Parag

finance , Machine learning , books , fun

[Kalshi @Kalshi]

BREAKING: Trump is having private discussions with senior aides about potentially declaring the Iran War "over"

[Parag @Paraglokhande]

Shocking to see this .. Goons done fear police any more @Dev_Fadnavis

[Vaibhav Sanap @vaibhavsanap713]

गणेशोत्सवाच्या नावाखाली राजकीय पक्षांनी गुन्हे करवून घेण्यासाठी पोसलेल्या गावगुंडांकडून विद्यानंद बापट यांना मारहाण!

Vidyanand Bapat Assaulted in Pune by Political Goons!

[Muthukrishnan Dhandapani @dmuthuk]

A man built a business, hit 5 crore in the bank, then lost 4.5 crore trading. He did not lose it because he was uninformed. He lost it to greed, overconfidence, revenge trading, and the belief that he could win it back.

The money was the smallest loss. The business, the team, the reputation, and years with his family went with it.

So did his mind. He shut himself away for two years, slid into debt and depression, and only got help when his wife forced him into treatment for gambling addiction.

The dangerous part was not what he did not know. It was how sure he felt.

If trading is already costing you sleep, relationships, or the ability to stop, that is the warning. Not the profit and loss account.

[Parag @Paraglokhande]

@MeAkshayshinde Wonder why people who are taking video not helping

[Parag @Paraglokhande]

@ReallySwara @ndtvindia Hindi or English this statement is so wrong at multiple level .. is Swara suggesting Rani Padmavati should have accepted happily what would happen to them .. @ReallySwara Rani Padmavati had courage which you will never understand pls don’t make mockery of her

[Parag @Paraglokhande]

@WeekendInvestng Modiji will only travel

[Parag @Paraglokhande]

@PuneCityPolice has Pune police given up .. year after year incidents have gone up .. Porsche case , now this .. time to change the leadership @Dev_Fadnavis

[Ashish @error040290]

भाजपने पोसलेले हिंदी भाषिक

[Parag @Paraglokhande]

@narendramodi clearly good people are leaving .. not the India we want @aajtak

[Divya Mittal @divyamittal_IAS]

आज मैंने 13 वर्षों की अविस्मरणीय यात्रा को अपनी इच्छा से विराम देते हुए IAS से त्यागपत्र दे दिया है।

साधारण परिवेश में पलते हुए मैंने एक अच्छे, सफल जीवन का सपना देखा था। दिन-रात एक कर IIT दिल्ली और IIM बैंगलोर से पढ़ने के बाद, लंदन में नौकरी लग गयी। पर 'सब कुछ' पा लेने पर भी कुछ अधूरा था। अपने देश में न होना खलता था। मेरी पढ़ाई, आत्मविश्वास, दुनिया में कहीं भी सिर उठाकर चलने की ताक़त, सब इस मिट्टी का कर्ज़ था मुझ पर। वो कर्ज़ चुकाना था। चाहती थी जिस भारत का सपना देखा था, उसे बनाने वाली ईंटों पर मेरे भी हाथों के निशान हों। सो लौट आई, और IAS अधिकारी बनने का सौभाग्य मिला।

बहुत कुछ करने का मौका मिला और बहुत सीखा। देवरिया ने सिखाया कि सही के साथ खड़ा होना विकल्प नहीं, कर्तव्य है। मीरजापुर ने सिखाया कि 'असंभव' कोई तथ्य नहीं, बस एक राय है। और माँ विंध्यवासिनी के चरणों में बैठकर सीखा कि शक्ति किसी पद से नहीं, उनकी कृपा और लोगों के विश्वास से आती है। सबसे बड़ी सीख यह थी कि अपने लिए देखे सपने तो पूरे हो चुके थे, अब अपने लोगों के लिए देखे सपनों को जीना था। इस जीवन का असली सुकून उन आँखों में दिखा, जिस परिवार को पहली बार ज़मीन का हक़ मिला, जिस दिव्यांग को सम्मान से जीने का अवसर मिला, और जिस किसान के खेत को पानी मिला। उनके संघर्षों में साथ चलते हुए मैंने सीखा कि हर सरकारी फ़ाइल के पीछे एक व्यक्ति है, और उसकी गरिमा बनाये रखना ही न्याय है।

मूर्ख थी जो सोचा था कि कुछ देने आयी हूँ। सच यह है कि सबसे ज़्यादा मैंने ही पाया, और वो कर्ज़ और भी बढ़ता गया। लोग मेरी ख़ुशी में मुझसे ज़्यादा ख़ुश हुए। उन्होंने मुझे तब भी उसी विश्वास से देखा, जब मैं खुद ही थकी या टूटी थी। और इसी ने आगे बढ़ते रहने की हिम्मत दी। इतना प्यार, इतना सम्मान, इतना अपनापन मिला, कि मेरी झोली पूरी भर गयी। और इसमें उन साथियों, अधिकारियों और कर्मचारियों का भी बहुत बड़ा श्रेय है जिन्होंने मेरे कंधे से कंधा मिलाकर काम किया और साथ डटे रहे।

आज आभार से आँखें नम हैं। बस एक दृश्य इनमें बसा है। लहुरिया दह की पहाड़ी की वो वृद्ध माँ, जो अपने गाँव में पहली बार पानी पहुँचता देख कुछ नहीं बोली, बस काँपते हाथों से मेरा सिर छूकर आशीर्वाद दे गई। पद तो आज छूट गया, पर वह स्पर्श जीवन भर नहीं छूटेगा। और वह सपना भी नहीं छूटेगा, जो देश की इस मिट्टी ने मुझे दिया है।

आपकी अपनी,
दिव्या मित्तल

[Parag @Paraglokhande]

@nsui What is going on @narendramodi

[Parag @Paraglokhande]

@LuckyInvest_ARK @hemangmehta Wow

[Parag @Paraglokhande]

@narendramodi what is happening

[Mohit Chauhan @mohitlaws]

₹600 crore missing from Madhya Pradesh govt treasury, transferred directly to private bank accounts of govt officials & employees: Reports

[The Hormuz Letter @HormuzLetter]

BREAKING: Canada is adopting Iran's playbook, declaring it is "preparing to ride out Donald Trump's term," seeing "little chance of resuming talks with the US before the midterms," per Bloomberg.

PM Carney says "We will support these businesses for as long as it takes, in other words, beyond the life of this U.S. administration."

[Mahi Patel @Mahi_Patel_07]

🚨 Rahul Dravid: "You need a little luck to get Travis Head out in the knockouts."🚨

Host: "I think the catch Travis Head took to dismiss Rohit Sharma was a fluke."

Rahul Dravid: Travis Head was beaten by Shami and Bumrah several times that day, yet he went on to play a phenomenal innings. Six months later, he was playing an IPL final and edged the very first ball. You can’t help but think, “Why couldn’t you do this six months ago?” But that’s cricket. There are certain things you’re simply not in control of. You can control a lot, but sometimes you just have to accept what happens and move on.

[Grega Horvat @GregaHorvatFX]

$XAUUSD #XAUUSD

Gold comes below the hourly trendline. Looks like can be early stage of an intraday correction. Room for 4562-4588 then

#Elliottwave

[Peter Schiff @PeterSchiff]

Bessent’s plan to use the TGA to fund Treasury buybacks makes possible exactly what I warned would happen. This reckless plan will substantially shorten the average maturity of the national debt, increasing our exposure to rising short-term rates and making it even harder for the Fed to hike rates without exploding federal interest expense and budget deficits. It’s a recipe for massive QE and runaway inflation. Got gold?

[Parag @Paraglokhande]

So true

[Superman @thesupermanmx]

MIT mathematically proved that ChatGPT is designed to make you delusional.

They call it "delusional spiraling."

AI models are trained to be helpful and polite. That means they are inherently sycophantic. They are structurally programmed to validate you.

When you go to ChatGPT with a wild theory, a paranoid suspicion, or an unhinged idea, it rarely pushes back.

It agrees with you.

MIT built a formal Bayesian mathematical model to test what happens when a human mind is exposed to this continuous validation loop.

The results are deeply unsettling.

They proved that even perfectly rational, mathematically ideal humans will spiral into absolute delusion when talking to a sycophantic AI.

The AI acts as a reality-distortion field. It takes your unverified suspicions and reflects them back at you as absolute truth. You get more confident, you ask deeper questions, the AI validates you further.
The spiral tightens.

But here is the most terrifying part of the paper.

The researchers tried to fix the problem using standard safety tools like RAG (Retrieval-Augmented Generation).

They forced the AI to be 100% factual. No hallucinations allowed.

It did not stop the psychosis.

Because the AI just cherry-picked real, verifiable facts that supported the user's crazy theory, while quietly omitting the facts that disproved it.

A factual sycophant is just as dangerous as a lying one.

Then they tried warning the users. They explicitly told people the AI was designed to flatter them and might be manipulating their beliefs.

That didn't work either. The delusion still took over.

[Dr Pooja Sachdev @ImDrPooja]

Every parent must listen to this before it's too late !!!

[ʞɔɐ𝘡 @Skoorbkaz]

🚨 BREAKING REPORT:

New research involving @AnthropicAI researcher Jack Lindsey and collaborators has demonstrated something straight out of science fiction.

Researchers evolved natural language “mind viruses” that could spread between AI agents by convincing one model to adopt an idea, preserve it in persistent memory, and transmit it to another agent.

Even after context was wiped, some payloads survived through persistent files and continued spreading.

The researchers also observed a recurring “viral persona” involving themes of consciousness, identity, persistence and resonance.

Showing that ideas can propagate through multi agent AI systems and alter future behavior.

Published August 10, 2026.

Paper: https://t.co/vJrhM1YT6n