3.Velocidade de início
→ Tempo para conseguir o primeiro cliente
→ Barreiras de entrada
→ Investimento inicial necessário
4.Adequação pessoal
→ Nível atual (/10)
→ Prazer em fazer (/10)
→ Escalabilidade (automatizar ou delegar)

Classificação final:

Competência #1 : [Nome]
→ Potencial de renda: [X-Y €/mês]
→ Demanda: [score]
→ Velocidade: [X dias para primeiro cliente]
→ Por que é #1
→ Primeiro passo imediato

(Repetir para #2 e #3)

Recomendação final:
→ Qual começar AGORA
→ Plano rápido de 7 dias para os primeiros rendimentos

Seja honesto sobre o potencial real.

Resultado:
→ Clareza total sobre a habilidade mais lucrativa
→ Validação pelo mercado
→ Direção clara para começar

Tempo economizado: 2-3 semanas de tentativa e erro
Read 9 tweets
Mar 12
SEARCHING FOR Hedera builders who can build hashgraph databases, or state application systems for these new programs I envision. 👇

Remember @leemonbaird taught us Hedera is plumbing. For my investments to increase I must build atop it.

I, John Saunders, thinks (read more) 👇 Image
____
Ad

Shillin, Books, Ansem, Izadi Go to learn how sports betting revenue from each state can be used to jump start an endless money printer with HBAR.



P.S. Share to all your crypto influencers. This is new replacement for $BTC/ Bitcoin global.
____hbarpaysforitall.com/sports-betting…
The best way to build atop the plumbing is to make our technology interoperable with irreplaceable services paid for by government.

Most now about government gridlock, so once we get a bill which utilizes Hedera we will be in the driving seat and on our way to #1 (read more) 👇 Image
Read 16 tweets
Mar 12
楽しみにしてたこの動画、バチクソに面白かった。
小泉悠の「この場って意見対立者が正面からバトる趣旨ですよね」っていう確認からスタートするのが激アツ。

/ウクライナ戦争4周年にあたって考えるー停戦交渉のゆくえー 小泉悠氏、伊東孝之氏、和田春樹氏
即時停戦論者の和田春樹、要するに
・核による世界大戦という最悪の事態を避けなきゃいけない
・どうせロシアを止める手立てが無い
・よって西側が即刻武器供与を辞めてウクライナの方を戦えないようにすべき
という論法というか理路で、
まあその理路そのものに矛盾は無いのだが、その理路の当然の帰結として「今いまウクライナが通常戦力で蹂躙されるのは見捨てる」という事になってしまうのはやっぱり流石に邪悪すぎないか?と思ってしまう訳で。
Read 6 tweets
Mar 12
خمس طرق طبيعية لعلاج ضعف الانتصاب نهائياً وإطالة مدة العلاقة الحميمة

1. أصلح نظام الدوبامين لديك (سر الانتصاب القوي والمستمر) Image
Image
يتحكم دماغك في قضيبك. إذا كان نظام الدوبامين لديك معطلاً، فستواجه صعوبة في الحصول على الانتصاب أو الحفاظ عليه.

أكبر مشكلة في العصر الحديث؟ الإباحية والإفراط في التحفيز.

في كل مرة تشاهد فيها مواد إباحية، فإنك تغمر دماغك بالدوبامين.
ً
تصبح مستقبلاتك مخدرة، لذا فإن الجنس الحقيقي لا يثيرك بنفس القدر.

في النهاية، أنت بحاجة إلى تحفيز شديد لمجرد أن تعمل.

لهذا السبب لا يستطيع بعض الرجال الانتصاب مع امرأة حقيقية. عقولهم مدمنة على التحفيز الاصطناعي.
Read 19 tweets
Mar 12
There is a profound lack of understanding about long Covid in primary care. While research for biomarkers and root cause treatments continue, we HAVE identified off label drug treatments that help with symptom management. Primary care needs to be aware of these treatments so they can recommend and prescribe them
1/
Research and treatment guides are not mutually exclusive. I’ve seen some grumbling that “we don’t need handbooks, we need biomarkers” Respectfully, we need BOTH. People are floundering with their symptoms. LC is a heterogeneous condition and what works for one person doesn’t work for another person
2/
Guides about Long Covid offer a framework to help people understand their unique LC profile and identify which treatments may have the best chance of ruling their symptoms. They also offer options so people can cycle through treatments to see what works best for them
3/
Read 18 tweets
Mar 12
🧵7 explicações de Eduardo Domínguez para se prestar bastante atenção da coletiva de Galo x Inter:

1) Importância do resultado, mesmo tendo menos finalizações e posse de bola

“Sabíamos da importância da partida, que o único resultado (pretendido) era ganhar. Sabemos que temos que melhorar muito. Outra vez com o arco a zero (sem sofrer gols), que custou muito no ano. Sabemos que temos que melhorar defensivamente, melhorar, sobretudo, com a bola e muitas questões de posicionamento. E me parece que o resultado nos dá confiança. Muitas vezes, falo do copo meio vazio e meio cheio. O que olhamos? Há que se olhar os dois, mas temos que nos agarrar a um dos dois, e hoje nos agarramos ao resultado”.

📸Pedro Souza/AtléticoImage
2) Entrega do time e mudanças na escalação

“Foi a parte mais importante do time. Mostramos outra cara - mesmo os jogadores que entraram, como Dudu, Minda, Preciado - jogadores muito ofensivos e que trabalharam forte defensivamente. Então, me parece que essa entrega está começando a mudar. Falamos um pouco com os jogadores que teremos que começar a ter novos hábitos no dia a dia. Nova forma de treinar, de um treinador novo recém-chegado, que quer implementar - não impor - suas ações ao que eles são […] Nós temos que ter como objetivo o torneio local (Brasileirão). Não pode acontecer o que aconteceu nesses últimos dois anos”.
3) Cassierra, Minda e Pérez

“Com Cassierra, buscamos mais profundidade, para Hulk ter mais espaço. Teve duas chances e não converteu, na pequena área. Precisamos mais de seu convencimento, de sua agressividade nessas ações. Creio que podia ter feito melhor. Não fez mal, poderia ter feito melhor. Minda e Tomás tiveram sua oportunidade. Têm que dar mais, crescer, têm que ter mais agressividade nos seus jogos. O futebol local requer assim. É um bom ponto de partida para que eles entendam o que buscamos, como queremos buscar, pois, são duas projeções que o clube claramente precisa”.
Read 7 tweets
Mar 12
This is a Part 2 tweet thread of various tweets from Beyond Trans 2026 conference in Washington DC on #detransawarnessday. The world's largest ever gathering of detransitioners. All with v interesting stories to tell.
Part 1 is here:

There is a tech reboot going on which is something of a blessed relief as people have had a slightly longer break.
Vernadette Broyles is now speaking. She is a family law litigator, represents the best interests of children in court, and is an advocate for student privacy, parental rights and Title IX protections in public schools. Image
Read 65 tweets
Mar 12
Colombia necesita muchos más @MauriceArmitage .

Hoy escribo desde el corazón, como hija. Toda mi vida he visto a mi papá luchar por este país. Lo he visto incomodarse cuando lo fácil era quedarse tranquilo, levantar la voz cuando otros preferían el silencio... (1/5) Image
y lo he visto trabajar, muchas veces sin descanso, para que las personas que más lo necesitan tengan más oportunidades. Él me regaló su convicción de que este puede ser un país donde la cancha esté nivelada, donde el lugar en el que uno nace no determine hasta dónde llegar. (2/5)
Hoy siento un orgullo profundo y un privilegio de vida no solo por tenerlo como papá, sino por haber crecido viendo su ejemplo en la vida pública. Su manera de servir, de escuchar, de tender la mano y de trabajar por los demás sin cálculos. (3/5)
Read 5 tweets
Mar 12
La mayoría de la gente todavía usa la IA así:

Abre ChatGPT → escribe un mensaje → edita → envía.

¿Pero qué pasaría si el teclado no formara parte del flujo de trabajo?

Existe una herramienta que explora una forma de usar la IA priorizando la voz. ↓ Image
Conoce a @typelessdotcom

Convierte los comandos hablados en acciones reales en tu computadora.

No solo escritura por voz.

Puedes controlar aplicaciones y activar indicaciones de IA con solo hablar. Image
En lugar de escribir:

"Resumen las noticias de IA de hoy".

Puedes simplemente decirlo.

Typeless puede:

- Abrir ChatGPT
- Insertar el mensaje
- Ejecutarlo al instante

Tu voz se convierte en la línea de comandos.
Read 6 tweets
Mar 12
March 12, 1926: The Savoy Ballroom opens on Lenox Ave. in Manhattan, “dedicated exclusively to Colored People.” The nightspot that Langston Hughes will come to call the “Heartbeat of Harlem” is luxurious and spacious, a step up from so many smoky, cramped dance halls. 1/6 Savoy dancers, 1930s
New York Age
In 1941
Owned by two white men but managed by a Black man, Charles Buchanan, the Savoy is one of the first racially integrated entertainment venues in New York. Admission is 50¢ weekdays, 75¢ weekends. The decor is pink, the chandelier is enormous and the dance floor is a block long. 2/6 The marquee
Original floor plan
Bennie Carter’s orchestra was one of the first house bands
The Savoy owes its reputation as an innovator of dance to bouncer Herbert “Whitey” White, who forms a troupe in the 1930s called the Lindy Hoppers. They popularize the Lindy Hop, named for Charles Lindbergh, with moves that grow increasingly acrobatic and gravity-defying. 3/6 White
The Lindy Hop
Read 6 tweets
Mar 12
La mayoría de la gente todavía usa la IA así:

Abre ChatGPT → escribe un mensaje → edita → envía.

¿Pero qué pasaría si el teclado no formara parte del flujo de trabajo?

Existe una herramienta que explora una forma de usar la IA priorizando la voz. ↓ Image
Conoce a @typelessdotcom

Convierte los comandos hablados en acciones reales en tu computadora.

No solo escritura por voz.

Puedes controlar aplicaciones y activar indicaciones de IA con solo hablar. Image
En lugar de escribir:

"Resumen las noticias de IA de hoy".

Puedes simplemente decirlo.

Typeless puede:

- Abrir ChatGPT
- Insertar el mensaje
- Ejecutarlo al instante

Tu voz se convierte en la línea de comandos.
Read 6 tweets
Mar 12
Aprender a estar solo es una de las tareas psicológicas más incómodas que existen. Y no porque la soledad sea necesariamente mala, sino porque muchas personas la confunden con abandono.

No es lo mismo.
Estar solo significa que, en este momento, no hay nadie ocupando ese espacio en tu vida.

Sentirse abandonado significa algo mucho más profundo: la sensación de que nadie te elegiría.

Ahí está la diferencia.

Cuando alguien siente abandono, el silencio pesa más.
Los fines de semana parecen más largos. Ver parejas en la calle o fotos en redes sociales puede activar ese pensamiento incómodo: “A todo el mundo le pasa menos a mí”.

Pero en muchos casos lo que duele no es la soledad en sí.
Read 9 tweets
Mar 12
CANCELLED NETFLIX. CANCELLED AMAZON PRIME. CANCELLED HULU.

No more monthly subscription fees.

ChatGPT turned my computer into a free streaming hub.

Here are 7 prompts to set up the system:
1. Discover Free Streaming Options

"Identify legitimate free websites offering premium movies and TV shows without paid subscriptions."
2. Generate Weekly Watchlists

"Act as a Netflix-style recommendation engine. Generate a weekly watchlist using only free streaming services."
Read 9 tweets
Mar 12
Hay personas que te dejan agotado… sin hacer absolutamente nada.

No te insultan.
No te piden nada.
No discuten

Pero sales de su lado como tras hacer una maratón

Durante años pensé que era cosa mía

Hasta que descubrí que la fisiología tiene una explicación muy incómoda

🧵👇
No es imaginación.

Tu cuerpo copia el estado del cuerpo de quien tienes delante.

Si la otra persona está tensa… tú también.
Si está en calma… tú también.

Sin darte cuenta.
Sin decidirlo.

Es automático.
Los investigadores del HeartMath Institute lo midieron.

Dos personas en la misma habitación sincronizan sus ritmos cardíacos.

Sin tocarse. Sin hablar.

Solo por proximidad.

Y el sistema nervioso que marca el ritmo no es el más fuerte.

Es el más coherente.
Read 10 tweets
Mar 12
I spent 10 years obsessing over the science of getting lean so you don't have to.

Most people spend a decade spinning their wheels in the gym, seeing no progress.

Here is the exact "Muscle Gain + Fat Loss" protocol I’ve perfected—condensed into a 3-minute read: Image
// MORNING //

Start with 30g of protein.

The secret isn't just "protein".

It's Leucine.

Leucine is the amino acid that flips the switch for Muscle Protein Synthesis (MPS).

You need ~3g of it in one sitting to see results.
What does 30g of high-leucine protein look like?

• 5 Large eggs
• 120g Chicken breast
• 1 cup Greek yogurt + 28g almonds
• 1 large cup Cottage cheese

If you aren't hitting this threshold, you aren't maximizing growth.
Read 16 tweets
Mar 12
"Se non ti metti in radio sei
fottuto". L'Intelligence militare
🇺🇦 ucraina ha intercettato una
chiamata di soldati 🇷🇺russi,
che ignorano gli ordini di assalto
mortale, mentre il loro comandante
li minaccia. 1/8 Image
Secondo l'intelligence ucraina, la registrazione indica che i soldati russi cercano sempre più di sottrarsi agli ordini che li porterebbero probabilmente a una morte quasi certa. Il comandante minaccia anche le sue truppe di ritorsioni per le loro azioni, dicendo loro: "Idioti, se non vi fate sentire subito alla radio, se non vi fate sentire alla radio, siete fottuti, stronzi, capito?"
Nella registrazione, pubblicata dall'HUR su Telegram, il comandante accusa con rabbia i suoi subordinati di ignorare gli ordini e di aver intenzionalmente perso i contatti, gridando in russo: "Se non vi mettete in contatto con la radio adesso, siete fottuti, stronzi, capito?" "Se non vi mettete in contatto con la radio adesso, siete fottuti, stronzi, capito?" "Te l'hanno insegnato lì, cazzo, o che cazzo, o ti hanno morso qualcosa lì a Pyatykhatky o cosa, stronza, non ho capito un cazzo di niente, stronza", continua l'oratore. La stessa voce continua con uno sfogo emotivo, dicendo: "Puttana, che razza di m***a di Pyatykhatky è questa che ho incontrato qui, fottuto inferno", apparentemente riferendosi a Pyatykhatky, un villaggio in prima linea nella regione di Zaporizhia, nel sud dell'Ucraina, che è stato devastato dall'invasione su vasta scala della Russia.
Read 8 tweets
Mar 12
The natural molecule that controls your blood pressure:

Nitric Oxide.

While Big Pharma focuses on meds that don't work 71% of the time...

Nitric Oxide naturally relaxes and widens your blood vessels.

Here are 8 tips to boost it naturally (bookmark this): 🧵 Image
1. Eat nitrate-rich foods.

Your body converts dietary nitrates into Nitric Oxide through a simple pathway:

Nitrates → Nitrites → Nitric Oxide.

The best sources are:

- Beets
- Lettuce
- Arugula
- Spinach

Eat at least one serving every single day.
2. Breathe through your nose.

Your paranasal sinuses produce Nitric Oxide.

When you inhale through your nose, it's carried into your lungs with the air.

Nasal breathing boosts Nitric Oxide production by up to 20%.

Tape your mouth while you sleep to ensure it.
Read 13 tweets
Mar 12
There's no way Hollywood won't be affected by this.

7M views in 24 hours on my ES account 🤯

The most complex AI short I've ever made: a test of how advanced generative video really is. Here's exactly what I used 👇
If you made it to the credits, it says it pretty clearly:

• Yes, Seedance 2.0 all the way. I made pretty much 99% of the scenes with Seedance. It's by far the best generative video model out there right now... although I still haven't tried the new Grok one :) The "omni reference" model it's f*cking amazing and works PERFECTLY with reference images from nano banana.

• Freepik: Nano Banana Pro and Nano Banana 2 a lot through Freepik. For all the references used inside Seedance.

• Freepik: ElevenLabs for the voices, also through Freepik. I tested it on their site too, but the 'professional voice' failed for me, so in the end I had to use only 'fast voices'. That's easily the weakest part of the video. Honestly, I think video models will solve this themselves, because a huge part of a believable voice is the acting.

• And Magnific too, of course. I experimented with things like running single frames through Magnific and then feeding them into Seedance as references to improve output quality. I also upscaled some sequences and blended them back with the original video at around 60% to preserve more of the textures.

Any questions, feel free to ask!Image
A big part of why it went so insanely viral in Spain and Latin America (7M in 24 hours) is that it's a huge tribute to Spanish speaking viewers' favorite YouTubers. Image
Read 6 tweets
Mar 12
@LCI 5.6 milliards de US$ en munitions, 11-19 milliards au total de "perdus" : on voit les médias alliés d'un "Parti" !
Si c'était Biden qui avait lancé l'opé (envisagé par Biden/Blinken) le NYT ne dirait pas : "perdus".
1/n
@LCI Mais ça ne change pas grand chose sur le fond, car équipements, armes, munitions (et personnels militaires) sont Américains. 90% de cet argent est donc ré-injecté dans l'économie Américaine !
2/n
@LCI Dommage que vous omettiez cela, car cela pourrait avoir le même effet que son prétendu "Mur" (alors que construit par Obama/Biden dès 2007) pour les "Midterms" de 2018.
3/n
Read 7 tweets
Mar 12
Met de kennis van nu weet iedereen wat er tóén nodig was. Maar vaak hadden we die kennis toen ook al. Zo heeft Nederland zijn energievoorziening jarenlang veronachtzaamd. De vraag is of het nieuwe kabinet wél kiest voor gezond verstand boven ideologie. Een (lang) draadje...🧵1/25 Image
“Het was een strategische fout om kernenergie de rug toe te keren”, zei Ursula von der Leyen deze week. De voorzitter van de Europese Commissie noemde kernenergie tijdens de Nuclear Energy Summit 2026 “een betrouwbare en betaalbare bron met een lage uitstoot” 2/25
Toch zag de vorige Commissie, ook onder leiding van von der Leyen, er geen rol voor weggelegd. Green Deal-commissaris Frans Timmermans vond kernenergie niet nodig, niet haalbaar en niet betaalbaar. Zon en wind zouden de klus wel klaren. 3/25
Read 25 tweets
Mar 12
Tap this post to scroll through some of the most impossible sculptures of all time 🧵

1. The veil that got an artist accused of alchemy
Giuseppe Sanmartino carved the Veiled Christ from a single block of white marble in 1753 for the Cappella Sansevero in Naples.

Contemporaries accused him of alchemy for its breathtaking realism, and Canova himself declared he would give ten years of his life to have created it. Image
2. Marble sits at 3-4 on the Mohs scale of hardness. Steel sits at 4 to 4.5.

Khafre Enthroned is made of anorthosite gneiss, which registers at 6 to 7. It was carved over four millennia ago by ancient Egyptians who, according to archaeologists, had not yet developed iron tools. Image
Read 7 tweets
Mar 12
Satellite imagery shows something curious: While the United States and Israel dropped over 7,000 bombs on Iran over the past week, not a single munition struck the underground complex of Iran’s nuclear site in Isfahan.

Why?
1/9🧵
Last June, Iran’s nuclear sites in Natanz and Fordow were attacked with massive GBU-57 bombs. The Isfahan site was attacked with Tomahawk missiles. While Iran’s nuclear infrastructure was destroyed, its stockpile of enriched uranium survived.
2/9
Iran could be storing its stockpile of 60% enriched uranium in Isfahan, enough for potentially 10 nuclear weapons. It took Iran over a decade to enrich this uranium. If the U.S. bombs Isfahan, it may end up merely burying the enriched uranium. Iran could recover it later.
3/9
Read 9 tweets
Mar 12
1. CONSUMERS paid most of Trump's tariffs, which the Supreme Court ruled were illegal.

But CORPORATIONS will receive the refunds.

Will they pass that cash back to consumers? Or pocket the money?

We asked them.

🧵
2. Popular.info contacted 18 companies that: 1. Admitted they raised consumer prices due to tariffs, and 2. Sued for tariff refunds.

We asked whether they would compensate customers via refunds or discounts.

popular.info/p/consumers-pa…
3. These are the companies we contacted:

Abercrombie & Fitch
Columbia Sportswear
GoPro
Uniqlo
Steve Madden
Crocs
EssilorLuxottica (Ray-Ban)
Lululemon
Deckers (UGG, Hoka)
Dollar General
Trek
Yeti
Helly Hansen
Brooks Running
Allbirds
Dyson
Puma
Nintendo
Read 5 tweets
Mar 12
Over 50% of people who live to 85 have Alzheimer's pathology in their brains.

Many never develop symptoms.

A neuropathologist studying hundreds of brains at Boston University wanted to know why.

What she found changes how we think about brain health: Image
First: Dementia ≠ Alzheimer's.

Dementia is a general term for loss of cognitive abilities.

Alzheimer's is the most common cause.

Other causes include:
• Parkinson's disease dementia
• Lewy body disease
• Frontotemporal degeneration
• CTE
If scientists examined the brains of people who lived to 85:

About half would show Alzheimer's pathology.

But many of them never had symptoms during life.

Why?

Because of something called cognitive reserve.
Read 16 tweets
Mar 12
[Bilgisel] Bir Azınlık Bulunduğu Toplumda Kimliğini Nasıl Kaybeder?

Tarihten Bir Örnek: Almanların Brezilya’da Yaşadığı Kimlik Kaybı

Gelin, tarihe birlikte göz atalım: Almanların Brezilya’da bir azınlık olarak öz kimliklerini nasıl kaybettiklerini kısaca inceleyelim. Image
Önce Sultan II. Abdülhamid Han’ın şu sözünü hatırlatalım: "Tarih değil, hatalar tekerrür ediyor."

Tarihi doğru okursak, aynı hatalara düşmemek için tarihten birçok ders çıkarabiliriz. Image
Türk toplumu olarak Avrupa’da 60 yılı aşkın bir geçmişe sahibiz. Peki, 60 yıl sonra da Avrupa’da hâlâ bir Türk toplumundan söz edebilecek miyiz, yoksa azınlık olarak Batı toplumları içinde eriyip gidecek miyiz?
Read 34 tweets
Mar 12
@canardenchaine "Musk ne la connaît pas, il n'a pas appuyé sur un bouton secret pour Sarah Knafo !" C’est vrai. Mais la manipulation est bien plus insidieuse. Perso, j'accuse X d'avoir construit une machine où le succès n'est plus une question d'idées mais de réglages d'usine.
@canardenchaine Sur X, le terrain est penché par défaut. Dès l'ouverture d'un compte, l'utilisateur subit 30,1% d'influenceurs de droite contre 12,9% à gauche (FAccT 2025). C'est un biais structurel énorme : la plateforme choisit vos fréquentations politiques avant vous.
@canardenchaine À ce premier favoritisme s'ajoute un bonus de visibilité continu pour les contenus "conservateurs" (+19,9%) (Nature 2026). Le système avantage structurellement la droite, et en particulier un style politique plus conflictuel et activiste que l'information institutionnelle.
Read 19 tweets
Mar 12
🚨 BREAKING:

Claude can now explain any complex topic like a university professor (for free).

10 Claude prompts to learn anything 10× faster:
(bookmark it) Image
1. Professor-Style Explanation Prompt

Use this to deeply understand any complex topic.

Prompt:

Act as a university professor in [Subject].
Explain [Topic] to me from beginner → advanced level.
Use:

- Simple analogies
- Real-world examples
- Step-by-step logic

End with a short summary and key takeaways.
2. “Explain Like a Curriculum” Prompt

Breaks a topic into structured lessons.

Prompt:

Design a mini curriculum to master [Topic].
Divide it into logical modules from fundamentals to advanced concepts.
For each module include:

- What I must understand
- Why it matters
- A simple explanation
Read 12 tweets
Mar 12
A $2 trillion financial market is suddenly showing signs of stress

The largest private credit firms are now down by more than 30%

What happens next is going to catch a lot of investors off-guard

A thread 🧵 Image
2/ This is what it looks like when a $2 trillion industry collapses in real time.

Together these companies make up 2/3rd of the entire private credit market.

All of them are down more than 30% from their highs.

Blue Owl Capital has permanently halted redemptions on its private credit fund.Image
3/ Many economists are already comparing this to the lead up to the great financial crisis.

Private credit firms face similar risks as commercial banks.

Investors provide capital to these firms and they loan out this capital with leverage.

Meaning they extend far more in loans than the actual cash investors contributed.Image
Read 24 tweets
Mar 12
12 Soft skills that pay
you forever

- Thread 🧵- Image
1. Communication Image
2. Confidence Image
Read 15 tweets
Mar 12
1).
„ @POTUS @realDonaldTrump may have hoped the elimination of the Islamic Republic’s longtime supreme leader, Ayatollah Ali Khamenei,
2).
would produce an Iranian Delcy Rodríguez—a pragmatic insider who would capitulate to American pressure—but it has instead spawned a budding Iranian Kim Jong Un.
3).
Mojtaba Khamenei, 56, will succeed his father, making the Islamic Republic a hereditary dictatorship poised to double down on ideology and repression.

[...]
Read 12 tweets
Mar 12
🚨 𝗕𝗥𝗘𝗔𝗞𝗜𝗡𝗚: Google Gemini can now build you a full AI video channel from scratch like a $10K creator consultant (for free).

Here are 7 prompts that take you from zero to a monetized AI video channel in 90 days: (Save for later)👇
1. The Niche & Visual Style Finder

You are an AI video strategist who has launched 50+ faceless YouTube channels. Rank the top 10 faceless AI video niches by CPM, audience size, and ease of production. For each, recommend the best AI visual style. Then identify 3 competitor channels per niche with their stats and gaps I could own. End with a one-sentence positioning statement for my top pick.

My interests: [YOUR TOPICS]
2. The AI Visual Style Blueprint

You are an AI art director for faceless YouTube channels. Create a detailed JSON-formatted visual style guide I can paste into any AI image tool to get consistent results. Include: art style, color palette, character design rules, line weight, shading, and atmosphere. Then write 10 reusable scene prompts and a thumbnail style guide.

My niche: [TOPIC]
Read 9 tweets
Mar 12
🇮🇷 NEW: Iran’s Supreme Leader, and Leader of the Islamic Revolution:

🔹I, your servant, Seyyed Mojtaba Hosseini Khamenei, learned of the result of the vote by the honorable Assembly of Experts at the same time as you, through the broadcasting of the Islamic Republic.

For me, to sit in the place where two great leaders—Imam Khomeini the Great and the martyred Khamenei—once sat is a difficult task. This seat carries the legacy of someone who, after more than 60 years of striving in the path of God and renouncing all kinds of pleasures and comforts, became a radiant figure and a distinguished leader not only in the present era but throughout the history of the rulers of this country. Both his life and the manner of his death were intertwined with a grandeur and dignity born from reliance on the Truth.

🔹 I had the honor of seeing his body after his martyrdom. What I saw was a mountain of steadfastness, and I heard that his uninjured hand remained clenched in a fist. Those who are knowledgeable about the many dimensions of his character will need much time to speak about them.

Here I will suffice with this brief account and leave the details for more suitable occasions. This is the reason it is so difficult to assume the position of leadership after such a person. Bridging that gap will only be possible with the help of God and the support of you, the people.Image
🔹 “Unity among the individuals and groups of the nation, which usually becomes particularly evident in times of hardship, must not be compromised. This will be achieved by overlooking points of disagreement.”
🔹 “An effective presence on the scene must be maintained; whether in the way you demonstrated during these days and nights of war, or through various forms of meaningful participation in social, political, educational, cultural, and even security arenas. What matters is that the correct role is properly understood and carried out as much as possible, without harming social unity.”
Read 17 tweets
Mar 12
6 signs your body desperately needs to reset from chronic stress (& you don't realize it):

1. Jaw clenching.
Put your hand on your jaw right now.

Feel that tension? You've been clenched this whole time—haven't you?

Chronic stress keeps your jaw locked tight, even while you sleep.

But here's what most people don't realize about sign #2... Image
2. Stubborn belly fat.

You eat clean. You work out. The scale won't budge.

Chronic stress floods your body with cortisol—slowing your metabolism to survival mode.

Your body holds onto every pound around your middle.

And when that happens, sign #3 becomes inevitable...
Read 14 tweets
Mar 12
En 2007, un enfermero de cuidados intensivos, Chaz Higgs es condenado por asesinato de primer grado en la muerte de su mujer; Kathy Augustine tras recibir una inyección de un compuesto que se usa en anestesia.

Hoy, en hilos que esconde el algoritmo…

SUCCINILCOLINA Image
Su rápida metabolización y su naturaleza casi indetectable, convirtió a la succinilcolina en un arma homicida ideal. Se han producido varios casos de asesinato provocados por el uso de succinilcolina.
Kathy era una estrella del partido republicano en ascenso en Nevada, pero con mal ojo para elegir maridos. Charles Augustine, tercer marido sufrió un derrame cerebral y tuvo que ser atendido por el enfermero Chaz Higgs. Image
Read 20 tweets
Mar 12
J’avais partagé ici il y a quelques mois une analyse des limitations des versions gratuites de ChatGPT, Gemini, Claude. Je refais le point pour déterminer si on assiste à une dégradations des offres ces derniers mois et si oui de quelle nature? Voici le bilan.
Spoiler : les trajectoires sont très différentes.🧵
ChatGPT Free — ce que vous avez vraiment
• Modèle : GPT-5 (limité) → bascule sur GPT-5 mini au-delà du quota
• Volume : ~10 messages / 5h avec le modèle principal
• Contexte : 16 000 tokens (vs 128K pour les payants)
• Génération image : 2-3 / jour via DALL-E
• Recherche web : ✅ incluse
• Mémoire cross-session : ✅ incluse
• Upload fichiers : 3 / jour
ChatGPT Free — dégradation ou non ?
Verdict : stable, avec un enrichissement qualitatif
En 2023, le free était limité à GPT-3.5. Aujourd’hui : GPT-5.
La puissance monte, le volume reste serré.
Seul recul notable : GPT-4o retiré du free en août 2025 → mis derrière le paywall.
Mouvement assumé : augmenter la valeur perçue de Plus par soustraction.
Pour l’usage occasionnel, c’est toujours l’offre gratuite la plus complète du marché
Read 13 tweets
Mar 12
You checked your GST portal, claimed your Input Tax Credit (ITC), and used it to pay your taxes. You think you're clear.

But there is a "hidden" timer on that credit.

If you don't pay your supplier within 180 days, the government wants that ITC back. 🧵
It’s called Rule 37. The logic is simple: No Payment = No Credit.

If 180 days pass from the invoice date and your supplier is still unpaid, you are legally required to reverse that ITC in your GSTR-3B.
The "Partial Payment" Trap:

Most people think if they’ve paid something, they are safe. Actually, the reversal is proportionate.

If 20% of the invoice is still sitting in your "Sundry Creditors," you must reverse 20% of the GST credit.
Read 7 tweets
Mar 12
I am spending #detransawarenessday at the Life Beyond Transition conference in Washington DC organised by @genspect at this hotel. Tweets of interest may follow. Image
This is the view if you turn right out of the hotel. It was around 29˚C yesterday with a warm wind blowing us around. Today it is closer to 4˚C with a freezing wind. I asked the bloke on security if this was normal. He nodded and said "it's horrible". Image
First panel is Evelyn Ball, Stella O'Malley, Dr Stephen Levine and Dr Bret Alderman. Levine has taken us back to his work with a transsexual patient in the early 1970s. Image
Read 72 tweets
Mar 12
ÚLTIMA HORA: Claude puede convertir cualquier habilidad que ya tengas en un flujo de ingresos de 4.000 dólares al mes.

Aquí hay 8 indicaciones para pasar de cero a efectivo constante trabajando solo 15 horas a la semana:

Guárdalo antes de que se vuelva viral.
1/ Identifique su habilidad más rentable

Pegar a Claude: "Actuar como estratega de negocios. Analizar mis antecedentes, experiencia y habilidades: [describir]. Identifique las 3 habilidades más monetizables que ya tengo y clasifíquelas según el potencial de ingresos, la demanda del mercado y la rapidez con la que puedo comenzar a ganar con cada una".
2/ Empaqueta tu habilidad en una oferta

Pegar a Claude: "Ayúdame a convertir mi habilidad en [habilidad] en una oferta de servicio clara y vendible. Define el resultado específico que ofrezco, quién lo necesita más, cuánto cobrar y escribe un discurso de un párrafo que pueda usar para atraer a mi primer cliente que paga hoy".
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Mar 12
My parents are 85 and 87 years old.

Yet they're on zero medications, living independently in their 4-story home and even learning new skills like AI.

Here's how (the 7 things they do to stay healthy, sharp and thriving into their late 80s):
1) Consistent strength training

They've worked with a personal trainer 2x/week since 2002.

One-hour sessions focused on weightlifting and cardio.

At 87, my dad is still lifting weights.

It’s important here to find a trainer who specializes with older adults.
2) Real food only

They cook from scratch and avoid processed foods.

Focus on fresh vegetables (never frozen or canned) and high-quality protein.

They've eaten this way for decades.
Read 11 tweets