Corrections & Editorial Standards

Last updated: March 15, 2026

bharath.ai is committed to accuracy, transparency, and editorial excellence in all our coverage of India's AI landscape, AI policy, AI markets, AI infrastructure, and AI-adjacent sectors. This page outlines our editorial standards, how we create content, our corrections policy, and our approach to AI-powered journalism.

1. Editorial Standards

Content Creation Process

All content on bharath.ai follows a rigorous editorial workflow combining artificial intelligence analysis with human expert oversight:

Sourcing Methodology

Our content is built on authoritative, verifiable sources including:

Government Sources: Press Information Bureau (PIB), Ministry of Electronics and Information Technology (MeitY), Ministry of External Affairs
Financial Markets: National Stock Exchange (NSE), BSE India, RBI monetary policy statements, SEBI regulations
Sports Data: ESPNcricinfo, cricket official statistics, IPL data sources
Market Intelligence: Sacnilk, financial newswire services, corporate earnings reports
AI & Tech Research: Stanford AI Index, AI safety publications, leading AI research institutions
Academic & Independent Research: Published research papers, peer-reviewed studies, independent analysis

Verification Process

We employ multiple verification steps to ensure accuracy:

2. Corrections Policy

How to Report an Error

We welcome corrections from readers, experts, and fact-checkers. If you identify an error in our reporting, please contact us immediately with:

Correction Timeline

We aim to correct errors promptly upon verification:

Correction Transparency

All corrections are handled with transparency:

Note on Predictions: Predictions, forecasts, and forward-looking statements are inherently uncertain. We clearly distinguish between factual reporting and predictive analysis. Corrections apply to factual errors, not to forecasts that prove inaccurate.

Public Corrections Ledger

All material corrections are logged here with full transparency. Last updated: March 16, 2026. 72 corrections logged.

ID Date Page Original Claim Corrected To Reason Source
COR-001 2026-03-11 About, All pages 73% GenAI Adoption (IBM) 92% GenAI Adoption (BCG 2025) Superseded metric; BCG 2025 survey is more current and authoritative BCG 2025
COR-002 2026-03-11 All pages $68.75B / $68B combined summit pledges $67.5B independently verified (Amazon $35B + Microsoft $17.5B + Google $15B) Math error and scope drift; corrected to Reuters-verified India-specific total only Reuters
COR-003 2026-03-11 All pages (masthead) Free K-12 AI Education Free AI Education · Grades 8–12 AICI product scope is Grades 8-12, not K-12 AICI
COR-004 2026-03-11 About 22 Languages Served / Every scheduled language 22 Languages Targeted (BharatGen roadmap — June 2026) Full 22-language coverage is a June 2026 roadmap target, not current completion Parliamentary Q&A
COR-005 2026-03-11 All pillar pages Homepage-derived content blocks (news, entertainment, cricket, scoreboard, predictions, investments, markets) present inside all 13 pillar HTML files as hidden but indexable pg divs All 19 non-native pg divs stripped to empty stubs; 20+ non-native render calls removed; each pillar page now contains only its own section content. Average page size reduced 34% (462KB → 305KB). Originally filed prematurely on Mar 11; re-verified and confirmed fixed on Mar 11 after full architectural strip. SPA template reuse duplicated entire site content across every pillar URL, creating SEO content dilution, bandwidth waste, and architectural credibility failure Internal architecture review + v4 live audit
COR-006 2026-03-11 Wire items (all pages) $68B combined (Inc42 source label) $67.5B independently verified (Reuters source label and URL) Source label mismatched URL; investment figure used blurred scope Reuters
COR-007 2026-03-11 Investment Tracker (homepage + investments page) Hero stat cards showed "$100B Global Tech Committed" using unverified Microsoft $50B figure alongside "$240B+ Total Summit Pledges" and "$438B 2030 Projection" at equal visual weight to verified data. Reliance listed as "Committed" despite being unverified summit announcement. Hero cards restructured into 3 truth tiers: (1) $67.5B Independently Verified (green), (2) ~$210B Reported/Awaiting Verification (orange), (3) $438B Market Projection/Not a Pledge (grey). Reliance status changed from "Committed" to "Reported." All figures now match Verification Ledger. Original $100B card conflated verified ($67.5B per Reuters) with unverified Microsoft $50B figure. Scope mixing undermined investment truth architecture. Reuters + v4 audit
COR-008 2026-03-13 Cricket Lab (74 match pages) Placeholder squad names ("RCB Opener 1", "CSK Middle Order") on 19 early match pages; stale captains (Faf du Plessis for RCB, no Hardik Pandya for MI) All 74 non-playoff pages rebuilt with verified squads from canonical registry. Rajat Patidar (RCB captain) in 16/16 files; Hardik Pandya (MI) in 14/14 files. Original pages generated from pre-auction data without squad verification ESPNcricinfo / BCCI
COR-009 2026-03-13 Navigation (all 15 root pages) Primary nav linked to 5 thin/incomplete pages: Rankings, Predictions, Entertainment, Startups, Language AI Removed from primary navigation. noindex added to stubs. Preflight CHECK 14 prevents re-addition. No nav-level acceptance test existed; pages published without content gate Internal audit + preflight enforcement
COR-010 2026-03-15 IPL Hub (/ipl/2026) Hub MATCHES array contained 78 stale slugs from pre-BCCI schedule — root cause of entire stale route universe Hub rebuilt as control plane with canonical slugs from canonical_truth.json. OFFICIAL / PROVISIONAL / PLAYOFF phase badges. 15 x 301 redirects for legacy aliases. Hub array was never validated against actual file inventory or BCCI schedule IPL T20 Official
COR-011 2026-03-15 sitemap.xml 20 stale URLs from old schedule in sitemap — poisoning search crawl Rebuilt to 111 canonical URLs from file inventory. Zero stale slugs. Preflight CHECK 24 enforces. Sitemap never validated against actual files on disk Internal file inventory audit
COR-012 2026-03-15 All pages (source labels) "Bloomberg / CNBC / TechCrunch" as single hyperlink implied equal sourcing from 3 publishers Split into separate links (homepage hero) and clarified to "Primary (citing Secondary)" format across 15 pages Source label bundled multiple publishers under single URL External audit finding F004
COR-013 2026-03-15 78 match pages ("More Matches") "More Matches" cross-links showed old team pairings and pointed to stale aliases All 78 pages rebuilt: related matches now generated from canonical registry with correct team names, slugs, and dates Cross-link blocks were not regenerated when hub and routes were canonicalized External audit (live page sample)
COR-014 2026-03-15 16 IPL files RCB captain Rajat Patidar added to all match pages Was completely missing. Faf du Plessis (stale) removed. RCB captain Rajat Patidar added to all match pages Internal audit
COR-015 2026-03-15 14 IPL files MI captain Hardik Pandya added to all match pages Was completely missing from all MI match files. MI captain Hardik Pandya added to all match pages Internal audit
COR-016 2026-03-15 74 IPL files 19 pages had placeholder player names replaced with real squads All 10 teams fixed from canonical_truth.json. 19 pages had placeholder player names replaced with real squads Internal audit
COR-017 2026-03-15 15 root files Rankings/Predictions/Entertainment removed from primary nav Pages too thin for nav per external audit. noindexed. Rankings/Predictions/Entertainment removed from primary nav Internal audit
COR-018 2026-03-15 archive.html Archive placeholder removed + historical banner added Was contradicting itself: "under development" above real articles. Archive placeholder removed + historical banner added Internal audit
COR-019 2026-03-15 .git/hooks/pre-commit Pre-commit hook upgraded v3→v4 with Gate 0: Ledger Enforcement Ledger was repeatedly missed in commits. Now machine-blocked. Pre-commit hook upgraded v3→v4 with Gate 0: Ledger Enforcement Internal audit
COR-020 2026-03-15 58 IPL files 54 Phase 2 pages: exact dates removed, "Date TBA" inserted, Provisional Scenario banner added Truth contract breach: TBA + exact dates. 982 date replacements, 58 time replacements. 54 Phase 2 pages: exact dates removed, "Date TBA" inserted, Provisional Scenario banner added Internal audit
COR-021 2026-03-15 54 IPL files 179 broken match links fixed across 54 files (15 unique broken URLs) Route graph was broken — prev/next links pointed to 404s. 179 broken match links fixed across 54 files (15 unique broken URLs) Internal audit
COR-022 2026-03-15 preflight.js Preflight CHECK 17 (Route Graph) + CHECK 18 (Phase 2 Dates) added Systemic prevention: these issues can never reach production again. Preflight CHECK 17 (Route Graph) + CHECK 18 (Phase 2 Dates) added Internal audit
COR-023 2026-03-15 H2H arithmetic fixed: 24 stat corrections across match files (card values now match receipt-stat source) Audit found stat-card vs receipt mismatches. CHECK 20 now prevents recurrence. H2H arithmetic fixed: 24 stat corrections across match files (card values now match receipt-stat source) Internal audit
COR-024 2026-03-15 4 playoff files fixed: TBD teams had fabricated H2H data → zeroed (cards + receipts) Playoff pages showed H2H for teams not yet determined. Integrity violation. 4 playoff files fixed: TBD teams had fabricated H2H data → zeroed (cards + receipts) Internal audit
COR-025 2026-03-15 Venue data corrected: 5 canonical_truth.json fixes (Match 3,4,13,16,17) + 2 HTML updates Guwahati/Mullanpur venues were wrong. Verified against Reuters/BCCI official schedule. Venue data corrected: 5 canonical_truth.json fixes (Match 3,4,13,16,17) + 2 HTML updates Internal audit
COR-026 2026-03-15 2 legacy stale files removed from git tracking (rr-vs-srh-match-9, srh-vs-pbks-match-14) Split-brain route universe: old files coexisted with correct canonical routes. 2 legacy stale files removed from git tracking (rr-vs-srh-match-9, srh-vs-pbks-match-14) Internal audit
COR-027 2026-03-15 Preflight CHECK 19 (Phase 1 Completeness), CHECK 20 (H2H Arithmetic), CHECK 21 (Venue Truth), CHECK 22 (Duplicate Detection) added Systemic: 6 new zero-trust gates prevent all reaudit findings from recurring. Preflight CHECK 19 (Phase 1 Completeness), CHECK 20 (H2H Arithmetic), CHECK 21 (Venue Truth), CHECK 22 (Duplicate Detection) added Internal audit
COR-028 2026-03-15 Methodology page updated: "10 carefully selected" → 3-tier system (20 Official + 54 Provisional + 4 Playoff) Methodology described a system that no longer existed. Methodology page updated: "10 carefully selected" → 3-tier system (20 Official + 54 Provisional + 4 Playoff) Internal audit
COR-029 2026-03-15 cricket-lab.html hero stat: "10 Deep Analyses" → "78 Match Pages (20 Official · 54 Provisional · 4 Playoff)" Landing page misrepresented site scope. JS override decoupled (matchCount vs ckEditorialCount). cricket-lab.html hero stat: "10 Deep Analyses" → "78 Match Pages (20 Official · 54 Provisional · 4 Playoff)" Internal audit
COR-030 2026-03-15 Pre-commit Gate 0 ledger enforcement tested and operational (v4) Zero-trust: HTML/data commits without ledger are now machine-blocked. Pre-commit Gate 0 ledger enforcement tested and operational (v4) Internal audit
COR-031 2026-03-15 vercel.json: 15 x 301 redirects for all known stale legacy routes → canonical equivalents Stale routes 404 but search engines may cache. 301 permanently redirects and purges index. vercel.json: 15 x 301 redirects for all known stale legacy routes → canonical equivalents Internal audit
COR-032 2026-03-15 Hub index.html MATCHES array: replaced 78 stale slugs with canonical routes from canonical_truth.json Hub was THE source of stale route universe — every match card linked to old wrong schedule. Hub index.html MATCHES array: replaced 78 stale slugs with canonical routes from canonical_truth.json Internal audit
COR-033 2026-03-15 Hub rebuilt as control plane: OFFICIAL/PROVISIONAL/PLAYOFF badges, venue display, phase separators Auditor finding: hub was thin count page, not a governed route registry. Hub rebuilt as control plane: OFFICIAL/PROVISIONAL/PLAYOFF badges, venue display, phase separators Internal audit
COR-034 2026-03-15 Semantic QA: 4 venue/home-team contradictions fixed (CSK "home mastery" at Kolkata/Delhi/Bengaluru, RCB "home crowd" at Ahmedabad) Generated copy had venue-agnostic boilerplate — now context-specific. Semantic QA: 4 venue/home-team contradictions fixed (CSK "home mastery" at Kolkata/Delhi/Bengaluru, RCB "home crowd" at Ahmedabad) Internal audit
COR-035 2026-03-15 preflight CHECK 23: Hub Route-Slug Truth Gate — every slug in hub MATCHES must resolve to file on disk Systemic: hub stale route problem can never recur. preflight CHECK 23: Hub Route-Slug Truth Gate — every slug in hub MATCHES must resolve to file on disk Internal audit
COR-036 2026-03-15 /ipl/2026/index.html Hub was ROOT CAUSE of stale route universe 78 stale slugs in MATCHES array (old schedule) → 78 canonical slugs from canonical_truth.json with phase badges Hub was ROOT CAUSE of stale route universe Internal audit
COR-037 2026-03-15 sitemap.xml Sitemap never validated against actual files on disk 20 stale URLs from old IPL schedule → 111 canonical URLs from file inventory Sitemap never validated against actual files on disk Internal audit
COR-038 2026-03-15 BHARATH_AI_LEDGER.xlsx openpyxl writes not validated against ledger schema F043-F046 column-shifted/malformed rows → Schema-correct rows with proper field alignment openpyxl writes not validated against ledger schema Internal audit
COR-039 2026-03-15 index.html Source label bundled 3 publishers under 1 URL "Bloomberg / CNBC / TechCrunch" single link → Three separate links to Bloomberg, CNBC, TechCrunch Source label bundled 3 publishers under 1 URL Internal audit
COR-040 2026-03-15 investments.html + 11 pages Typo: India AI Summit was Feb 2026 not 2025 "Reuters Feb 2025" in Google row → "Reuters Feb 2026" Typo: India AI Summit was Feb 2026 not 2025 Internal audit
COR-041 2026-03-15 15 HTML pages Source attribution ambiguity sr labels "A / B / C" implying equal sourcing → sr labels "A (citing B, C)" clarifying primary source Source attribution ambiguity Internal audit
COR-042 2026-03-15 78 match pages Cross-link blocks never updated when routes canonicalized "More Matches" showed old team pairings + stale alias hrefs → All 78 pages: related matches rebuilt from canonical registry with correct teams/slugs/dates Cross-link blocks never updated when routes canonicalized Internal audit
COR-043 2026-03-16 Homepage / Cricket Card 7 (SKY Captaincy) India vs South Africa T20I series result inverted "Lost 1-3 in a tough away assignment" → "Won 3-1 in a dominant away display" (India won SA series 3-1, Nov 2024) Factual error — series result inverted Cross-verification audit (ESPNcricinfo)
COR-044 2026-03-16 Homepage / Cricket Card 7 (SKY Captaincy) India vs England T20I series scoreline wrong "Won 3-2 at home in a closely fought series" → "Won 4-1 at home in a convincing series" (India won 4-1, Jan 2025) Factual error — wrong scoreline Cross-verification audit (ESPNcricinfo)
COR-045 2026-03-16 Homepage / Cricket Card 2 (Bumrah Economy) Bumrah ICC T20I ranking wrong "Bumrah sits at 18th for bowlers" → "Bumrah sits at 8th for bowlers" (ICC T20I rankings Feb 2026) Factual error — ranking off by 10 positions Cross-verification audit (ICC rankings)
COR-046 2026-03-16 Homepage / Cricket Card 10 (T20 WC 2026) T20 World Cup 2026 dates completely wrong "February 7 to March 8" → "February 7 to March 8" (ICC official schedule) Factual error — wrong month entirely Cross-verification audit (ICC T20WC schedule)
COR-047 2026-03-16 Rankings SSR / Box Office table Box office rankings sorted incorrectly Stree 2 (₹857Cr) was #5 below BB3 (₹411Cr) at #4 → Corrected sort: Pushpa 2, Stree 2, BB3, War 2, Singham Again Sort order error — higher grossing film ranked lower Cross-verification audit (Sacnilk)
COR-048 2026-03-16 Rankings SSR / AI Startups table Krutrim and Ola Krutrim listed as separate entities; Fractal Analytics valuation stale Merged Krutrim/Ola Krutrim into single entry; Fractal $600M → $1.6B (post-IPO); Sarvam AI $200M+ → $54M raised (actual funding); removed duplicate, added Gnani.ai Duplicate entry + stale valuation Cross-verification audit (Crunchbase, BSE)
COR-049 2026-03-16 Rankings SSR / Companies table HDFC Bank market cap understated ₹13.1L Cr → ₹14.5L Cr (NSE/BSE data March 2026) Stale market data Cross-verification audit (NSE/BSE)
COR-050 2026-03-16 Homepage / Cricket Card 2 (Bumrah Economy) Bumrah ICC ranking stale after T20 WC "8th for bowlers" → "6th for bowlers" (post-T20 WC 2026 rankings update) Stale ranking — WC moved him up Cross-verification round 2 (ICC rankings)
COR-051 2026-03-16 Predictions / EdTech Pratham reach inflated 833x "5M students" → "thousands of students (pilot scaling)" Hallucinated scale — actual Pratham-Anthropic pilot ~6K-15K Full-payload verification (web search)
COR-052 2026-03-16 Predictions / Agriculture Microsoft AI Sowing App reach inflated 1000x "3M farmers" → "~3,000 farmers (ICRISAT pilot)" Hallucinated scale — actual ICRISAT pilot ~3K farmers Full-payload verification (web search)
COR-053 2026-03-16 Predictions / Corporate AI TCS AI revenue understated 4x "₹3,200 Cr" → "~₹12,500 Cr ($1.5B)" Wrong order of magnitude from TCS earnings Full-payload verification (TCS Q2 FY2026 results)
COR-054 2026-03-16 Predictions / Healthcare AI diagnostics CAGR overstated "42% CAGR" → "~25% CAGR (23-27% range)" Grand View Research shows 23-27% not 42% Full-payload verification (Grand View Research)
COR-055 2026-03-16 Predictions / Gaming Gaming downloads overstated "9.5B in 2025" → "8.45B in FY 2024-25" Sensor Tower/Lumikai actual: 8.45B Full-payload verification (AD Gully/Lumikai)
COR-056 2026-03-16 Predictions / Economy CPI figure was food-only, not overall "CPI 2.1%" → "overall CPI 2.75%, food CPI 2.1%" 2.1% is food CPI only; overall is 2.75% Full-payload verification (MoSPI data)
COR-057 2026-03-16 Predictions + CK Card / T20 WC T20 WC venue count wrong "9 Indian venues" → "5 Indian venues + 2 Sri Lankan" ICC official site lists 5 Indian + 2 SL venues Full-payload verification (ICC website)
COR-058 2026-03-16 ENT Movies / Dhurandhar Box office massively understated "₹853Cr WW" → "₹1,350Cr WW" Bollywood Hungama/Variety confirmed ₹1,350Cr Full-payload verification (Bollywood Hungama)
COR-059 2026-03-16 ENT Movies / Chhaava Box office understated "₹797Cr WW" → "₹827Cr WW" Koimoi closing collection confirmed ₹827Cr Full-payload verification (Koimoi)
COR-060 2026-03-16 ENT Movies / Border 2 Box office understated "₹441Cr WW" → "₹485Cr WW" Pinkvilla confirmed ₹484.81Cr Full-payload verification (Pinkvilla)
COR-061 2026-03-16 ENT Movies / War 2 Internal inconsistency — India net shown as WW gross "₹303Cr WW" → "₹371Cr WW" (aligns with predictions + registry) ₹303Cr was India net only; WW gross is ₹371Cr (Sacnilk) Full-payload verification (Sacnilk/Koimoi)
COR-062 2026-03-16 ENT Movies / Mardaani 3 Box office understated "₹66.6Cr WW" → "₹75Cr WW" Pinkvilla confirmed ₹75Cr Full-payload verification (Pinkvilla)
COR-063 2026-03-16 ENT Movies / O Romeo Box office massively understated "₹51.2Cr WW" → "₹120Cr WW" Koimoi confirmed crossed ₹100Cr milestone Full-payload verification (Koimoi)
COR-064 2026-03-16 CK Card / SKY Captaincy chart Chart bar labels inverted vs card text "vs SA (L 1-3)" → "vs SA (W 3-1)", "vs ENG (W 3-2)" → "vs ENG (W 4-1)" Chart contradicted its own card body text Full-payload verification (internal consistency)
COR-065 2026-03-16 ENT Songs / Raanjhan Streaming count outdated "246M+ streams" → "300M+ streams" Spotify shows 300M+ as of March 2026 Full-payload verification (Spotify)
COR-066 2026-03-16 ENT TV + Web Series / Panchayat S4 Inconsistent rating between TV and web series arrays Web series "IMDb: 8.0" → "IMDb: 9.0" (matches TV array) Internal inconsistency — same show, different ratings Full-payload verification (IMDb)
COR-067 2026-03-16 Markets / Nifty 50 Card CPI inflation stated as "2.1% Jan 2026" — that is food CPI only "CPI inflation 2.1%" → "CPI inflation 2.75% (food CPI 2.1%)" Overall CPI was 2.75%; 2.1% was food component only (MoSPI) Cross-check audit (MoSPI data)
COR-068 2026-03-16 Markets / Nifty IT Methodology TCS AI revenue stated as "₹3,200Cr" — outdated/wrong figure "TCS AI revenue ₹3,200Cr" → "TCS AI revenue ~$1.5B (₹12,500Cr)" TCS FY2025 investor disclosures report ~$1.5B AI-related revenue Cross-check audit (TCS earnings)
COR-069 2026-03-16 Cricket Cards + CK Array / T20 WC 2026 "9 Indian venues" and "9+2 Venues" — ICC lists only 5 Indian venues "9 Indian venues" → "5 Indian venues", "9+2" → "5+2" ICC T20 WC 2026 schedule lists 5 Indian + 2 Sri Lanka venues Cross-check audit (ICC schedule)
COR-070 2026-03-16 MKT JS Array / Nifty 50 JS array said "inflation 2.1%" without food qualifier — contradicts HTML section "inflation 2.1%" → "CPI 2.75% (food 2.1%)" Overall CPI 2.75%; 2.1% is food component only (MoSPI) Cross-check audit round 2 (MKT array vs HTML) COR-071 2026-03-16 T20 WC 2026 / CK[] stat tile Stat tile said "5+2" venues (5 India + 2 Sri Lanka) — actual count is 5+3 (3 SL venues: Premadasa, SSC Colombo, Pallekele Kandy) "5+2" → "5+3" across 10 root pages ICC official schedule confirms 3 Sri Lankan venues Atomic inventory web-verification (ICC, Wikipedia, ESPNcricinfo) COR-072 2026-03-16 T20 WC 2026 / CK[] full text Text said "Colombo and Hambantota" — actual SL venues are Colombo (Premadasa + SSC) and Kandy (Pallekele). Hambantota was NOT used. "Colombo and Hambantota" → "Colombo (Premadasa, SSC) and Kandy (Pallekele)" across 10 root pages + cricket.json ICC official venue list, Wikipedia, ESPNcricinfo Atomic inventory web-verification

Last synced from BHARATH_AI_LEDGER.xlsx: March 16, 2026. 72 corrections logged.

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4. Methodology & Predictions

How We Create Predictions

bharath.ai publishes predictive analysis and forecasts on markets, elections, AI trends, and economic indicators. Our prediction methodology includes:

Confidence Levels Explained

When we publish predictions, we provide confidence level indicators:

Investment Disclaimer: All financial forecasts, market predictions, and investment-related analysis on bharath.ai are for informational purposes only. We are not providing investment advice. Predictions may not come true. Do not make investment decisions based solely on our content. Consult with a qualified financial advisor for personalized investment advice.

Market Forecast Methodology

For financial market forecasts, we use:

Market forecasts are updated regularly as new information becomes available and should not be treated as fixed predictions.

5. AI Transparency

AI-Generated Content Disclosure

bharath.ai uses artificial intelligence extensively in our content creation process. Here's how we approach AI transparency:

AI Limitations We Acknowledge

We are transparent about limitations of AI in our workflow:

Our Commitment to Human Oversight

While bharath.ai embraces AI efficiency and scale, we maintain human editorial judgment at every level:

AI-Powered, Human-Verified: bharath.ai is AI-powered journalism with human editorial oversight. We use AI for efficiency and scale, but humans ensure accuracy, context, and integrity.

6. Our Sources

Primary Information Sources

bharath.ai relies on these authoritative primary sources:

Government & Policy

Press Information Bureau (PIB): Official government press releases and statements
Ministry of Electronics and Information Technology (MeitY): AI policy, digital infrastructure, tech regulations
Ministry of External Affairs: International relations and trade policy
Reserve Bank of India (RBI): Monetary policy, interest rates, financial regulations
Ministry of Finance: Budget announcements, economic policy, tax updates

Financial Markets

National Stock Exchange (NSE): Stock data, indices, listed company information
BSE India: Securities exchange data and corporate filings
SEBI (Securities and Exchange Board of India): Regulatory filings and market regulations
Company Filings: Quarterly results, annual reports, regulatory disclosures

Sports & Entertainment

ESPNcricinfo: Cricket statistics, match data, player information
IPL Official Sources: IPL auction data, match schedules, official results
Cricket Development Council (ICC): International cricket statistics

Market Intelligence

Sacnilk: Market data and financial intelligence
Financial Newswires: Bloomberg, Reuters, and news agencies for real-time market information
Analyst Reports: Published research from financial analysts and investment firms

AI & Technology Research

Stanford AI Index: Comprehensive AI research and trends analysis
AI Safety Organizations: Research on AI governance and safety
Academic Institutions: Published research from leading universities and research centers
Tech Industry Reports: Research from major technology companies and analyst firms

Independent & Academic Sources

Peer-Reviewed Research: Published academic papers in reputable journals
Think Tank Research: Independent analysis from research organizations
News Agencies: Reputable Indian and international news organizations

7. Editorial Independence

bharath.ai maintains editorial independence in our coverage. We are not owned by or affiliated with any political party, government agency, or corporate interest. Our editorial decisions are made independently based on journalistic merit and public interest.

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Corrections Requests from Subjects

If someone mentioned in our reporting requests a correction, we evaluate the request on journalistic merit. We may correct factual errors even if they are favorable to the correction-requester. However, we do not delete or alter accurate reporting based on pressure or requests from subjects, even if they disagree with our framing or context.

8. Contact & Further Questions

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9. Updates to This Page

bharath.ai reserves the right to modify our editorial standards and policies as our practice evolves. Updates will be reflected on this page with the "Last updated" date changed. Material changes will be highlighted and may be communicated via email to newsletter subscribers.

This Corrections & Editorial Standards page reflects our commitment to transparent, accurate, AI-powered journalism with human editorial oversight. We take our responsibility to readers seriously and welcome your feedback on how we can improve.