Rajmalhotrachd Profile Banner
Raj Malhotra Profile
Raj Malhotra

@Rajmalhotrachd

Followers
36K
Following
7K
Media
10K
Statuses
24K

Guiding UPSC aspirants since 22 years...groomed more than 2150 aspirants Retweets/Follow/Likes are not endorsements

Chandigarh, India
Joined May 2021
Don't wanna be here? Send us removal request.
@Rajmalhotrachd
Raj Malhotra
2 months
๐Ÿ‡ฎ๐Ÿ‡ณ From 1947โ€™s silenced dream to 2027โ€™s blazing ambition. When our India gained independence, who could have foreseen a land whose soul lay trampled, whose body was fractured, whose economy left in ruinsโ€ฆ rising to claim the mantle of the worldโ€™s leading economy, military titan
201
8
102
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿโœจ CLOSURE โ€” THE KALININGRAD FORMULA ๐Ÿง ๐Ÿ”’ Kaliningrad matters because it combines: ๐ŸŒŠ sea access + ๐Ÿง  time pressure + ๐Ÿ›ก๏ธ cost imposition + โ˜ข๏ธ nuclear ambiguity into a single compact strategic engine โš™๏ธ๐ŸŽฏ. ๐Ÿ”ฅ๐Ÿ“Œ #Kaliningrad #BalticSea #SuwalkiGap #NATO #A2AD #Deterrence
0
0
0
@drip_haus
DRiP ๐Ÿ’ง
4 days
We're partnering with @doodles to host an art challenge ( โ€ข -) โ€ข Doopies can smush together into objects as a way of avoiding danger or predators - make something made out of doopies for a chance to win! details โ†“
73
235
757
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿ‡ฎ๐Ÿ‡ณ๐Ÿง  WHY INDIA SHOULD CARE โ€” STRATEGIC LESSONS (NOT PARTISAN TAKES) ๐Ÿงญ๐Ÿ“Œ Kaliningrad offers India transferable insights ๐Ÿ‡ฎ๐Ÿ‡ณ๐Ÿง : ๐Ÿ”น Forward geography changes crisis dynamics ๐Ÿ—บ๏ธโš ๏ธ ๐Ÿ”น A2/AD is about cost-imposition, not magic walls ๐Ÿ›ก๏ธ๐Ÿ’ธ ๐Ÿ”น Narratives + logistics can decide
1
0
0
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿง ๐ŸงŠ WHAT KALININGRAD REALLY DOES โ€” THE 3 MASTER FUNCTIONS ๐ŸŽฏ๐Ÿ”‘ โœ… Deters NATO by raising costs ๐Ÿ›ก๏ธ๐Ÿ’ธ โœ… Coerces neighbours by compressing time โฑ๏ธ๐Ÿงจ โœ… Signals great-power resolve via forward posture ๐Ÿ“ฃ๐Ÿช– ๐Ÿ“Œ One-line summary ๐Ÿง ๐Ÿ“Œ: Kaliningrad is Russiaโ€™s โ€œforward bargaining
1
0
0
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿชœ๐Ÿ”ฅ ESCALATION LADDER โ€” โ€œSMALL INCIDENT, BIG WAR RISKโ€ ๐Ÿงจ๐Ÿ“ˆ In the Baltic theatre, escalation can be: ๐Ÿ”น fast โฑ๏ธโš ๏ธ ๐Ÿ”น accidental ๐ŸŽฒ๐Ÿ˜ฌ ๐Ÿ”น misread ๐Ÿง ๐Ÿชž because proximity collapses buffers ๐Ÿ—บ๏ธโฌ‡๏ธ. ๐Ÿ“Œ Danger โš ๏ธ๐Ÿ“Œ: When geography is tight, diplomacy must be tighter. ๐Ÿค๐Ÿ”’
1
0
0
@AaloAtomics
Aalo Atomics
3 days
Today the 'Aaloverse' showed up to celebrate a big win in the factory. Our first XMR modules -- our reactor lego blocks -- are officially shipping. Here's an inside look at how we make them:
4
22
96
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿงญโš”๏ธ NATO RESPONSE GEOMETRY โ€” WHY THIS EXCLAVE SHAPES FORCE DESIGN ๐Ÿ›ก๏ธ๐Ÿ“ Because Kaliningrad exists, NATO invests in: ๐Ÿ”น integrated air & missile defence ๐Ÿ›ก๏ธ๐Ÿ›ฐ๏ธ ๐Ÿ”น rapid reinforcement drills ๐Ÿš›โšก ๐Ÿ”น dispersed basing โœˆ๏ธ๐Ÿงฉ ๐Ÿ”น Baltic maritime presence ๐Ÿšข๐Ÿ›ก๏ธ ๐Ÿ“Œ Effect ๐ŸŽฏ๐Ÿ“Œ:
1
0
0
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿ“‰๐Ÿ’ณ SANCTIONS, TRADE, & POLITICAL SIGNALLING โ€” ECONOMICS AS STRATEGY ๐Ÿง ๐Ÿ’ฐ Kaliningrad is a theatre where: ๐Ÿ”น EU sanctions enforcement ๐Ÿšซ๐Ÿ‡ช๐Ÿ‡บ ๐Ÿ”น transit rules via Lithuania ๐Ÿ‡ฑ๐Ÿ‡น๐Ÿš› ๐Ÿ”น Russian retaliation narratives ๐Ÿ‡ท๐Ÿ‡บ๐Ÿ—ฃ๏ธ become strategic messaging ๐Ÿ“ฃ๐ŸŽฏ. ๐Ÿ“Œ Core point ๐Ÿง ๐Ÿ“Œ: In
1
0
1
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿšง๐Ÿ“ฆ EXCLAVE VULNERABILITY โ€” STRENGTH WITH A SUPPLY PROBLEM ๐Ÿ”’๐Ÿงฉ Kaliningrad is powerful โ€” but also vulnerable โš–๏ธโš ๏ธ: ๐Ÿ”น dependent on sea/air routes ๐ŸŒŠโœˆ๏ธ ๐Ÿ”น sensitive to sanctions & inspections ๐Ÿ’ณ๐Ÿšซ ๐Ÿ”น exposed in prolonged crisis โณ๐Ÿ”ฅ ๐Ÿ“Œ Strategic irony ๐Ÿง ๐Ÿ“Œ: The same
1
0
1
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿง ๐Ÿ•ณ๏ธ HYBRID WAR HUB โ€” โ€œPRESSURE WITHOUT FORMAL WARโ€ ๐ŸŽญโš ๏ธ Kaliningrad enables grey-zone operations ๐ŸŽญ๐Ÿง : ๐Ÿ”น cyber probing ๐Ÿ’ป๐Ÿ” ๐Ÿ”น GPS spoofing / EW disruption ๐Ÿ“ก๐ŸŒ€ ๐Ÿ”น disinformation narratives ๐Ÿ—ฃ๏ธ๐Ÿงจ ๐Ÿ”น migration/pressure politics via adjacent theatres ๐Ÿ‘ฅโš ๏ธ ๐Ÿ“Œ Hybrid essence
1
0
0
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿช“๐Ÿ›ฃ๏ธ THE SUWAลKI GAP โ€” NATOโ€™S MOST FAMOUS โ€œTHIN CORRIDORโ€ ๐Ÿšงโš ๏ธ Between Kaliningrad ๐Ÿ‡ท๐Ÿ‡บ๐Ÿงฉ and Belarus ๐Ÿ‡ง๐Ÿ‡พ๐Ÿงฉ lies the Suwaล‚ki Gap ๐Ÿ›ฃ๏ธโš ๏ธ โ€” a narrow land link connecting: โœ… Poland ๐Ÿ‡ต๐Ÿ‡ฑ to โœ… Lithuania ๐Ÿ‡ฑ๐Ÿ‡น and the Baltic states ๐Ÿ‡ช๐Ÿ‡ช๐Ÿ‡ฑ๐Ÿ‡ป๐Ÿ‡ฑ๐Ÿ‡น ๐Ÿ“Œ Geostrategic nightmare ๐Ÿ˜ฌ๐Ÿ“Œ: If pressured, it
1
0
0
@DexDesync
Dex Desync ๐Ÿ”Œ
3 hours
Alright! The wait is over. This Sunday 12/21 at 11am ET is The Ascent coop with @StellrV0id. Do you love Cyberpunk? Dystopian Worlds? Explosions!? Well buckle up because you will be in for one wild ride.
0
1
4
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿงจโ˜ข๏ธ THE NUCLEAR SHADOW โ€” DETERRENCE THROUGH AMBIGUITY ๐ŸŒ‘๐ŸŽฏ Kaliningradโ€™s significance spikes because it sits under nuclear ambiguity โ˜ข๏ธ๐ŸŒ‘: ๐Ÿ”น dual-capable signalling ๐ŸŽฏ๐Ÿงจ ๐Ÿ”น escalation management ๐Ÿชœโš ๏ธ ๐Ÿ”น coercive bargaining leverage ๐Ÿค๐Ÿ”ง ๐Ÿ“Œ Deterrence logic ๐Ÿง ๐Ÿ“Œ:
1
0
1
@Rajmalhotrachd
Raj Malhotra
6 hours
๐ŸŒŠโš“ BALTIC SEA CONTROL โ€” โ€œTHE SEA IS THE HIGHWAYโ€ ๐Ÿšข๐Ÿงญ Kaliningrad anchors Russiaโ€™s posture in the Baltic ๐ŸŒŠโš“ by threatening or shaping: ๐Ÿ”น NATO sea mobility ๐Ÿšข๐Ÿ›‘ ๐Ÿ”น maritime logistics ๐Ÿ“ฆโš“ ๐Ÿ”น undersea cables/pipelines ๐Ÿงต๐ŸŒŠโš ๏ธ ๐Ÿ”น chokepoints & shipping insurance risk ๐Ÿ“ˆ๐Ÿšข
1
0
0
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿ›ก๏ธ๐Ÿ›ฐ๏ธ โ€œA2/ADโ€ IN PRACTICE โ€” THE BUBBLE LOGIC ๐ŸŒซ๏ธ๐ŸŽฏ Kaliningrad is widely analysed as an Anti-Access/Area-Denial (A2/AD) node ๐Ÿ›ก๏ธ๐Ÿ›ฐ๏ธ: ๐Ÿ”น sensors ๐Ÿ‘๏ธ๐Ÿ“ก ๐Ÿ”น air defence ๐Ÿ›ก๏ธ๐Ÿ›ฉ๏ธ ๐Ÿ”น coastal defence ๐ŸŒŠ๐Ÿ›ก๏ธ ๐Ÿ”น electronic warfare ๐Ÿ“ถโš”๏ธ ๐Ÿ“Œ Meaning ๐Ÿง ๐Ÿ“Œ: Not โ€œtotal blockade,โ€ but โ€œraise the cost
1
0
0
@Rajmalhotrachd
Raj Malhotra
6 hours
๐ŸŽฏโฑ๏ธ THE TIME COMPRESSION EFFECT โ€” WHY NATO SWEATS THIS MAP ๐Ÿง โš ๏ธ Kaliningrad reduces warning time โฑ๏ธโฌ‡๏ธ and increases decision pressure ๐Ÿง ๐Ÿ”ฅ because forward-deployed assets can influence: ๐Ÿ”น airspace ๐Ÿ›ฉ๏ธโš ๏ธ ๐Ÿ”น sea lanes ๐Ÿšขโš ๏ธ ๐Ÿ”น reinforcement routes ๐Ÿš›โš ๏ธ within hours, not days
1
0
0
@speak
Speak
15 days
We just rebuilt one of the hardest parts of Speak: matching what learners say to the words on screen. Matching v2 combines ASR with a new phonetic model that understands the actual sounds users produce. Result: about 40% fewer false negatives and a much smoother learning
1
0
9
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿงฉ๐Ÿ—บ๏ธ WHAT EXACTLY IS KALININGRAD? โ€” GEOGRAPHY AS A WEAPON ๐Ÿงญโš”๏ธ โœ… Russian exclave ๐Ÿ‡ท๐Ÿ‡บ๐Ÿ”’ between Poland ๐Ÿ‡ต๐Ÿ‡ฑ๐Ÿ›ก๏ธ and Lithuania ๐Ÿ‡ฑ๐Ÿ‡น๐Ÿ›ก๏ธ โœ… On the Baltic Sea ๐ŸŒŠโš“ with direct maritime access ๐Ÿšขโœ… โœ… Separated from mainland Russia by NATO/EU territory ๐Ÿšง๐Ÿ‡ช๐Ÿ‡บ ๐Ÿ“Œ Key truth ๐Ÿง ๐Ÿ“Œ: Kaliningrad
1
0
0
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿงฒ๐ŸŒ #Kaliningrad | #Geostrategy | #BalticSecurity | #NATO | #Russia | #SuwalkiGap | #A2AD ๐Ÿ”ฅโœจ โ€œTHE SMALLEST PIECE OF LAND THAT CAN MOVE THE BIGGEST WARโ€ ๐Ÿง โšก Kaliningrad isnโ€™t just a Russian exclave. ๐Ÿ‡ท๐Ÿ‡บ๐Ÿงฉ It is a forward-placed military fuse ๐Ÿงจ๐ŸŽฏ, a geopolitical wedge ๐Ÿช“๐ŸŒ,
1
1
7
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿงตโœจ UPSC Micro-Revision Close (last 20 seconds before sleep) Cinema: Protect dissent + debate โ†’ democracyโ€™s oxygen. Taiwan: Deterrence signalling can stabilise or spiral. Nuclear: Clean base-load needs law + trust + capability. Rural jobs: design choices decide inclusion
0
0
0
@Rajmalhotrachd
Raj Malhotra
6 hours
๐Ÿงท Final โ€œMega-Linkingโ€ (The One Insight That Connects Everything) Across cinema wars, Taiwan arms signalling, nuclear reform, rural jobs redesign, green credits, AI dominance, and RELOS โ€” the hidden common thread is CONTROL vs TRUST: When institutions lose control, they often
1
0
1
@axonis22
Paul Buckingham
21 hours
Japanese, EDM by @suno and video by @grok
4
0
3
@Rajmalhotrachd
Raj Malhotra
6 hours
8) ๐Ÿคโš“โ„๏ธ Indiaโ€“Russia RELOS: Logistics Pact with Arctic + Indo-Pacific Shadow Verified update: Indiaโ€“Russia RELOS enables reciprocal logistics support (refuelling/repairs/replenishment) and is linked to broader strategic reach including the Arctic dimension. ๐Ÿงญ Why RELOS
1
0
0
@Rajmalhotrachd
Raj Malhotra
6 hours
7) ๐Ÿค–๐Ÿ’ธ โ€œAI Boom = Bubble?โ€ + โ€œChatbot Qualmsโ€: The New Political Economy of Compute The Hindu discussion frames the central question: are markets pricing real productivity or speculative hype; chip+data centre investment is massive; gains may take time and many bets will fail.
1
0
0
@Rajmalhotrachd
Raj Malhotra
6 hours
6) ๐Ÿ“ก๐ŸŒ€ Indiaโ€™s โ€œPolicy Signalling Problemโ€ โ€” Reforms by U-Turn (Economic Governance Core) Verified theme: frequent rollbacks weaken credibility; durable reforms historically worked when preceded by consultation and buy-in. ๐Ÿง  Why this is a GS2+GS3 super-topic Policy
1
0
1