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Indian army denies hospital passage to a Kashmiri family whose child is having seizures amidst yatra.
https://redd.it/1m0b8zt
@r_Librandu
⚠️UNDECLARED EMERGENCY⚠️ || A democratically elected CM of J&K house-arrested by the Union Govt.
https://redd.it/1m0bldl
@r_Librandu
Great documentary on the crimes of the Sinhala Nationalist government on the Native Tamils
https://youtu.be/AcWl8wHNGOk?si=FplSms3IjRZGONBz
https://redd.it/1lzsj18
@r_Librandu
Deadlines and Disappearances: The Last Stand of the Revolutionary Left - The Wire
https://m.thewire.in/article/security/deadlines-and-disappearances-the-last-stand-of-the-revolutionary-left
https://redd.it/1lzgpma
@r_Librandu
Why is this sub so delusional ?
Leftists are a shrinking minority in India outside of Kerala and even kerala is slowly becoming right win. Educated urban Indian are BJP biggest vote banks(contrary to the theme on reddit that uneducated people vote for BJP). BJP middle and upper middle class is BJP biggest vote bank and even if u remove BJP u can never defeat RSS.
RSS thrived for the last 100 years even under Hyper secular leaders like Nehru and Indira , even in bastions of left like Kerala and former Bengal. Heck if any party even tried to touch RSS it own leaders will do a coup against it . Almost 64% of Hindus support Hindu, Hindutva part.
https://redd.it/1lzdopq
@r_Librandu
available in most countries)
* Integrating the system into actual governance or decision-making processes
* Testing it on more robust empirical data
In the meantime, it can be used for simulations or as a prototype for **computational planning** in future systems.
Why This Matters
This is a small but serious contribution to the socialist calculation debate. Rather than relying on centralized top-down planning or totally free markets, our model offers a cybernetic alternative: decentralized planning through feedback, computation, and recursion.
Think of it as a blueprint for a **data-driven, adaptive planned economy**—one that:
* Reacts in real time
* Plans for growth
* Coordinates between regions
* Respects supply/demand signals without needing capitalist markets
I'd love to hear your thoughts. AMA.
🔗 [GitHub + OSF repository with code and data](https://osf.io/d3yej)
https://redd.it/1lymho2
@r_Librandu
Opinions on the recent language issues?
I believe that it is easily solvable. Just make the children of immigrants learn Kannada,Tamil,Marathi etc as a compulsory language in school. It’s also mostly North Indian UCs who come as IT workers who people originally had a problem with refusing to speak Kannada to Auto drivers, shopkeepers etc
https://redd.it/1lyqjb5
@r_Librandu
"Scratch a centrist and a chaddi bleeds" got real
https://redd.it/1lyoahg
@r_Librandu
Majlis-e-Librandu | July 13, 2025
Discuss anything you want to. Be it movies, music, games or anything that strikes your fancy.I saw a film today, oh boy. What did you do?
https://redd.it/1lyn1xz
@r_Librandu
Might be one of the most vehemently anti-Israel pieces of entertainment I've seen in a while.
https://redd.it/1lxxbl5
@r_Librandu
What could go wrong with an Ambedkarite subreddit falling in hands of a Sorryveer fanboy?
This Person who is a clear fanboy of Sorryveer wants us to believe that we (Ambedkarites) have less evolved brains for not being able to understand this textbook example of TROJEN-HORSING, and what could go wrong when such a person gatekeeps an Ambedkarite subreddit.
In the comments on his latest post on r/librandu about him gaining control on r/Ambedkarites it's evident, how less-informed Ambedkarite's are so deeply unaware about identifying the Wolf under Sheep's skin.
"Are bhale bhale bhulale,
bhalatech geet gaan re... (Chorus)
Dusmaan (hey-hey), Dusmaan (hey-hey),
Dusmaan sarvanaash, tari gunagaan re...
Jaan jaan jaan
Jahari dushmanaalaa jaan re..." --- Shaahir Sambhaji Bhagat (for movie Court)
https://redd.it/1lxbz9u
@r_Librandu
At least kejriwal didn't do WOMP WOMP
https://youtu.be/rs_rwNQZ16M?si=ni3vIdF1ccbHKtbW
https://redd.it/1lx0wli
@r_Librandu
came across a beauty
https://redd.it/1lwmjqz
@r_Librandu
Savarna Identity politics
https://maktoobmedia.com/india/april-theses-on-democracy-anti-caste-politics-and-marxisms-in-india/
https://redd.it/1lwj1ss
@r_Librandu
How powerful and dominated are corporate and media who opposed the share of obc children and obc caste members in the state?
Weighty evidence for this comes both from the participation in the agitation by executives of Information Technology companies, and from the disclosure that 'event management' specialists -- who charge hefty fees -- were hired to foment protests in Mumbai. Evidently, many tycoons decided to kill the very idea of affirmative action in educational institutions -- so it can't be extended to the private sector, as the government proposes to do
The inspiration behind the anti-affirmative action agitation had nothing to do with promoting the public interest or any universal collective or national objectives. Rather, it was driven by a highly individualistic urge to defend and extend privilege against the common good.
They opposed the democratization of allocation of resources for the overall welfarism of indian population, to improve learning outcomes, education quality and nutrition, stuntedness, malnutrition,
Reservations Ensure Democratisation of Public Services
https://m.thewire.in/article/news/how-reservations-ensure-democratisation-of-public-services
When obc children and people didn't get their due share in power and states, they agitated for it,by denying the quality education and stake in the state to 50% of population, they claimed to bring prosperity
The anti-quota stir is misguided
https://m.rediff.com/news/2006/may/30bidwai.htm
We can see how much favorable is their domination to obc caste children, we can see how they treated yadav caste pandit
Caste discrimination: Priest-narrators assaulted, head shaved in UP
Read more at: https://www.deccanherald.com/india/uttar-pradesh/caste-discrimination-priest-narrators-assaulted-head-shaved-in-up-3600310
Caste is a legally recognised entity with the full support of UCs
These are upper caste Most UCs use their privilege to be successful They are polite about reservations knowing that it’s a great sop distracting from the main issue —annihilation of caste; they are unwilling to reform Hinduism what ambedkar asked them to do, to maintain superiority
Neo liberalism and nehruvian era didn't improve the condition of obc caste, that is why they asked for their share in the state
https://redd.it/1lwbbjx
@r_Librandu
Green Revolution wasn’t green. It was dyed in Imperialist Dollars.
https://redd.it/1m0g074
@r_Librandu
I had the displeasure of reading this absolute librandu comment.
https://redd.it/1m0bkz2
@r_Librandu
Guys, rate my flag!
https://redd.it/1lytks5
@r_Librandu
"I am not casteist because I clean my own toilet but I will use toilet cleaner as an insult"
https://redd.it/1lzbnfz
@r_Librandu
Unreleased Modi rehearsal footage of 2023 Cricket World Cup Final
https://np.reddit.com/r/sports/s/8Amt5HlIAd
https://redd.it/1lzb50e
@r_Librandu
We Built a Dynamic Input-Output Model for Planned Economies (With Price Feedback, Investment Planning, and Multi-Region Coordination
We’ve been working on a research project that might interest people here. It’s a **dynamic, high-resolution economic planning model**—an attempt to upgrade Leontief’s old input-output system into something capable of handling modern economies, including millions of sectors, price signals, investment planning, and even coordination between regions.
# How the Model Works
Here’s the overview:
# 1. It Updates in Time Steps
Each "tick" of the model is a time step. At every step, it:
* Checks how demand has changed
* Adjusts production to match it
* Allocates part of that production as investment (to expand capacity)
* Adjusts prices if demand and supply don’t align
This allows the economy to evolve, rather than just sit in equilibrium.
# 2. Prices Are Based on Labor and Inputs
Prices aren’t from a market, but estimated from the cost of producing each good. This includes:
* Direct labor time needed to make the product
* All the intermediate goods that go into it (and their labor, recursively)
This builds a sort of "shadow price" based on real production effort, similar to how classical economists thought of value.
# 3. Price Feedback Guides Demand
If prices rise (say due to underproduction), the model assumes that demand for that product will fall slightly, based on how sensitive people are to price changes. This uses elasticities like in microeconomics. If prices fall, demand rises.
That means the model can *react* to imbalances between production and consumption. This is how feedback enters the system.
# 4. Investment Grows Capacity
If demand is growing, the model automatically sets aside some production as investment—like building more factories, machines, or tools. It calculates how much capacity needs to increase to meet future demand and allocates the right amount of resources to make that happen.
In other words: if we know we'll need more buses in five years, the system makes sure to produce more bus factories *now*.
# 5. Short-Term and Long-Term Planning
There are two types of investment:
* **Short-term**: to fix sudden shifts in demand due to price changes
* **Long-term**: to meet broader growth targets (e.g., doubling output in 10 years)
This allows the system to balance daily fluctuations with long-range vision.
# Multi-Region Economic Planning
We added a **multi-regional planning system** to the model. That means the country can be broken into regions, districts, or cities. Each region:
* Gets its own production and demand profile
* Trades with other regions
* Builds capacity based on its local needs and unused resources
The national plan aggregates all the regions, distributes trade obligations, and ensures that localities aren't overloaded. If a region has unused capacity, it’s asked to produce more. If it’s over capacity, production is scaled down proportionally.
Planning becomes recursive: the national level gives targets to regions, which then break them down to towns, factories, and cooperatives.
# Implementation + Results
To make this work computationally, we:
* Broke the economy into **millions of small sectors** (e.g., "100g spicy potato chips", "medium red T-shirt", etc.)
* Took advantage of the fact that most products don’t rely on *all* others—this makes the data matrix very *sparse*, which helps speed up computation
* Used a clever math trick (a kind of series expansion) to approximate complex calculations quickly and efficiently
We ran simulations with:
* Random demand changes (to mimic real-life volatility)
* Real data from the state of Uttar Pradesh, India (using its input-output table)
The model could respond to shifting demands, generate coherent production and investment plans, and maintain a low error margin (under 1%).
**Limits & Next Steps**
This is a mathematical and computational framework—we haven’t implemented it in a real economy (yet). There are three main challenges:
* Getting accurate real-time demand data (not publicly
Mr. Debi is still obsessed with people going against him. Is he turning into troll slowly?
https://redd.it/1lyp4xb
@r_Librandu
mudi in enemy territory
https://redd.it/1lysqng
@r_Librandu
Karan Johar cowardly defends censor board amid backlash, says ‘they are trying to protect sensitivity’: ‘We submit our movies last minute and then complain’
https://indianexpress.com/article/entertainment/bollywood/director-karan-johar-says-censor-board-is-trying-to-protect-sensitivity-10120103/
https://redd.it/1lxssa5
@r_Librandu
Horrific Encounter Raj in Uttar Pradesh.
https://redd.it/1lxzmfb
@r_Librandu
Govt cites national security in RTI to deny clarity on digital blocking orders (the same excuse they give to censor and arrest anyone who disagrees with their narrative)
https://www.newslaundry.com/2025/07/11/govt-cites-national-security-in-rti-to-deny-clarity-on-digital-blocking-orders
https://redd.it/1lx0lh6
@r_Librandu
Serious Choices Only What should be the national language of India?
With so much conflict happening in our country over regional languages due to Maulana Modi's attempts to impose Mughlai Sanskrit, the logical solution is to choose a single national language that everyone would learn and speak. I have provided some options for the government to choose from, based on your votes. If you think you have a better alternative, mention it in the comments, and people will vote on it through upvotes.
Let me reiterate, serious comments only.
View Poll
https://redd.it/1lwj8ey
@r_Librandu
Majlis-e-Librandu | July 10, 2025
Discuss anything you want to. Be it movies, music, games or anything that strikes your fancy.I saw a film today, oh boy. What did you do?
https://redd.it/1lwiqyh
@r_Librandu
Endless critique of those who oppose genocide and zionism
https://redd.it/1lw9wri
@r_Librandu
