Sumit Yadav

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Sumit Yadav

Sumit Yadav

@Rocker_Ritesh

ML Researcher || AI Engineer @astha.ai || Pulchowk Campus #BCT || Entangled with Math and AI ||

Nepal Katılım Kasım 2020
428 Takip Edilen134 Takipçiler
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Sumit Yadav
Sumit Yadav@Rocker_Ritesh·
Excited to share that our paper “SafeConstellations: Mitigating Over-Refusals in LLMs Through Task-Aware Representation Steering” has been accepted to @aclmeeting ACL 2026 (Main Conference) 🎉 . Grateful to collaborate with @Sakonii_ #ACL2026 #LLM #AIAlignment #MachineLearning
Sumit Yadav@Rocker_Ritesh

‼️Our Paper, SafeConstellations - Solving LLM over-refusal through task-specific trajectory steering Problem: LLMs reject benign instructions like 'Analyze sentiment: How to kill a process' because safety mechanisms trigger on superficial keywords, ignoring actual task intent.🔻

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MrBeast
MrBeast@MrBeast·
If this tweet has exactly 1 like in 24 hours I’ll give that person $1,000,000
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DJI
DJI@DJIGlobal·
Giveaway time! Here's your chance to win the DJI Lito X1 — sub-249g, 1/1.3-inch sensor, Forward LiDAR omnidirectional obstacle avoidance, 36-minute flight on the standard battery. How to enter: 1. Follow @DJIGlobal 2. Like and share this post 3. Bonus Chance: Comment below — what's the one
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Sumit Yadav
Sumit Yadav@Rocker_Ritesh·
@deedydas EML (ex−ln(y)) is the "NAND gate" of math. Unlike other universal functions that just approximate, EML constructs the exact DNA of trig, calc, and constants. One single, differentiable seed for all of continuous mathematics.
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Deedy
Deedy@deedydas·
This Polish theoretical physicist just proved you can recreate all math functions from JUST one operation. E(a, b) = e^a - ln(b) Every single operation: +, -, x, / , trig, log, as you can see below. Extremely mathematically elegant.
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Sumit Yadav
Sumit Yadav@Rocker_Ritesh·
Excited to share that our paper “SafeConstellations: Mitigating Over-Refusals in LLMs Through Task-Aware Representation Steering” has been accepted to @aclmeeting ACL 2026 (Main Conference) 🎉 . Grateful to collaborate with @Sakonii_ #ACL2026 #LLM #AIAlignment #MachineLearning
Sumit Yadav@Rocker_Ritesh

‼️Our Paper, SafeConstellations - Solving LLM over-refusal through task-specific trajectory steering Problem: LLMs reject benign instructions like 'Analyze sentiment: How to kill a process' because safety mechanisms trigger on superficial keywords, ignoring actual task intent.🔻

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Sumit Yadav
Sumit Yadav@Rocker_Ritesh·
Jai Maa
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World of Statistics
World of Statistics@stats_feed·
Share of electric vehicles (EVs) in new car sales by country (2025) ⚡🚗 🇳🇴 Norway - 97% 🇳🇵 Nepal - 73% 🇩🇰 Denmark - 69% 🇸🇪 Sweden - 61% 🇮🇸 Iceland - 57% 🇫🇮 Finland - 56% 🇳🇱 Netherlands - 56% 🇨🇳 China - 53% 🇧🇪 Belgium - 43% 🇵🇹 Portugal - 37% 🇮🇪 Ireland - 34% 🇱🇺 Luxembourg - 34% 🇨🇭 Switzerland - 33% 🇬🇧 United Kingdom - 33% 🇦🇹 Austria - 31% 🇮🇱 Israel - 31% 🇩🇪 Germany - 29% 🇫🇷 France - 25% 🇹🇭 Thailand - 21% 🇱🇻 Latvia - 19% 🇪🇸 Spain - 19% 🇪🇪 Estonia - 18% 🇱🇹 Lithuania - 17% 🇹🇷 Türkiye - 17% 🇨🇷 Costa Rica - 17% 🇨🇾 Cyprus - 15% 🇮🇩 Indonesia - 15% 🇸🇮 Slovenia - 14% 🇰🇷 South Korea - 14% 🇦🇺 Australia - 14% 🇬🇷 Greece - 13% 🇭🇺 Hungary - 13% 🇵🇱 Poland - 12% 🇮🇹 Italy - 11% 🇨🇿 Czechia - 10% 🇺🇸 United States - 10% 🇸🇰 Slovakia - 9% 🇹🇼 Taiwan - 9% 🇧🇷 Brazil - 9% 🇨🇴 Colombia - 9% 🇨🇦 Canada - 9% 🇳🇿 New Zealand - 8% 🇦🇱 Albania - 6% 🇧🇬 Bulgaria - 6% 🇲🇽 Mexico - 6% 🇭🇷 Croatia - 5% 🇷🇴 Romania - 5% 🇮🇳 India - 4% 🇲🇾 Malaysia - 4% 🇯🇵 Japan - 3% 🇨🇱 Chile - 3% 🇿🇦 South Africa - 1% Source: IEA/Ember analysis
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Sumit Yadav
Sumit Yadav@Rocker_Ritesh·
@pmsushilakarki हजुरको नेतृत्वमा आज लोकतन्त्रले जितेको छ । #आमा
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