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This is going to be the future.
We were able to fine tune an open weight model (Qwen3.5-9B) on proprietary internal data at @coinbase, and it out performed frontier models, at much lower cost and speed, for a specialized task (fraud prevention in this case).
I think we'll see more of this pattern inside companies. The frontier models are amazing generalists. But increasingly you'll see specialist models out perform on more narrow tasks, either working on teams, or by themselves.
We're making it easy to fine tune models internally for our employees. We even have a skill for it in our internal harness that makes it easy to spin these up and start training them:
"/fine-tune-and-serve-llm I want to fine-tune Qwen for payments risk review. help me get started"
I imagine we'll have some backend services that could be replaced entirely by this new architecture.
Lokesh Chauhan retweeted
Pak had full access to Chinese satellite imagery, targeting data and battle damage photos.
And yet Op Chaddi Banyan Marsoos video had to be made entirely with AI 😂🤦🏽♂️.
Is the Pak public really this stupid? Or is the PAF really this disconnected?
#REPORT: Indian startup funding nears $1 Bn in August after July slowdown
✍️ @Manchanda_mukul and @Shashank_ent entrackr.com/report/indian-s…
Lokesh Chauhan retweeted
Vande Bharat Gliding on Lower Deck while Vehicles move on upper deck 🚆✨
📍 Godavari Double Decker Bridge, Rajahmundry, AP
Lokesh Chauhan retweeted
I should be happy that Dharmendra Pradhan has resigned, because I and many others on the Right had been demanding this for six months. But I am sad, because Modi govt has succumbed to street violence and anarchists. Asked to bend by us, it has crawled before them. - Ajeet Bharti
Watching all the funny videos today I feel modiji is being too nice. These swines deserve a danda so deep up their ass they will learn their place.
I am yet to see a worse bowler that Prasidh Krishna. The guy just gets belted everytime. Absolute waste to play him. #EngvsInd
Absolute destruction of France with tactical brilliance of Spain. #FIFAWordlCup2026
Lokesh Chauhan retweeted
HAALAND WHAT A GOAL !!!!! xitter.cf/browlsmarty/status/207…
Lokesh Chauhan retweeted
Thanks @elonmusk for letting us watch CITIZEN VIGILANTE.
Those who have not watched it, do it now.
Lokesh Chauhan retweeted
POLL: ICE has been abused by the Fake News Media at levels never seen before. They are Great Patriots who work hard, and do a fantastic job in a very hostile environment. Much of this hostility is caused by the Dumocrats and the Fake News. The concept I have had for quite some time — A strong feeling that the name of these Patriots, “ICE,” should be changed to, “NICE,” in that it will totally discombobulate Crooked, Dishonest, and Unpatriotic Reporters and Journalists. For them to say, “We went to a NICE Facility today,” as opposed to “ICE” or, “NICE Agents have deported a Violent Drug Dealer,” they won’t be able to handle it, they will go totally crazy! All it means is adding an “N” (“National”) to “ICE (“Immigration and Customs Enforcement”) — A much more prestigious name. Everyone loves it, but I have been told by the legendary Tom Homan that the Agents do not love it as much as the other population. Who thinks that we should add an “N” to change the name of “ICE” to “NICE?”
Thank you for your attention to this matter! President DJT
Lokesh Chauhan retweeted
BBC is fighting for India's independence, Qatar for India's secularism, China for India's territorial integrity, Pakistan for India's religious freedom, Canada for India's Moolnivasi rights and America for India's rightful place in the world but Modi is blocking them all ☹️
What's wrong with Sunil Gavaskar? He can't see or what. A nearly stand still catch and he is rambling about timing of the jump. Somebody take out the garbage from commentary team. #RRVSSRH
Lokesh Chauhan retweeted
The day I see a Muslim in India, promoting the benefits of pooja and aarti, I will also become secular like Namita Thapar and promote neutrality and tolerance.
The day I see a Muslim firm banning the hijab and white topi and allowing tilak, kalawa and bindi in India, I will step into the Lenskart store.
Till then I will boycott both companies.
Enough of one way Secularism and Bhaichara.




















