Did Sarvam simply copy China's DeepSeek and slapped an Indian flag on it?
Yes And No!
The backlash against an Indian startup reveals a deep misunderstanding about how every breakthrough in artificial intelligence was built.
🧵
This "copycat" charge could be levelled at every major AI system ever built — including DeepSeek itself.
The AI Innovation Chain: From the first neural network model in 1943 to Sarvam's Indian-language AI in 2026 — every breakthrough built on what came before.
Here is all that Sarvam built independently: a custom tokenizer 3-4x more efficient for Indian scripts, 12 trillion tokens of training data, and an entire product ecosystem with no DeepSeek equivalent.
Tudo começou com uma mensagem de um colega meu a dizer que íamos jogar um jogo amigável com o Radomiak a meio da época. Com uma pesquisa rápida, descobri que iam estagiar ao lado da minha casa.
É curioso pensar que a partir de uma simples mensagem e uns jogos de FM com o @CarlozPDA iria chegar a fazer uma viagem de 3 horas de autocarro, 4 de avião e mais 1 de comboio para ir a uma cidade no meio da Polónia para ver uma equipa de Ekstraklasa.
Ir aos estágios e dizer à família e aos amigos que ia sair para ver uma equipa polaca em Moncarapacho, no Algarve, era uma resposta estranha, mas valeu a pena. Ficou o desafio de ir ver um jogo e, não é que um problema de luz alheio ao clube permitiu que fosse a dois jogos?
Wszystko zaczęło się od wiadomości od mojego kolegi, który poinformował mnie, że w połowie sezonu rozegramy towarzyski mecz z @Radomiak_Radom. Po szybkim sprawdzeniu dowiedziałem się, że będą odbywać staż niedaleko mojego domu.
Ciekawe, że od zwykłej wiadomości i kilku meczów FM z kumplem doszło do tego, że pojechałem 3 godziny autobusem, 4 samolotem i jeszcze 1 pociągiem, żeby zobaczyć drużynę Ekstraklasy w mieście w środku Polski.
Chodzenie na treningi i mówienie rodzinie oraz znajomym, że wychodzę obejrzeć polską drużynę w Moncarapacho, było dziwną odpowiedzią, ale warto było. Pozostało wyzwanie obejrzenia meczu i okazało się, że problem z oświetleniem niezależny od klubu pozwolił mi obejrzeć dwa mecze.
Delhi High Court to hear today CBI's plea challenging discharge of Arvind Kejriwal, Manish Sisodia, K Kavitha and 20 others in the excise policy case.
Justice Swarana Kanta Sharma to hear the matter.
@ArvindKejriwal @msisodia @CBIHeadquarters @AamAadmiParty @RaoKavitha
The CBI has filed a 974-page revision plea stating that the trial court order is "patently illegal, perverse and suffers from errors apparent on the face".
It has also sought a stay on the court's direction to initiate proceedings against the officer who investigated the case.
2. Mose 9,8-10,9
Die sechste Plage: Blattern • Die siebte Plage: Hagel • Die Ankündigung der achten Plage: Heuschreckentwr360.org/programs/view/…
„Durch die Bibel“ ist ein weltweites Bibelprogramm in über 100 Sprachen und Dialekten. Unsere Mission ist einfach und sie ist dieselbe, die Dr. McGee für sich selbst annahm: Das ganze Wort Gottes der ganzen Welt zu verkündigen.
NEW
Havana Syndrome survivors say the 60 Minutes coverage is part of a larger cover-up. Several survivors told me it’s the CIA trying to portray this as a foreign threat, even though Americans—including civilians—are being targeted.
These survivors are known as “targeted individuals.”
2/ In 1961, biologist Allan H. Frey, working at GE's Advanced Electronics Center at Cornell University, published a finding in the Journal of Applied Physiology that changed the physics of hearing: pulsed microwave radiation causes humans to perceive sounds (buzzing, clicks, hissing, and with sufficient modulation, even words ) directly inside their heads, with no external sound source whatsoever.
This is accomplished using rapid microwave pulses that heat brain tissue in micro-scale bursts — temperature changes of roughly 0.00001 degrees Celsius, too small to damage tissue but sufficient to create thermoelastic expansion.
Each pulse generates a pressure wave that travels through the skull to the cochlea via bone conduction — the same pathway used by bone-conduction hearing aids.
The auditory cortex registers the signal. The brain hears a sound.
3/ Here’s the point that psychological explanations routinely miss: the auditory cortex cannot tell a Frey Effect signal from a natural sound.
Both travel the same neural pathways, processed by the same mechanisms, and experienced as equally real.
It isn’t that the brain is broken or not functioning properly when it “hears” a Frey Effect—it’s doing exactly what it’s designed to do: listen.
Scientists have replicated this phenomenon in labs around the world since the 1960s. This is documented fact.
⚠️ Tengo un comunicado muy importante respecto al 🎭#RolePlay (especialmente con #ONX🇪🇸 y su economia realista y el realismo como maxima).. Por circunstancias se ha dado un entorno de crisis economica y de hecho me interesa mucho eso.. Poneros serios porque estoy tomando nota.!💜
Os acordais que Nepal eligio su presidente por discord? Bueno, nosotros vamos a ir un paso mas alla y el entorno del Roleplay y GTA ofrece justo un buen entorno de simulacion aislado en el que probar formas de organizacion, gestionado por personas reales, esa es vuestra mision..
Por tanto y hablo a todos los Roleplayers especialmente de este pais, quiero que probeis distintas maneras o la mejor solucion de gestion social, innovando incluso y entre tod@s.Siempre os habeis quejado que no escuchan, aqui teneis un entorno perfecto en el que probar soluciones
Amid the war on Iran, this is how Israeli occupation forces are sealing off Palestinian towns and villages, turning the West Bank into a network of closed-off areas.
@PMalinauskasMP @leftboomer 1/3
A significant but largely symbolic step, unfortunately.
It is overshadowed by the egregious acts of your government: 1. Blatant support for genocidal Israel by suppressing those who dissent (e.g. Dr Randa Abdel-Fattah) 2. Partnership with the Saudi LIV Golf …
@PMalinauskasMP @leftboomer 2/3
… and its murderous leader - Crown Prince ‘Bonesaws’ Mohammed bin Salman 3. Destruction of public land and 100s of trees for a new home for LIV Golf despite warnings of its demise 4. Supporting Walker Corporation's …
@PMalinauskasMP @leftboomer 3/3
… proposed 38-storey monstrosity with a lease at $1 p.a. essentially in perpetuity!
All due respect to Jesus Christ, seeing things like this, the Catholic Church basically going "Oops" like that comic panel of Super Mario knocking down the WTC as a response to it, and being pro refugee/mass migration on top of all that makes me dislike it
If you read that report (I did) it's basically how Democrats treat black criminals in 2026 where they were repeat offenders and given extremely light punishments, if any at all
Markets blowing up. As usual lots of interesting stuff. Will just drop a cpl notes. I expect a few more days of pain before TACO big time, this isn’t a firmly held view but it’s unlikely Trump can just sit and endure $110 oil for more than a week.
In any case I think these prob work regardless…
$BSL.AX at $25 and change. How long before the mkt forces re-engagement w $SGH.AX at $32.35? Pretty decent spread now. I reckon you see low $24s then some kind of change in mgmt posture. stokes is a long term strategic buyer and won’t care about near-term oil px vol. dipping back in small.
$PPM.AX NBIO at $2.6 less div is about $2.52. Stock $2.16 so about 15% cheap on a deal that I think closes in <5mos. You prob could get it $2.1 or cheaper in coming days but pretty juicy here.
Key view is KKR is rolling their 60%, ie they’re already pregnant. Yes, some chance $CGF.AX tries to recut etc but I’ll live with that risk given both extant businesses (bidder and seller) no direct oil px impact
The New Democratic Party: Operation Baldwin Reconciliation
With Joe Biden out of the way and Kamala Harris knocked aside for Donald Trump infiltrators have seized their chance to push the Democratic party further away from its civil rights era roots.
In this new era, black people and APAIC are the enemies and Caucasian men with bibles, shotguns, nazi tattoos and flying Hamas flags are the new hope for the future.
That future these interlopers are relying on rests on the hoop dream of somehow gaining election ground with young white men who in their brilliance instead of voting for an accomplished black woman insisted on an 80-year-old white man criminal, child rapist
what you're looking at is a fuel depot burning in the middle of a megacity of 9 m people & nobody is talking about what this smoke actually contains
when refined petroleum burns at this scale it releases a cocktail of particulate matter, polycyclic aromatic hydrocarbons, benzene, sulfur dioxide, nitrogen oxides, heavy metals & volatile organic compounds, these particles are small enough to bypass bypass your lungs entirely and enter your bloodstream directly…
we're talking PM2.5 concentrations that can spike to 50 to 100 times safe levels within a 20km radiu
right now in tehran people are breathing this in, eyes burning, throats closing, children coughing, asthmatics flooding emergency rooms & outside acid rain is falling on the water supply, the soil, the crops…everything that sustains daily life in a city of 9m
but the real damage comes later, years later, elevated cancer rates, leukemia clusters, respiratory disease, cardiovascular failure, neurological damage, reproductive issue
this is what happened after the Kuwait oil fires in 1991, after the mosul refinery burns in 2016, after every single conflict where fuel infrastructure was deliberately targeted, the medical literature on this is extensive & devastating
deliberately bombing fuel infrastructure insidde a civilian megacity knowing full well what the toxic fallout does to the population over decades is chemical warfare without the label, you achieve the same mass casualty outcome over a longer timeline and somehow it stays legal because the weapon is fire instead of sarin
these people are being sentenced to cancers they will develop in 2035 by bombs dropped in 2026 & they call it liberation
benzene alone is classified group 1 carcinogen by the WHO, the 1991 Kuwait oil fires are still generating elevated cancer rates 30y later, a 2023 meta analysis across 28,000 subjects confirmed a 20% increase in lung cancer from benzene exposure
here are the studies, everything I said above is peer reviewed & published in medical journals
A guerra deve chegar no momento tina d'água esta semana ou na próxima.
O momento tina d'água é qdo todos respiram forte e colocam a cabeça dentro de uma tina cheia de água.
Quem tirar a cabeça da tina, perdeu.
Na minha leitura temos 7 ou 8 grandes grupos envolvidos:
1/n
1. USA (Trump)
Ele entrou nesta escaramuça instigado por Israel. Acreditou, devido ao sucesso na Venezuela e por informações (falsas) de Netanyahu, que seria um passeio no parque.
Precisava de algum despiste da crise interna das tarifas e dos arquivos Epstein.
2/n
Se "tirar a cabeça" da tina, perdeu e transformou Israel em pato na lagoa.
Se não tirar, vai carregar petróleo acima de 3 dígitos até o fim da guerra ou as mid-terms.
O que acontecer primeiro.
Perde a eleição e sai chutado da Casa em impeachment.
Ninguém gosta de perdedores
3/n
#ثريد
سيناريوهات اتوقعها لإعادة تشكيل #إيران وفق المصلحة #الأميركيه_الاسرائيليه والخليجيه الاميريكيه في ممر إيمك الاقتصادي الامريكي الهندي الخليجي الإسرائيلي الأوروبي ...
أولها تقسيم إيران ...
المرحلة الأولى وقد حدثت هي الضربة العسكرية وسقوط رأس النظام حيث تبدأ الحرب بضربات مكثفة تقودها الولايات المتحدة وإسرائيل تستهدف مراكز القيادة العسكرية ومنشآت الحرس الثوري والبنية النووية ومقار القيادة السياسية في طهران وقواعد عسكرية في أنحاء البلاد
يؤدي ذلك إلى تدمير جزء كبير من منظومة القيادة العسكرية والسياسية وسقوط رأس النظام ما يخلق فراغا سياسيا داخل الدولة ويضعف قدرة المؤسسات المركزية على السيطرة على الأطراف ...
ولازال الضرب مستمر للآن ...
When you get the email: "We've decided to move forward with another candidate."
USE THE GOLDEN RESPONSE:
Most candidates ruin their chances here.
They say:
"Okay, thanks anyway." (Defeated)
"Can you tell me why?" (Desperate)
"Your loss." (Bitter)
This email isn't a dead end.
It's a pivot point.
Here are 15 scripts that turn a rejection into a referral (or a future offer):
1. The "Future Radar" Play
"Thank you for the update. I’m still very interested in [Company]’s mission. If a similar role opens up in the future, or if the selected candidate doesn’t work out, I’d love to be considered."
Why it works:
• It shows resilience.
• It positions you as the "backup plan" (which often gets hired).
• It keeps you in their active pool.
코덱스 같은 에이전트는 프로그래머만 쓰는 게 아니고, 온갖 어려운 컴퓨터 작업에 사용할 수 있음. 어제 내가 했던 사례는 "지역락+구버전 공기청정기라서 공식앱에서 연결 지원 안 됨" → 코덱스한테 다음을 시킴:
연결해주는 오픈소스를 받아서, 접속토큰을 받아내는 작업을 내가 할 수 있게 만들어
"처음부터 끝까지 해줘"라고 시키지 못했던 이유는 중간에 노트북 와이파이를 공기청정기의 AP에 연결해서 진행하는 단계가 대부분이기 때문. 그래서 내가 딸깍만 하면 실행 가능한 batch script로 만들어달라고 했음. 수행 결과 로그를 다 남기게 해서 작업 후 인터넷 재연결한뒤 "어땠어?"만 물어봄
실행 로그를 보고 → 문제가 있는 걸 발견해서 코드 수정 → 다시 실행해서 로그 보여줌 → 아직도 문제가 있음 → 다시 실행하니 또로롱~하고 공청기가 와이파이에 연결되는 소리가 들림! → 인터넷 연결해서 코덱스한테 물어보니 잘 된 것 맞다고