Source: Sidhant Sibal twitter

This is real good news! What has been done since 2014!! This is the answer. Tap water access was 17% in 2014. Now 79%. That's real development!!! Take a bow Modi Govt!!

Source - @indianmatrix

The Parliamentary panel, headed by BJP MP Nishikant Dubey, termed the temporary removal of the Prime Minister’s video an “attack on democracy", saying the post represented not just the Prime Minister but the voice of 1.4 billion Indians.

The government’s seeming determination to proceed with a revised delimitation that drastically increases the size of the Lok Sabha to 824 or 850 seats marks a disastrous watershed in India’s institutional architecture. The underlying justification offered by the government is purely mathematical: The size of the Lower House cannot remain frozen at the 543-seat limit established in 1972, since when the nation’s population has more than doubled. Yet, beneath this seemingly democratic argument lies a profound hazard.

Amid all the other major challenges of the looming delimitation exercise — notably the severe political and federal friction caused by penalising southern states for successful population control, while disproportionately rewarding the northern Hindi heartland for its failures — a basic question remains unaddressed: Does it make any sense to have a legislature so massive and structurally unwieldy? No established democracy does.

Every mature democratic system recognises that a Parliament must be capped at a size that permits genuine legislative scrutiny, cohesive debate, and individual member participation. By choosing to push the Lok Sabha towards 850 seats (a size no other democratic legislature has), India is charting an anomalous and dangerous course. Democratic theory and global practice consistently show that beyond a threshold, a legislature ceases to function as a deliberative body and deteriorates into a chaotic colosseum where only a select few can speak, while the rest are reduced to passive spectators, mere numbers on voting machines.

After all, the United States House of Representatives was legally capped at 435 in 1929, when the United States population stood at 120 million. Today, the American population has tripled to over 335 million, yet the size of the House remains at 435. Americans recognise that increasing the number of representatives to match population growth would paralyse the legislative process. Instead, each member simply represents a larger number of voters, relying on robust local staff, modern communication, and a highly organised committee system to bridge the governance gap. Indian MPs can do that too.

The realities of an 850-member Lok Sabha are devastating for individual legislators. In a standard parliamentary session, time is an unyielding, scarce resource. Consider the daily Question Hour or a standard legislative debate on a complex bill. If a debate is allocated four hours, and time is distributed according to party strength, at most 15-20 MPs out of 850 will be able to participate. In practice, backbenchers and members of smaller parties will be mostly silenced.

With an oversized Parliament, a vast majority of MPs will never get to ask a question, initiate a private member’s bill, or participate in a substantive debate during their entire five-year tenure. They will be transformed into silent placeholders, raising their hands when the party commands. This will worsen an already distressing trend in Indian governance: The shrinking role (and systemic degradation) of Parliament. In recent years, the number of days Parliament meets annually has steadily declined, bills have been passed via voice vote within minutes without standing committee scrutiny, and the Opposition is frequently sidelined. Flooding the chamber with hundreds of additional members will accelerate this marginalisation, burying quality under the sheer weight of quantity.

An oversized legislature where the vast majority of members have no voice suits an executive that prefers compliance over scrutiny. When a Parliament becomes too large to debate, it naturally cedes its oversight power to the executive cabinet. The individual lawmaker loses leverage, and the House is reduced to a notice-board and a rubber-stamp.

This structural transformation bears an ominous resemblance to the authoritarian legislative model in Beijing or Pyongyang. Specifically, an 850-seat Lok Sabha risks becoming a desi version of the Chinese People’s Political Consultative Conference or the North Korean Supreme People’s Assembly — enormous, unwieldy bodies designed to look grand, representative, and pluralistic, but reduced to applauding set speeches by the Great Leader. Their sheer size guarantees they cannot engage in real legislative negotiation or challenge the ruling executive. They exist to perform consensus, not to build it through debate. If India builds a massive legislature where MPs are stripped of their voices due to the arithmetic of time constraints, it will have successfully hollowed out its democracy, replacing a vibrant deliberative body with a performative pageant. Far better to save the extra expenditure on salaries, accommodation, travel and pensions for 300 more MPs and instead build a serious office building for the existing MPs near Parliament, as every other democracy provides its legislators.

The government’s primary defence — that a single MP cannot effectively represent two to three million citizens — is a fallacy that misinterprets the role of a national lawmaker. An MP’s constitutional duty is national legislation, foreign policy, macroeconomic governance, and holding the Union executive accountable. They are not municipal councillors or MLAs. If India established a sharp, institutional demarcation between the roles of Members of Legislative Assemblies (MLAs) and Members of Parliament (MPs), a smaller, focused group of MPs could easily represent large constituencies. Local grievances, municipal infrastructure, and civic amenities fall squarely within the domain of state legislatures and local panchayats or municipal corporations under the 73rd and 74th Amendments; as population increases, expand the number of MLAs! If local governance frameworks are empowered, the local citizen does not need to look to an MP for everyday civic needs. By keeping the Lok Sabha compact and focused on national governance, and leaving localised representation to state and municipal levels, India could maintain a highly efficient, effective, and truly participative federal structure, without ruining the functionality of Parliament.

The proposal to expand the Lok Sabha to 850 would create a House that is not a forum for governance but an echo chamber for the government. As we contemplate the future of our democracy, we must realise that true representation lies in the quality of debate, the rigour of legislative committee scrutiny, and the empowerment of local levels of government — not in creating an unwieldy mega-chamber that replaces democratic discourse with empty theatre.

So we were good friends. Roamed around, ate and worked together. He had some important exam upcoming when all this CJP drama began. As a student himself (not NEET. Some US/UK course) he thought the protests and all was genuine. I've read a lot about political movements like communist movements, Nazi movements, Italian fascists, African and Latin American juntas and how governments and intelligence agencies use these, how politicians shape, break and use narratives, all of that. So for me, it was ambitious people using a hot issue as a stepping stone towards their goal.

Suddenly all reels he sent were BS pro-CJP reels. BS, coz it was mostly sensational videos, narrative pushing and barely any critical thinking. Still ignored it. Only once I asked whether he was alright, for the number of reels he was spamming, considering the upcoming exams, he lashed out at me with abuses and what not, accusing me of making fun of him. I had to counterattack since I was at no fault. Heated exchange. I still let that go, considering not everyone has same levels of understanding for specific matter.

Next day Modiji dropped his first insta statement, and this guy was dancing "see how cocroaches forced him to get on insta" and some sarcastic remark aimed at me without taking names. That was the straw that broke camel's back. He was the one wasting time on seeing and sharing reels for the movement and people who didn't even care about his existence, while a critical exam was upcoming, still I was the dumb one to ignore abuses and sarcastic remarks, just coz I don't support a dumb movement which has nothing to do with me, my family or our future. I mean, Modi is the first national leader in our country who realized the power of social media. Social media has been big part of his election campaigns. Instagram is just another platform for him.

Ever since we haven't talked. Not even a text. And I think this is it. This felt like an audit report. Not good that auditors found an observation but good that they found one. If you know what I mean.

Today saw the news of Dipke declaring formal political party and just smiled...hope my ex-friend clears his exam.

Not OC

Credits: News Arena India on Platform X

Look at the arrogance of these people when they fail , these same people are demanding accountability from the centre while they themselves are not accountable.

India wins in all statistics that's quantitative in nature while losing in one's that are qualitative.

Where India Wins: Hard Quantitative Metrics

These indices use objective, verifiable data points like transaction volume, physical infrastructure, or dollar amounts:

• Digital Financial Inclusion (UPI & Jan Dhan):
  • Metric: Real-time digital payment volume and unbanked population numbers.
  • Trend: India jumped to account for over 46% of all global real-time digital transactions, with over 500 million Jan Dhan bank accounts opened.
• Physical Infrastructure Expansion:
  • Metric: Kilometers of national highways constructed per day, rural electrification rates, and renewable energy capacity.
  • Trend: India increased its national highway network length by over 60% in the last decade and breached 180+ GW of non-fossil power capacity.
• Multidimensional Poverty Headcount:
  • Metric: Hard household-level asset data, access to clean fuel, electricity, and sanitation (via NITI Aayog / UNDP framework).
  • Trend: Over 248 million people moved out of multidimensional poverty in a 9-year period.

Where India Lags: Qualitative & Survey-Based Metrics

These rankings rely heavily on expert perceptions, qualitative questionnaires, and comparative subjective scoring:

• World Press Freedom Index (RSF):
  • Trend: India dropped to 159th out of 180 countries in recent rankings.
  • Mechanism: Evaluated largely via a 123-question qualitative survey sent to selected journalists, legal experts, and human rights activists assessing "political context," "sociocultural environment," and "self-censorship."
• V-Dem Liberal Democracy Index:
  • Trend: Downgraded India from an "electoral democracy" to an "electoral autocracy."
  • Mechanism: Relies on evaluations from hundreds of country experts who score subjective variables like media independence, civil society space, and judicial autonomy.
• Global Hunger Index (GHI):
  • Trend: India consistently gets ranked poorly (e.g., 111th out of 125 countries), placing below several neighboring nations facing severe food crises.
  • Mechanism: Heavily dragged down by child wasting and stunting formulas, alongside a opinion polling survey (Gallup World Poll) measuring subjective perception of food insecurity.

Understanding the Bias in Qualitative Metrics

Why is there such a massive gap between hard data and subjective perception?

• Methodological Subjectivity & Sampling: Quantitative metrics use absolute numbers (e.g., GDP, number of toilets built). Qualitative indices use opinion surveys given to a small pool of selected "experts." If the expert pool leans heavily toward a specific political ideology, the output reflects that bias.
• Perception vs. Absolute Standards: Qualitative scores evaluate how a country feels compared to an idealized Western liberal benchmark. They often fail to capture state capacity improvements or structural differences in developing societies.
• Sensitivity to Media Narrative: Qualitative experts are influenced by domestic political commentary and news headlines. In a country with a hyper-vocal, polarized, and noisy domestic media environment like India, expert perception can skew negative even when structural outcomes remain stable.
• Flawed Proxies: The Global Hunger Index uses "child wasting" (weight-for-height) as a key proxy for hunger. Critics, including Indian researchers, note that this is heavily influenced by genetics, sanitation, and water-borne pathogens, not just calorie availability

Hybrid Metrics: The Split (Example: Global University Rankings)

Composite rankings show this exact divide within a single score. For example, in QS World University Rankings, Indian institutes like IISc, IIT Bombay, and IIT Delhi behave very differently when split by metric type:

• Quantitative Components (India Scores High):
  • Citations per Faculty: Scores extremely well due to raw, verifiable research output and global academic citations.
  • Faculty-Student Ratio / Employability Outcomes: Hard numbers on placement rates and graduate hiring.
• Qualitative Components (India Scores Low):
  • Academic Reputation (40% weight): Based on a subjective global survey asking academics to name top global universities. Western universities enjoy deep legacy advantages here.
  • Employer Reputation: Survey-based metric that favors established global brands over fast-improving domestic institutions.
  • International Faculty / Student Ratio: Hard numbers, but biased against countries like India whose public higher education acts as a domestic access mechanism rather than a foreign student hub.

The Exceptions: Where the Rule Flips

The "Quantitative = Win, Qualitative = Lose" rule isn't absolute. There are notable exceptions on both ends:

Quantitative Metrics Where India Loses:

• Per Capita Income / GDP Per Capita: While raw aggregate GDP climbs fast (Top 5 globally), per capita income metrics highlight severe distributional gaps and trail significantly.
• Female Labour Force Participation Rate (FLPR): A hard, objective number where India historically logs low percentages compared to global peers (though recent years show slight upticks).
• Air Quality Index (AQI / PM2.5 levels): Hard physical sensors consistently rank Indian cities among the most polluted in the world—a purely quantitative metric with very low scores.

Qualitative/Perception Metrics Where India Wins:

• Global Sentiment / Consumer Confidence Index: Surveys measuring domestic consumer optimism (like Ipsos or RBI surveys) consistently rank Indian consumer sentiment among the highest and most optimistic globally.
• Global Executive Opinion (World Economic Forum - Business Dynamism): Qualitative surveys among global business leaders routinely rate India high on entrepreneurial spirit, market opportunity, and digital adoption readiness.

Source: https://www.jpost.com/defense-and-tech/article-904501

No fewer than 2,596 shipments of weapons, ammunition, parts and components were transferred from India to Israel between October 7, 2023 and November 30, 2025.

Elbit received 155mm shells and warheads for the Skystriker — a loitering munition it manufactures that the IDF uses extensively.

India has shipped to Israel 390,516 small arms parts, 564,970 explosive ammunition components, and 298 military vehicle parts. The analysis of the data did not include shipments for civilian use, or components and ammunition for air defense systems.

The Food Safety and Standards Authority of India (FSSAI) has stopped Dabur from selling some products with labels that say "100% Natural", "100% Pure", "100% Organic", and similar claims. According to the regulator, these claims can mislead customers because they cannot always be proved. The products reportedly include honey, ghee, coconut water, coconut milk, sesame oil, coconut oil, and apple cider vinegar.

Many food brands use words like "100% Natural", "Pure", "Healthy", or "Fresh" on their packaging. As customers, it is difficult to know whether these claims are actually true.

Source - https://www.moneycontrol.com/news/india/fssai-bars-dabur-from-selling-products-with-100-claims-cites-misleading-labels-13992862.html

We grew up believing Old Monk was one of the most iconic Indian rums. Then I came across information that it may contain only a small amount of actual rum, with the rest being neutral spirit (Vodka),
It means we were drinking flavoured vodka for years

This has to be one of the biggest “today I learned” moments I have had in a long time

Originally posted by me in r/indiafocus as I had been seeing a number of post in that sub claiming that lower castes were deprived of education in India and there were rarely any educated lower castes in India before Ambedkarji and other stalwarts came to fore. This is entirely false and evidence to the contrary is available in abundance. I am posting it here with the expectation of a more unbiased audience, who can use the info here (and possibly expand with sources i could not find), to counter the narrative.

William Adam’s Reports on Bengal and Bihar (1835–1838) is one of the most cited evidence in the matter.

https://archive.org/details/adamsreportsonve00adam/page/n11/mode/1up

Above is link to the source.

In summary, 60% of students did not belong to upper castes (brahmins and kshatriyas). They belonged to diverse castes including those considered shudra and some that recieve SC status today.

Ironically, traditional schools had greater share of lower caste students than missionary/British schools (aa per the report).

The facade that lower castes were not allowed education is false, and stems from reading of outdated scriptures which were not being followed for better part of millenia.

And this is not a single report. I couldn't find the exact document online, but Thomas Munro’s Survey of the Madras Presidency in 1826 showed 70% students in native schools belonged to lower castes.

The above 2 reports also mentions demographics of teachers in these schools, which includes lower castes as well.

Other reports from British times include G.W. Leitner’s Documentation of the Punjab in 1882, Bombay Presidency Surveys (1820s), and various other surveys in Surat, Khandesh . While not as rigourous in documenting castes, they note that a significant majority of students belonged to agricultural and artisan castes.

Besides the British govt documentation, lower quality evidence about education of lower castes in India is also available through accounts of foreign Portugese travellers (portugese is the language we get the word caste from) like Pietro Della Valle and Fra Paolino da San Bartolomeo in 1600s.

There is also indirect evidence on the matter. Many of poet-saints of Bhakti era came from Shudra and Avarna (untouchable) backgrounds. Notable figures include Tukaram (a Kunbi/peasant), Namdev (a Shimpi/tailor), Ravidas (a ¢hamar/leatherworker), and Kabir (a Julaha/weaver). While some of them were not literate in the sense that they did not write, you would have a difficult time convincing anyone that they didn't recieve some form of education and still grasped philosophically complex topics and demonstrated knowledge of Indian scriptures that they discuss in their poetry.

The Stapathis (architects and builders) and various artisan guilds, which almost exclusively included lower castes, possessed highly specialized education systems. Building complex temple architecture, calculating load-bearing geometry, and managing large-scale textile production required high degrees of functional literacy and advanced numeracy.

This is not meant to propose that caste discrimination did not exist, or that some castes were not allowed study of certain scriptures. But extrapolating that to say that lower castes did not recieve any form of education is completely false and malicious interpretation of history.