🇮🇳MurugaV🇮🇳

Founder, GenerativeAI startup.
Designer, Innovator, Chennai.
RT/LK≠Endorsements

[🇮🇳MurugaV🇮🇳 @muruga86]

Elon Musk's SpaceX and India's Airtel signs MOU to bring Starlink satellite internet service to India. Mobile satellite internet service will kick start soon!!

[Antid @antisadh]

AN AMD ENGINEER SHIPS A PALM-SIZED MINI PC THAT RUNS 235B MODELS FOR $9/MONTH AND KILLS A $200/MONTH OPENAI OR CLAUDE CODE SUB

at CES 2026 in las vegas, AMD CEO lisa su walked on stage with a small black box behind her, not a server, not a data center render, a mini PC the size of a hardcover book

a few months later in shanghai she walked up to that same device and signed it with her name, the box is the gmktec EVO-X2, $1,700 once, AMD ryzen AI max+ 395 inside

the chip is the first x86 silicon ever built that runs a 200 billion parameter model on one piece of hardware, 128GB unified memory, 110GB usable VRAM on linux, no separate graphics card

it runs qwen 3 235B fully and smoothly, plus deepseek v3 and llama 3.3 70B with no quantization, kills a $440/month claude code, chatgpt, gemini and cursor stack for $9 in electricity

setup takes 3 commands and 15 minutes, ollama loads the model, claude code points to localhost with one environment variable, same interface, zero per token fees, nothing ever leaves the machine

the window is open, follow and bookmark before it closes

[starmex @starmexxx]

AMD CEO LISA SU HELD A MINI PC ON STAGE THAT RUNS A 235B MODEL AND REPLACES YOUR $440/MONTH AI STACK

amd's ryzen ai max+ 395 is the first x86 chip that runs a 200 billion parameter model on one piece of silicon. cpu and gpu share 128gb of unified memory, no separate graphics card needed

the gmktec evo-x2 runs qwen3 235b fully, deepseek v3 comfortably and llama 3.3 70b with headroom. on linux you get 110gb of usable vram out of 128gb

amd claimed the chip beat an nvidia rtx 5080 by more than 3x on deepseek r1 inference. a lunchbox sized pc outrunning a $1,000 discrete gpu on a real ai workload

a heavy ai user pays $200 for claude code max, $200 for chatgpt pro, $20 for cursor and $20 for gemini. that's $5,280 a year and the box pays itself off in 9 to 10 months

install ollama, pull the model, point claude code at localhost. same interface, nothing leaves the machine, nothing costs per request

bookmark this and read the article below

[Nirav @NiravJ3]

avataar, an indian startup, took alibabas wan 2.2 video model and distilled it down - faster, smaller, and crucially trained on curated indian data. festivals, food, clothing, architecture. frontier video models routinely fail at this. meta-ai still generates turbans on every indian man it draws

theyre releasing it open-weight with training data on india's AI Kosh portal under the india ai mission. priced at $0.005/sec, which is cheap even against other open-source options like LTX-2

every choice here is what ai built for a different audience looks like. its not a smaller veo. indian price points, indian visual context, indian distribution

it isnt the frontier and isnt trying to be. thats the point

[🇮🇳MurugaV🇮🇳 @muruga86]

India is the first and only country to operate double- stack container trains with electric locomotives.

[🇮🇳MurugaV🇮🇳 @muruga86]

@Malay4Product India is the first and only country to operate double- stack container trains with electric locomotives.

[🇮🇳MurugaV🇮🇳 @muruga86]

@Malay4Product Trigger: Reports indicate the government acted after learning of a potential jailbreak (a method to bypass safety safeguards) on Fable 5/Mythos 5. This raised fears that the model could be exploited for harmful purposes (e.g.,cyber operations, bioweapons research)

[🇮🇳MurugaV🇮🇳 @muruga86]

@Malay4Product 📷
Advanced AI models with powerful capabilities (especially in coding, reasoning, cybersecurity, and agentic tasks) are increasingly treated as sensitive technologies that could be misused by adversaries.

📷

[🇮🇳MurugaV🇮🇳 @muruga86]

Is this real play?
Intense anime-style effects, featuring Dragon Ball characters like Goku engaging in fiery energy blasts, ice/lightning attacks, and aerial battles on a massive stage in front of a smartphone-recording crowd.

Looks like AI-generated live concert footage

[🇮🇳MurugaV🇮🇳 @muruga86]

Squid game AI corrections

[Gentle Whale @heygentlewhale]

I solved SQUID GAME problems😎
#squidgame #netflix #leejungjae #leebyunghun #aivideo

[🇮🇳MurugaV🇮🇳 @muruga86]

@NewsAlgebraIND xPM Narashima Roa doesnot belong to your state AP/Telangana?

[🇮🇳MurugaV🇮🇳 @muruga86]

@VivekSi85847001 Indian ships emphasize advanced phased-array radars, integrated combat systems, and blue-water operations, but smaller DPRK design favors raw VLS count to bombard SK navy.

[🇮🇳MurugaV🇮🇳 @muruga86]

Analysis-defence-India’s Multi-Layered Air Defence System
https://t.co/r1RoCNdzaX

[🇮🇳MurugaV🇮🇳 @muruga86]

@raptor1991007 Kinetic Kill Requirement Gun systems rely on putting enough 30mm shells in the missile’s path for a direct or proximity hit. At Mach 3, the closing speed is brutal, and the missile is very sturdy.
2

[🇮🇳MurugaV🇮🇳 @muruga86]

@raptor1991007 Your assessment is largely correct: Highly unlikely in realistic combat conditions.
Extremely Short Reaction Window
At Mach 3, BrahMos covers ~1 km every second. Even with 15 km detection, the effective engagement window inside 3 km is only a few seconds.
1

[🇮🇳MurugaV🇮🇳 @muruga86]

South Korea has overtaken India to become the world's sixth-largest stock market, followed by Taiwan pushing India down to seventh place. As global investors redirect capital toward artificial intelligence (AI) infrastructure.

[Anto T Joseph @AntoJoseph]

Ministers from such a poor economic background are a rarity in #TamilNadu

@anbu_madras @xpresstn

[🇮🇳MurugaV🇮🇳 @muruga86]

@Resonant_News what about engines, need to get approval from US or UK

[🇮🇳MurugaV🇮🇳 @muruga86]

@resxx7 looks like tape worm in intestine

[🇮🇳MurugaV🇮🇳 @muruga86]

@ShivAroor proximity warning not used

[🇮🇳MurugaV🇮🇳 @muruga86]

@Gaurab they spend heavily in engine design