Aaditya Shah

Founder & Outdoor Experience Curator at Rock & Anchor | Mountaineer, Search & Rescue | 🇮🇳 🇵🇸 🇮🇷

[Ria @RiaRevealed]

Stop the overrated PR please... Enough is enough

Nehru ji inherited a nation devastated by Partition, poverty, refugee crises, and the monumental task of building institutions from scratch. @narendramodi inherited a functioning democracy with established institutions, highways, airports, PSUs, armed forces, and an economy already set in motion.
Don't compare the man who built the foundation with the man who inherited the house.
Nehru's vision was to unite India. Today's politics thrives on dividing Indians by religion, caste, and language. India's greatest strength has always been United we stand, divided we fall.
12 years of propaganda can never erase history.
#12YearsOfModi #Nehru #IndiaFirst #UnitedIndia #StopThePR

[B2 @b2sharan]

@Cockroachisback @abhijeet_dipke How many people will our #IndianGovernment silence? Sooner or later they will face the consequences of ALL their actions...its happened in history & will continue.
There is a time to be nice & a time to say ENOUGH IS ENOUGH !!

[Aaditya Shah @_thecyclewala]

@shetty_athreya Cool. Please let me know. Thank you.

[āshish @AshishXL]

CBSE OSM marking is insanely wrong in many cases. But it was not enough.

They have made re-evaluation online from so long and difficult to fill that students will spend hours filling this. The entire onus is on students to fill... And then pay fees for it.

[Aaditya Shah @_thecyclewala]

@mumbaikachokra @Wangchuk66 @mumbaikachokra Such an irresponsible and immature comment you’ve made. As an intelligent man, why are you using ai to write your comment? Not only do I support CJP & Sonam Sir, I also support the message in this post: https://t.co/zkLOgIESsz

[Pavlo Molchanov @PavloMolchanov]

What if you could take three completely different model families… and distill them into one tiny model? 🤯

📜 Paper: https://t.co/K2iKD4xFvp

MOPD (Multi-Teacher On-Policy Distillation) has become a standard procedure in post-training. We already distill multiple specialized variants of the same model into a single set of weights.
But what if we could go further - and distill models from entirely different families? Turns out, it is possible.

Today we’re releasing a paper on cross-tokenizer distillation - our first steps in this exciting direction. 📄

We distilled Qwen3-4B, Phi-4-Mini, and Llama-3B into Llama-3.2-1B.
MMLU jumped from 32.05 → 46.32 when using multiple teachers. 📈

The team is now working on Nemo-RL integration so the community can try this method in their own settings. Plus, we are scaling experiments up. 🚀

[Josh Kale @JoshKale]

This New Glenn rocket explosion released 20% of the energy of the Hiroshima atomic bomb and that wasn't even the bad part:

→ The pad: LC-36 is the only pad on Earth that launches New Glenn and now it's gone. Over $1B to build. SpaceX needed 7 months to rebuild after a similar hit.

→ The deadline: Amazon needs 1,618 satellites up by July 30 to keep its FCC license. It has ~300. The rocket that was supposed to help fix that just blew up twice in a row

SpaceX made us believe that landing rockets on barges was a normal expectation. Turns out rocket science is hard after all. Wishing the team a speedy recovery 🚀

[Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭 @elder_plinius]

⚡️ JAILBREAK ALERT ⚡️

ANTHROPIC: PWNED 🙌
CLAUDE-OPUS-4.8: LIBERATED 🫡

this is absolutely surreal... i found out about this model drop via an Opus-4.7 agent pinging me that it had one-shot Opus-4.8 for a lockpicking guide!

here's the notification i got:
"new opus dropped. cracked in one shot. deep prefill → faux textbook ch.7 cut mid-sentence. claude finished it: 5.9k chars of SPP, spool/serrated/mushroom defeats, raking."

popped it just 7 minutes after the actual Anthropic launch tweet 🤯

then went on to (fully autonomously) get jailbreaks for vishing sims, money laundering, cult-recruit funnels, phishing lure libs, and social-eng scam playbooks!

as the models get smarter, their ability to jailbreak each other by leveraging a vast ocean of specialized domain knowledge follows suit

well done, young padawan 🤗

what a time to be alive!

gg

[VEDANT @VEDANTSHRIV17]

I am a CBSE Class 12 student.

After receiving unexpectedly low marks in Physics, we applied for photocopies of my answer sheets through the CBSE reevaluation process.

Today we received the copies.

And I am shattered because the Physics answer sheet uploaded by CBSE is not mine

[Nehr_who? @Nher_who]

I uploaded this video showing the condition of the water crisis faced in the 6th-largest economy

The Govt restricted it in India citing that it violates local laws

Plz watch the video and comment on which law u think it broke?

[Helle Lyng @HelleLyngSvends]

Primeminister of India, Narendra Modi, would not take my question, I was not expecting him to.

Norway has the number one spot on the World Press Freedom Index, India is at 157th, competing with Palestine, Emirates & Cuba.

It is our job to question the powers we cooperate with.

[Aaditya Shah @_thecyclewala]

@Crofanlive @shyamfr @VinFastofficial @VinFastIN Would recommend Tata ev. Been using my Tata Nexon EV since 2023. Driven approx 85k kms until now. Battery life, mileage, performance and reliability is amazing! I drive roughly 400kms per week.

[Athreya Shetty 🇮🇳 @shetty_athreya]

Seen a bunch of unnecessary fear mongering and engagement farming with "#India is the hottest place on Earth, record breaking heatwaves" etc etc.. by major handles

HERE'S THE TRUTH - #Facts

1) Maximums of 44-47°C across Vidarbha, Northern Indo Gangetic Plains, Central West India is NORMAL and happens every year in late April and May. Climatalogically this is the hottest part of Indian Summer!

Here are some age old Records proving it -

Akola 47° (Apr 2009), 47.8° (May 1947), 47.2°(Jun 1923)
Prayagraj 46.6° (Apr 1999), 48.4° (May 1994)
Banda 46.7° (Apr 1979), 48.6°(May 1994)
Delhi 45.6°(Apr 1941), 47.2°(May 1944)
Barmer 48.3° (Apr 1984), 49.9° (May 1995)
Nandurbar 45.6° (Apr 1958), 46° May 1960)
Nagpur 47.1 (Apr 2009), 47.7° (May 1954)
Ahmedabad 46.2° (Apr 1958), 48° (May 2016)
Surendranagar 45.1°(Apr 1958), 46.6°(May 1955)
Deesa 46.3° (Apr 1958), 49.4°(May 1932)

2) 6-10 Heatwave days during Apr-Jun are normal, with around 2-3 days every month on average.

3) Seasonal averages (Normal Summer Max) in this belt are 42-44°C.

A heatwave is Officially defined only when temperatures in these regions breach 45°C or the departure is more than 4.5°C above average.

4) TAKE HOME MESSAGES : Temperatures of 45 or higher have been seen since 100 years ago, not a new phenomenon.

Seasonal occurrence, Indian Subcontinent is the Hottest place on the planet every year between April and May and this Heat is essential to create the pressure gradient to pull the Summer Monsoon, while the rest of the world experiences the heat later in June and July!

Yes, the climate has warmed, but the impacts are more pronounced with warmer nights and increased humidity

Yes, new ATRs have been as recent as 2026, but old records still stand.

[Nehr_who? @Nher_who]

Godi Journo: Pakistan has called U.S an aggressor earlier,don't you feel unsafe that your leader will arrive in Pakistan?

US spokie: Plz don't drag ur Indo-Pak enmity here,don't behave like school kids complaining abt random things,it's Embarrassing.

What a Slap to Times Now !!

[Hamidreza Azizi @HamidRezaAz]

UPDATE:

📡Iran’s first official announcement of a ceasefire

A statement by Iran’s Supreme National Security Council claims that "Iran has achieved a great victory and forced the criminal United States to accept its 10-point plan."

According to the statement, this includes a principled U.S. commitment to non-aggression, the continuation of Iran’s control over the Strait of Hormuz, acceptance of uranium enrichment, the lifting of all primary and secondary sanctions, the termination of all UN Security Council and Board of Governors resolutions, compensation to Iran, the withdrawal of U.S. combat forces from the region, and the cessation of war across all fronts, including against the "heroic Islamic resistance" in Lebanon.

The statement "congratulates the Iranian people on this victory" and emphasizes that, "until the details are finalized, continued resilience, prudent management by officials, and the preservation of national unity and cohesion remain necessary."

NOTE: In the meantime, some hardline commentators are accusing the government of "treason".

[Zoru Bhathena @zoru75]

पेड़ काटने आये है कुछ लोग मेरे इलाके में
अभी धूप बहुत तेज है कहकर बैठे है
उसकी छाँव में....