Jaydeep Hardikar

[Vinod Tawde @TawdeVinod]

We sincerely apologize for upsetting the “national child” on Children’s Day. Truly unfortunate.

#BiharElectionResults

[🇮🇳Jitendra pratap singh🇮🇳 @jpsin1]

राहुल गांधी अपनी भांजी मिरांया के साथ विदेश गए

राहुल गांधी की भाजी मिराया विदेश में पढ़ती है
बहुत अच्छी बात है पढ़ाई लिखाई जरूर करनी चाहिए

राहुल गांधी ��ी भांजी यानी प्रियंका वाड्रा की बेटी मिराया gen Z है

वही gen Z जिन्हें राहुल गांधी और प्रियंका वाड्रा दोनों अपने भाषणों में बार-बार सड़क पर उतरने को दंगा करने को सरकार बदलने को आह्वान करते हैं

लेकिन अपनी खुद की सगी भाजी और बेटी मिराया को विदेश में पढ़ा रहे हैं ताकि मिराया का भविष्य उज्जवल हो

लेकिन दूसरे gen Z सड़कों पर उतरे दंगा करें पुलिस की लाठी खाएं गोली खाएं जिंदगी भर का मुकदमा झेले और अपन�� भविष्य बर्बाद कर दें ताकि इस परिवार के genZ का भविष्य बन सके

सोचिए यह परिवार कितना नीच है कि अपने genZ बच्चे की भविष्य बनाने के खातिर भारत के लाखों gen Z युवाओं का भविष्य बर्बाद करना चाह रहा है

[Dr. Shah @ankitatIIMA]

💥Almost every businessman in Asia knows that top 7 US tech companies' entire top management would be in jail if they do accounting like they do in America.

[Jaydeep Hardikar @jayhardikar]

@rryssf Amazing!

[Jackson Atkins @JacksonAtkinsX]

My brain broke when I read this paper.

A tiny 7 Million parameter model just beat DeepSeek-R1, Gemini 2.5 pro, and o3-mini at reasoning on both ARG-AGI 1 and ARC-AGI 2.

It's called Tiny Recursive Model (TRM) from Samsung.

How can a model 10,000x smaller be smarter?

Here's how it works:

1. Draft an Initial Answer: Unlike an LLM that writes word-by-word, TRM first generates a quick, complete "draft" of the solution. Think of this as its first rough guess.

2. Create a "Scratchpad": It then creates a separate space for its internal thoughts, a latent reasoning "scratchpad." This is where the real magic happens.

3. Intensely Self-Critique: The model enters an intense inner loop. It compares its draft answer to the original problem and refines its reasoning on the scratchpad over and over (6 times in a row), asking itself, "Does my logic hold up? Where are the errors?"

4. Revise the Answer: After this focused "thinking," it uses the improved logic from its scratchpad to create a brand new, much better draft of the final answer.

5. Repeat until Confident: The entire process, draft, think, revise, is repeated up to 16 times. Each cycle pushes the model closer to a correct, logically sound solution.

Why this matters:

Business Leaders: This is what algorithmic advantage looks like. While competitors are paying massive inference costs for brute-force scale, a smarter, more efficient model can deliver superior performance for a tiny fraction of the cost.

Researchers: This is a major validation for neuro-symbolic ideas. The model's ability to recursively "think" before "acting" demonstrates that architecture, not just scale, can be a primary driver of reasoning ability.

Practitioners: SOTA reasoning is no longer gated behind billion-dollar GPU clusters. This paper provides a highly efficient, parameter-light blueprint for building specialized reasoners that can run anywhere.

This isn't just scaling down; it's a completely different, more deliberate way of solving problems.

[Jaydeep Hardikar @jayhardikar]

Bye bye yen carry trade!

[Wei Wu 吴伟 @WuWei113]

Oh my god. My friend. Open your ear most wide. Japan yield go up very, very bad news. This piece of news mean we all soon go be only fan sIut sell picture of buthole for make money. Why? I explain

> Japan go through deflation for much long time, maybe since 1980s. This mean their price of goods keep go down. Why? Low birth rate.
>If everyone old, no one buy anything. If no one buy, price alway be low.
>Japanese government then say, “okay, we print much money try make price go up”.
>So Japan print much money, and also make interest rate be zero for long time.
> all venture capital and hedge fund borrow Japan money, use for buy America asset
> price for all asset in America go up
> now Japan say “okay nigga, no more cheap money. Pay high yield now”
> now all world hedge fund and private equity must sell asset for pay back borrowed Japan currency
> now all asset price crash. Company no money. Cannot raise capital, must fire people
> you and me must go on onlyfan sell buthole picture for not be starvation

Oh no.

[Nabila Jamal @nabilajamal_]

Even AI couldn’t hide the embarrassment!

🚨Deloitte to Repay Australia Govt After $440,000 AI-Written Report Found Full of Errors

Deloitte used GPT-4o to prepare a $440,000 report for the Australian federal government led by PM Anthony Albanese, later found packed with fake citations & AI “hallucinations”

The firm will repay part of the fee, admitting undisclosed AI use.

Senator Deborah O’Neill: “Deloitte has a human intelligence problem”

[The Chronology @TheChronology__]

Inside Story of Rahul Gandhi's South America Visit (Thread)

From 18th - 20th Sep 2025, A conference was organized in Buenos Aires (Argentina)

The conference was organized by a group called Progressive Alliance which is group of 140 political parties of the world

1/16

[Mr Sinha @Mrsinha]

-She wasn't even an Indian
-She was the mother of the conversion movement in India
-She was involved in many suspicious activities
-She was awarded Bharat Ratna
-A coin was released on her name

All in the Congress era.

Today Congress is upset with a coin with #RSS100.

[Jaydeep Hardikar @jayhardikar]

@ankitatIIMA exactly as per your prediction!

[Dr. Shah @ankitatIIMA]

💥Americans don't love Dogs any more. You see love varies based on Cashflows.

Never mind we have many here in Tier 1 who talk with Dogs in English language & cry in Hindi on Supreme Court verdicts😃

[Jaydeep Hardikar @jayhardikar]

Absolutely

[Sangam Talks @sangamtalks]

Survival isn't enough. Flourishing is the goal as it's the ultimate strategic investment in our civilization. @infinitchy

[Jaydeep Hardikar @jayhardikar]

@kothariabhishek They take pride in reporting earnings growth of their companies not returns :😀

[Jaydeep Hardikar @jayhardikar]

@oldschoolinvest It is tax inefficient due to tax on dividend plus headache of showing all buy/sell transaction

[Jaydeep Hardikar @jayhardikar]

@REDBOXINDIA Demand environment and dent to the business model are far more serious issues than visa fee hike.

[Piyush Goyal @PiyushGoyal]

PM @NarendraModi ji's vision of #MakeInIndia & 'Make for the World' is empowering startups like BatX Energies to reach new heights of growth & innovation.

#AatmanirbharStartups

[Rishi Bagree @rishibagree]

Jobs created in 10 years of tenure :

MMS - 2.9 crore jobs (2004-2014)
Modi - 20.4 crore jobs (2015-2025)

Chaiwala Prime Minister created 7x more jobs than the Economist Prime Minister

Source - PLFS historical data and RBI estimates

[Rishi Bagree @rishibagree]

Sonia Gandhi used to Humiliate & downsize PM Manmohan Singh through her pol Secy Ahmed Patel.

He used to shout at MMS:
"Dr. Sahab, u focus on administration, don't interfere in our Politics"

Can anyone from BJP can dare to do with Elected PM now ?

[Jaydeep Hardikar @jayhardikar]

@anuragsingh_as This is also an eyeopener for those who believe in oversimplifying investments by blindly investing in Nifty ETFs.

[Dr. Shah @ankitatIIMA]

💥Please RETWEET Maximum!

It will be a suicide to even think we can relieve PM @narendramodi given his excellent health and visionary goals.

There is no valid case for retiring him. He delivers speeches without any prompts or paper. He is more active than a teenager in his routine.

When a manmohan can do 10 years despite inactivity, this should not be even a question at this critical stage when we are fast approaching disorder and a Global Reset.