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In 1974, Ernő Rubik built a wooden puzzle in his Budapest apartment to help his architecture students understand 3D geometry. He scrambled it. Then spent an entire month trying to solve it. He had just invented the best-selling toy in human history - and could not figure out how to undo what he built.
Fifty years later, Max Park solved the same puzzle in 3.13 seconds. The fastest human solve of 43,252,003,274,489,856,000 possible configurations ever recorded. A world record set in 2023 that most people cannot even comprehend watching in real time. Working Note No. 20 explains the exact mathematics that separates those two outcomes.
The number that makes every human brain shut down [Section 7] -
43,252,003,274,489,856,000. That is the total number of possible Rubik's Cube configurations written out in full. The document writes it as 4.325 × 10^19.
If you shuffled one new configuration every second since the Big Bang 13.8 billion years ago - you would have seen 0.00000003% of them.
What the formula that counts every state looks like [Equation 6] -
N = 8! × 3^7 × 12! × 2^11 divided by 12. Eight corner pieces, twelve edge pieces, six fixed centres. Every rotation is a permutation. Every permutation is a mathematical object. The entire cube is a group - called the Rubik's Group - with exactly 4.325 × 10^19 elements.
Rubik did not know this when he built it. He was an architect, not a mathematician.
How long random moves would take to solve it [Section 9] -
At 1 move per second: 1,370,000,000,000 years. At 1,000,000 moves per second: still 1,370,000 years. The universe is 13,800,000,000 years old. Random solving is not a strategy. It is a mathematical impossibility disguised as a game.
Max Park does not solve it randomly. He uses CFOP - a sequence of algorithms that exploits the group structure of the cube directly.
The theorem that took 35 years and Google's supercomputers to prove [Section 10] -
God's Number: every single scrambled Rubik's Cube on earth can be solved in 20 moves or fewer. Not 21. Not 25. Twenty. Maximum.
This was proven in 2010 by a team of mathematicians who borrowed computing power from Google. The proof required 35 CPU-years of calculation to check all 4.325 × 10^19 positions. It took humans 35 years after the cube's invention to confirm what the mathematics already guaranteed.
What a single face rotation actually does to the cube [Section 11] -
U = (e1 e2 e3 e4). One clockwise turn of the top face cycles four edge pieces through four positions. Repeating this exact move four times returns every piece to its original location. U^4 = I. The identity. The math closes perfectly.
This is why speedcubers like Max Park can solve 43 quintillion possible states in 3.13 seconds. They are not memorizing solutions. They are executing permutation sequences that group theory already proved must work.
The quote Ernő Rubik gave about the moment he first solved his own cube -
"It was wonderful to see how, after all the thought I had put into building it, it still had secrets to reveal to me."
He spent a month discovering what Working Note No. 20 proves in 12 pages of group theory and combinatorics.
Working Note No. 20, September 2026
Discrete Mathematics, Permutations and Algorithmic Transformations Series
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Dinesh Kulchandra retweeted
A Powerful Moment on KBC..
During Kaun Banega Crorepati, Shri Amitabh Bachchan ji acknowledged a simple biological fact:
A mother's milk is meant for her baby.
Just as a human mother's milk is naturally meant to nourish her child, a cow's or buffalo's milk is produced to nourish her calf.
This simple question can make us rethink what we've normalized for generations.
If a mother's milk belongs to her baby, why should another species' milk belong to us?
Question the norm. Rethink dairy. Choose plant-based. 🌱 – at Jabalpur, India
Dinesh Kulchandra retweeted
The Fourth Cockroach Reappears….
Our Protest Is Valid….
Our Narrative Is Right….
You Can’t Question Us….
If You Do That You’re Godi Media….
End Of The Story…!!!
Credit : The Voir
Dinesh Kulchandra retweeted
Uncut Video 🫣
राहुल गांधी और केजरीवाल सुनो तुम्हारे झूठ की गूंज नहीं ये जनता की गूंज है..
ऑटो वाले ने तो रगड़ दिया 😎 लगता है ये बहुत ग़ुस्से में है 👇
Dinesh Kulchandra retweeted
When Did Protest Become The Answer To Everything 🤔
Don't Break This Great Country Just For Your Political Agenda And To Make A Few Bucks From Your Foreign Masters.
Credit : Dj Shilpi Sharma.
Dinesh Kulchandra retweeted
Divine Mantras to Fill Your Heart with Positive Energy 🙏🕉️ |
Find Peace and Renewed Energy ✨
Dinesh Kulchandra retweeted
Sharing some good tips on How to Make Better Decisions When You’re Sleep-Deprived.
(1/5)
Dinesh Kulchandra retweeted
The first nail in the coffin of the society. 2nd one was the introduction of social media.
Dinesh Kulchandra retweeted
🌺 The Sankat Nashan Ganesh Stotram (संकटनाशन गणेश स्तोत्रम्) is a powerful, ancient prayer from the Sri Narada Purana dedicated to Lord Shree Ganesh. Chanted to eliminate obstacles, worries, and all forms of negativity, it lists the 12 divine names of Bhagavan Shree Ganapati. 🌺
🪷 Sri Sankat Nashan Ganesh Stotram 🪷
नारद उवाच ।
प्रणम्य शिरसा देवं गौरीपुत्रं विनायकम् ।
भक्तावासं स्मरेन्नित्यमायुःकामार्थसिद्धये ॥ १ ॥
प्रथमं वक्रतुण्डं च एकदन्तं द्वितीयकम् ।
तृतीयं कृष्णपिङ्गाक्षं गजवक्त्रं चतुर्थकम् ॥ २ ॥
लम्बोदरं पञ्चमं च षष्ठं विकटमेव च ।
सप्तमं विघ्नराजेन्द्रं धूम्रवर्णं तथाष्टमम् ॥ ३ ॥
नवमं भालचन्द्रं च दशमं तु विनायकम् ।
एकादशं गणपतिं द्वादशं तु गजाननम् ॥ ४ ॥
द्वादशैतानि नामानि त्रिसन्ध्यं यः पठेन्नरः ।
न च विघ्नभयं तस्य सर्वसिद्धिकरं प्रभो ॥ ५ ॥
विद्यार्थी लभते विद्यां धनार्थी लभते धनम् ।
पुत्रार्थी लभते पुत्रान् मोक्षार्थी लभते गतिम् ॥ ६ ॥
जपेद्गणपतिस्तोत्रं षड्भिर्मासैः फलं लभेत् ।
संवत्सरेण सिद्धिं च लभते नात्र संशयः ॥ ७ ॥
अष्टेभ्यो ब्राह्मणेभ्यश्च लिखित्वा यः समर्पयेत् ।
तस्य विद्या भवेत्सर्वा गणेशस्य प्रसादतः ॥ ८ ॥
॥ श्रीनारदपुराणे संकटनाशनं नाम गणेशस्तोत्रं सम्पूर्णम् ॥
📖 Verse-by-Verse Meaning:
Verse 1: Sage Narada says: Bowing down my head, I salute Lord Vinayaka, the divine son of Goddess Gauri. A devotee should remember Him daily to achieve a long life, fulfilment of desires, and wealth.
Verse 2-4 (The 12 Names):
Vakratunda (The one with a curved trunk)
Ekadanta (The single-tusked Lord)
Krishnapingaksha (The dark, brown-eyed one)
Gajavaktra (The elephant-faced Lord)
Lambodara (The one with a large belly)
Vikata (The formidable or massive one)
Vighnarajendra (The king of obstacle removers)
Dhumravarna (The smoke-coloured Lord)
Bhalachandra (The one whose forehead is adorned with the moon)
Vinayaka (The supreme leader)
Ganapati (The lord of the celestial attendants)
Gajanana (The elephant-faced one)
Verse 5: Anyone who recites these twelve names at dawn, noon, and dusk will face no fear of obstacles and will achieve all types of success.
Verse 6: A student will attain knowledge, a seeker of wealth will receive riches, those desirous of children will bless their family, and those seeking spiritual liberation will reach their divine destination.
Verse 7: Chanting this prayer continuously brings positive outcomes within six months, and complete fulfilment or mastery within a year, without any doubt.
Verse 8: One who writes this stotra down and shares its wisdom with eight spiritually inclined individuals will be blessed with immense wisdom by the grace of Lord Ganesha.
🪷🌺🙏Jai Shree Ganesh🙏🌺🪷
Dinesh Kulchandra retweeted
A guy will buy the iPhone 18 Pro Max this month.
He'll transfer his data from his old phone. He'll set a wallpaper. He'll arrange his apps. He'll open Instagram. And for the next 2 years, he'll use the most advanced smartphone ever built to scroll social media, send texts, take photos on auto mode, and check email the same 5 tasks he performed on the iPhone 13 Pro he's replacing.
He won't discover the variable aperture camera that gives him DSLR-level depth-of-field control for the first time in iPhone history. He won't configure the Action Button that replaces 3 daily app-hunting routines with a single press. He won't set the battery charge limit that adds 2 years to the battery's lifespan. He won't use Back Tap to launch shortcuts by tapping the back of the phone twice. He won't adjust the flashlight beam width from spotlight to floodlight. He won't activate the keyboard trackpad hidden inside the spacebar. He won't turn on StandBy mode that transforms the phone into a bedside smart display while charging.
His coworker a former Apple Store Genius who spent 4 years watching customers use 20% of their iPhones told him the iPhone 18 Pro Max ships with iOS 27 and approximately 400 features most owners never open.
"The phone doesn't need to be more powerful. You need to explore more than 20% of what's already there."
She showed him 11 hidden features that transform the iPhone 18 Pro Max from a $1,499 social media scroller into the device Apple actually built.
Here's the full playbook 🧵
AN OPENAI ENGINEER JUST SHOWED HOW GPT-6 ASTRA AGENTS SHOULD ACTUALLY RUN IN PRODUCTION
most agent demos ignore the ugly part: tool calls still fail 3-15% of the time, and one bad write can break a real workflow.
intake → extract → sandbox → guardrail → reviewer → write
the setup uses 8 agent roles, but only 1 is allowed to commit changes. the other 7 classify, reconcile, draft, research, verify, and escalate when something looks wrong.
astra brings 1,050,000 tokens of context, 88.0% first-attempt success and 99.2% within four attempts. past 272K input, pricing also jumps to 2x input and 1.5x output.
this is less about “better prompts” and more about building agents that can survive failures without quietly corrupting real work. bookmark this.
Google just released free 2-hour course on full Graph & Loop engineering: 1 prompt → 100 agents → loops → graphs from 0% to 100%:
0% → 0:35 - Graph engineering from scratch
30% → 31:17 - build your first agents graph
45% → 43:40 - run hundreds agents in parallel
75% → 1:04:58 - Loop engineering: route, check, repeat
100% → 1:30:09 - self-improving graphs that work while you sleep
most people keep stuffing instructions into one agent - the real upgrade is a graph that routes, checks, and rebuilds the workflow at runtime
learn graph from Google, ship your first - then unlock the complete system design below ↓



























