Ahmad Altaf

Doctor 🩺 | CPMC | Pakistani | Paigah | #Skyisthelimit |

[Imran Khan @ImranKhanPTI]

“Before investigating any matter, the FIA should apologize to me for fabricating a baseless case against me like the cipher case.

After the cipher, as Prime Minister, I conveyed a demarche to the Americans to protect Pakistan's sovereignty and to make my nation proud, and I presented the facts to my people.

My message to my nation was clear: we are a sovereign and dignified nation that will never accept interference in our internal affairs.

The cipher was actually sent to General Bajwa to topple my elected democratic government.

General Bajwa colluded with thieves for an extension of his tenure and imposed them on the nation.

I take responsibility for the posts made on my X (Twitter) account, but being in jail, I could not watch the video before it was uploaded.

Today, I was shown the video which contains the content of the Hamoodur Rahman Commission Report.

Had I seen the video before uploading, I would have made a few minor changes to make the message more effective.

The Hamoodur Rahman Commission Report covers the causes, reasons, and characters involved in a tragic event in our national history.

The two main objectives of the Hamoodur Rahman Commission Report were to identify those responsible for the tragedy and to point out mistakes.

I referred to the Hamoodur Rahman Commission Report so that we could learn from past mistakes.

In the context of the Hamoodur Rahman Commission Report, the criticism of General Yahya Khan is based on his political decision-making.

General Yaqub and Admiral Ahsan, stationed in East Pakistan, advised Yahya Khan against military action in East Pakistan, for which they had to resign.

The constitution binds the military to stay completely out of politics so they can perform their professional duties without facing criticism.

The Hamoodur Rahman Commission Report clearly states that General Yahya Khan was fully engaged in political decision-making.

Political decisions are criticized worldwide, and democracy fully protects such criticism.

A military head is not elected or appointed through a referendum, so it is in the military's best interest, as mandated by the constitution, to keep itself and its leadership away from politics and political decisions.

When a military head gets involved in politics or makes political decisions, he steps out of his position and into the political arena.

Yahya Khan's decision of not transferring power to a government with a decisive majority and public mandate, and letting the country face a tragic incident, were his decisions.

The situation rapidly deteriorated into internal chaos and division because the public mandate was not respected, resulting in the country's split.

Pakistan and its military paid a heavy price for Yahya Khan's involvement and interest in political decision-making.

After making political decisions and getting deeply involved in politics, it was impossible for General Yahya Khan to hide behind the military, so both the Hamoodur Rahman Commission and history have critically evaluated his role.

The extraordinary similarity between the events of the 1970s and today's situation is a cause for concern for every sensible Pakistani.

In the 1970s, the country was divided; today, our economy is in ruins with minimal chances of improvement,

The attempt to revive the economy through the SIFC has failed miserably.

Crushing the country's largest and most publicly mandated party through lawlessness will not improve the economy.

The FIA should investigate who abducted Azhar Mashwani's brothers and for what crime.

Social media workers are our heroes and assets of the nation, and the harassment of them and their families should stop.

The chances of economic improvement will only arise when the public mandate is respected, and decision-making is entrusted to democratically elected representatives with the public mandate”- Imran Khan.

[Sheikh Hopeful @high_hopeful]

Walked into the SC after May 9 with unmatched AURA

[Ali Amin Khan Gandapur @AliAminKhanPTI]

Silence can't erase the injustices. We need truth & reconciliation #ReleaseImranKhan

[Wajahat Sami @Wajahat_PTI_]

علی امین گنڈاپور نو مئی کے مبینہ فالس فلیگ آپریشن اور سہولت کاروں کو بے نقاب کر دیا:
خدیجہ شاہ گاڑی چلا رہی تھیں، جبکہ عندلیب عباس چھت پر کھڑے ہو کر نعرے لگا رہی تھیں، مگر عندلیب عباس جیل تک نہیں گئیں۔
اسی طرح مراد راس نے پریس کانفرنس کر دی اور آج آرام سے بیٹھا ہے۔
قوم بیوقوف نہیں، عوام سب دیکھ رہے ہیں۔

[Dr. Arif Alvi @ArifAlvi]

My leader @ImranKhanPTI sits in jail with his health in jeopardy. His imprisonment weighs on us every day. But I know him well enough to say this: He would want Pakistan's young people to keep building, to take on the world. Especially in AI. Especially now, without losing sight of the political struggle, which we will not abandon.
This thread is for them 🧵
—
Forced to stay away from my country gave me two benefits: More time and more passion. I chose not to waste either. This is a personal account:

It started with my need to transcribe my long speeches, some over thirty minutes, in mixed English and Urdu on YouTube (which gave a Hindi/Sanskrit transcript). The platforms available would do a bad job with the mix. So, I asked my coaches — ChatGPT, Claude & Gemini and I concluded to do it myself, locally, with Whisper’s large, medium & small models and other AI tools. This was completed in Dec ‘25

For the sake of open source and transparency, I am publishing it on GitHub.
https://t.co/yR9X32e819

In January ’26, I began building the Dr Arif Alvi AI Archive. An attempt to bring together everything I had said, written, read, and recorded across decades, and make it searchable, synthesizable, MINE.
I built it alone. No team. No budget. Just time, curiosity, and persistence.
It runs entirely on my enhanced laptop. My data never leaves it.

My AI agents ingest my writings/articles; thousands of books read and summarised; millions of words of archival material; my thousands of speeches on YouTube press conferences; thousands of talk show appearances since 2000 and clips on YouTube. All scraped from the net via APIs— indexed, and alive inside my local RAG (Retrieval Augmented Generation) system that answers back.

My 50,000+ tweets are searchable faster than X's own tools. Not just by keyword but semantically.
None of it leaves my computer or enters the public domain, remains private.
—
The local LLMs answer questions, draft research briefs, synthesize across all data. When I need to reach beyond my own archive, they augment from public LLMs — ChatGPT, Claude, DeepSeek, others.
I use the archive every day, updating it regularly. It has changed how I think and work.
—
Following are the layers of the stack — what I built is one-of-one. But what I built it from is available to every-one:

▶️ Ollama / Llama / Phi / Qwen — local LLMs running entirely on-device
▶️ Whisper — bilingual English-Urdu speech transcription
▶️ ChromaDB — vector memory across 70,000+ chunks
▶️ Sentence Transformers — semantic search across tweets, speeches, and archives
▶️ Streamlit — dashboard with dual modes: semantic search and AI research
▶️ Six LLM interfaces (ChatGPT, Claude, DeepSeek, Gemini, Perplexity, Copilot) for python scripts and for augmentation of local output
▶️ OpenClaw and GitHub — for code management
▶️VS Code — for scripts and code writing
None of them are mine. The COMPOSITION is mine.
—
I should tell you what it took to get here.

I started learning Python basics from online courses. I am not a programmer, but I reviewed and iterated over a million lines of scripts —learning, correcting, improving, understanding—just enough to keep going.

I had launched Pakistan's Presidential Initiative on Artificial Intelligence in 2019. I thought I understood AI but I took advanced courses anyway. There is always more to learn, and humility about ignorance is not a weakness. It is the only honest starting point.
—
There are tens of thousands of students, researchers, operators, lawyers, and doctors across Pakistan and the world, quietly trying to dabble in AI right now.

To them I would say: software writing is mostly done by machines today. You do not need to become a programmer. You need to understand enough to read, direct, correct and employ tools — like a symphony conductor, with an AI baton.

More than anything, pick a project. Something real, something yours.🔑 Scripts fill the architecture. Concrete fills the blueprint.

GET TO WORK

And do not move slowly. AI tools and agentic systems are changing every single day. What was remarkable yesterday is ordinary today. Sometimes the gap is hours, not months.
The people who stay ahead are not waiting to fully understand it before they begin.
THEY ARE ALREADY BUILDING.
—
Pakistan cannot afford to fall behind in this.
Not out of nostalgia for what Pakistan was, but out of economic and strategic urgency for what it must become — because our talented, hungry people can build anything when given the tools and the leadership.
This is for them.
START

[Ahmad Altaf @MAhmadAltaf]

@NHMPofficial M4 ??

[Ahmad Altaf @MAhmadAltaf]

@fincankek_ Ok

[Wajahat Kazmi @KazmiWajahat]

Bumrah showing how Indian Rafales were shot down by Pakistan!

[Ahmad Altaf @MAhmadAltaf]

@MisalRaza I think overall hi situation kharab hai sb fields me

[Ahmad Altaf @MAhmadAltaf]

@NHMPofficial Now ?

[Ahmad Altaf @MAhmadAltaf]

@MJibranNasir Aj andar hi chaly gaye hain

[Ahmad Altaf @MAhmadAltaf]

یوں 8/5 سے عیسیٰ کوایسٹینشن کے فیض سے روک دیا گیا اور یوں pti منصور ہو گئ

#ptireservedseats

[Ahmad Altaf @MAhmadAltaf]

@Zyyan_Ali @mtauqeer4

[Ahmad Altaf @MAhmadAltaf]

@iAmjadKhann @mtauqeer4

[Ahmad Altaf @MAhmadAltaf]

@ajmaljami @mtauqeer4

[Ahmad Altaf @MAhmadAltaf]

@Zyyan_Ali @mtauqeer4

[Nadeem Malik 🇵🇰 @nadeemmalik]

حکومت اگر پابندی لگانا چاہتی ہے تو لگا لے ان کی کیا اوقات ہے یہ لوگ کٹھ پتلی ہیں ، ان ٹک ٹاکرز کو پتا ہے یہ جعلی طریقے سے آئیں ہیں ان کے پاس عمران خان کو اندر رکھنے کے علاوہ کوئی اور طریقہ نہیں ہے : شعیب شاہین

[Zαყαɳ Iƙ @Zyyan_Ali]

کل ایک نیوز کے دفتر کے سامنے روف حسن پر حملہ کرنے کی کوشش کی گئی لیکن روف حسن وہاں سے اپنی گاڑی نکال کر چلے گئے اور آج حملہ کردیا گیا لگتا ایسا ہے یہ حملہ سوچ سمجھ کر کیا گیا ہے اس حملے کا کیا تاثر بنے گا ہم سب جانتے ہیں
کاشف عباسی

[Ahmad Altaf @MAhmadAltaf]

@KhSaad_Rafique Nov 2023 me bhi raat o raat faisly a rahy thy courts bhi airports pr ja rahi thi