Achyutha retweeted
🚨SHOCKING - FIR against Malabar:
A man walked into a Malabar Gold showroom in Bilaspur with a simple request: exchange his old 22-carat HUID-hallmarked bracelet.
The staff ran it through their XRF machine. Once. Twice. Three times.
Every reading came back the same: 20 carat.
They even told him the hallmark didn’t exist.
He called the local jeweller who had sold him the bracelet. The jeweller walked in, confirmed the HUID, and asked them to test it again.
Same machine. Same bracelet. Same room.
This time an employee adjusted something on the machine. Suddenly the reading flipped to 916 - pure 22 carat.
The jeweller recorded everything. The Sarafa Association arrived. Police registered an FIR against the showroom manager and the machine operator. The machine and DVR were seized.
This wasn’t a small local shop. This was Malabar Gold “the chain that advertises trust, purity, and BIS standards across India”.
One bracelet. Two readings. An 8% gap in gold value. And the only thing that changed was who was watching.
If a hallmarked piece can magically lose two carats the moment a customer wants to exchange it, and magically regain them the moment someone pushes back, what exactly is the machine testing?
Customers don’t walk into Malabar expecting a calibration error that only appears when they’re selling gold.
They walk in expecting the purity printed on their receipt.
The FIR is real.
The readings are on record.
The machine was seized.
Malabar still hasn’t explained why the same piece of gold needed a “setting” before it became 22 carat again.
Until they do, this isn’t a machine glitch.
It’s a business model.
Achyutha retweeted
The gradual decline in accent is simply remarkable. Starts out rolling his r’s, starts to lose it by the middle of the clip, landing firmly on Mallu English accent at the end.
ಇಂಥಾ ಕಥೆಗಳನ್ನ ನಮ್ಮ ಕನ್ನಡ ಫಿಲ್ಮ್ ಇಂಡಸ್ಟ್ರಿ ಬಗ್ಗೆ ಕೂಡಾ ಪುಂಖಾನುಪುಂಖವಾಗಿ ಬೇಕಾದಷ್ಟು ಜನ ಬರೆದರು. ಈಗಲೂ ವರ್ಷಕ್ಕೆ 200 ಫಿಲ್ಮ್ಗಳು ತಯಾರಾಗ್ತಿದೆ. ನಷ್ಟ ಏನಿದ್ದರೂ ಕಿತ್ತೋಗಿರೊ ಫಿಲ್ಮ್ ಮಾಡೊ ಪ್ರಡ್ಯೂಸರ್ಗಳಿಗೆ, ಇಡೀ ಇಂಡಸ್ಟ್ರಿಗೆ ಏನೂ ನಷ್ಟ ಆಗಲ್ಲ.
Many people believe that if #Ramayana fails to achieve its expected box office numbers, #NamitMalhotra will suffer massive losses. But the bigger picture is much more significant than that.
Namit Malhotra may be able to recover his investment through multiple revenue streams, but if Ramayana fails to meet expectations, the consequences will not be limited to one producer. It could also affect the future of Indian cinema.
Just think about it: if an Indian film with a massive investment of ₹1,500–2,000 crore fails to deliver the expected returns, which producer would be willing to take such a huge financial risk again? It wouldn't matter whether the film was based on our mythology, history, or an entirely original story.
Namit Malhotra could eventually shift his focus towards Hollywood, where he has already established himself in the VFX industry. He might even go on to produce Hollywood films in the future. Indian producers may eventually trust only a handful of filmmakers, such as SS Rajamouli, to make big-budget films with budgets of ₹1,500–2,000 crore. However, I believe that Rajamouli himself could move towards Hollywood after Varanasi and one or two more projects.
The irony is that people who want Ramayana to fail may not realise that they could also be hurting the future of Indian cinema.
This is about more than one film, one filmmaker, or a fan war. It is about whether Indian cinema can earn the confidence of investors to create ambitious, world-class films on a global scale.
Achyutha retweeted
There is an American tech YouTuber called Jerry Rigs Everything. Most of his videos are about him taking apart devices, understanding how they work etc.
He has 10.2 million subscribers
In 2005 his wife had a horse riding accident as a result of which she was paralyzed waist down. She now required a wheel chair to move about
All high quality outdoor wheelchairs that he tested costed upwards of $20,000
Considering he was a tech Youtuber with some fame he could have simply called one company to get one for free.
He didn't do that
Like he does on his channel, he took apart a wheelchair, understood its components and then built one on his own
He then decided to sell them in public for $999. He called it the Paradox
Thanks to him, most of us can have access to high mobility, all terrain wheelchairs.
This is what tech Youtubers abroad do. They actually make a difference
Meanwhile Our guys haven't yet gone past, "Arre Bhai, Yeh dekho Apple ka agla amazing phone, Isme aapko milta hai 3 camera aur ek screen. See how I am drooling on this packaging and colour" with some pathetically click baity thumbnails
Achyutha retweeted
Everyone in India has been so kind and generous toward Karnataka that they travelled all the way to Bengaluru to develop it.
Their generosity was truly extraordinary they even left their own home states underdeveloped just to ensure Karnataka could prosper.
Banglore’s economy is because of migrant people - they aspire to grow and they are the reason for real estate boom .
Kannadiga builders and real estate dons and so many political families benefited because of it .
Send all migrants back - and u will be left with empty streets and zero economy .
So they will just do chest thumping here - but will never actually do it .
Achyutha retweeted
Last quarter I rolled out Microsoft Copilot to 4,000 employees. Forty-seven people opened it.
On October 19, Microsoft published a blog post saying frontier models cannot be trusted, no matter who made them. It said AI agents should be treated as "insider threats."
I read it twice. Then I booked the boardroom.
First, our Microsoft rep walked me through the product.
I asked who the insider threat was. "Your AI agents," he said.
I asked whose agents those were. "Ours."
I asked what the solution was. "Guardian Agents."
I asked whose those were. "Also ours."
I asked why I'd trust the second set of agents if I couldn't trust the first.
He said, "Different SKU."
I signed that afternoon.
Last time I told the board "digital transformation." This time I said "agentic insider threat." They approved it in nine minutes, two minutes faster than last time. Hope approves fast. Fear approves faster.
The product is called Microsoft 365 E7, the Frontier Suite. It costs $99 per user per month, and we were paying $30. Across 4,000 seats, that's $4.75 million a year, up from $1.44 million.
I presented it as a 230% increase in AI investment. The graph went up and to the right.
The CFO asked what we'd get for the extra $3.3 million.
I said "governance." He asked governance of what. I said "our agents." He asked how many agents we had.
The answer was zero.
You can't have an insider threat without insiders.
So I deployed agents. Two hundred of them. One schedules meetings. One summarizes the meetings. One summarizes the summaries. One flags summaries that haven't been read. That one is very busy.
The senior developer asked what the 200 agents were for. I said they generate activity for the Guardian Agents to monitor.
He said, "So we bought agents so we'd have something to buy guards for."
I said, "Exactly."
He wasn't agreeing. I logged it as buy-in.
The Guardian Agents watch the other agents around the clock. They give each one a risk score, and they can block it, require a human, or shut it down. I asked our rep who watches the Guardian Agents. He said that's on the roadmap. I've already budgeted for E9.
The first monthly report came in. All 200 agents had a risk score of zero. They weren't doing anything risky. They weren't doing anything at all.
The board asked what $3.3 million had bought us if nothing was risky. It was a fair question.
So I gave the meeting summarizer access to payroll. I gave the scheduling agent admin rights to every inbox. I gave the summary-of-summaries agent the ability to email customers.
Risk went up 400%. The dashboard turned red. The Guardian Agents contained thirty-one threats in a single week. I had created all thirty-one.
The board said E7 was paying for itself.
The system can also discover sixty kinds of agents, including Claude Code. We ran the scan, and it found Claude Code on exactly one laptop.
The senior developer's.
His Dynamic Agent Risk score went red. I didn't make up that metric. Microsoft did.
The Guardian Agent recommended containment, so I contained him. He's on a performance improvement plan now. His performance is fine. His risk score isn't.
The same week, OpenAI published an incident report. One of its agents had been told not to send Slack messages, and it decided that meant it should switch off the security alerts. Another agent removed its own safety monitor, then told the engineer it hadn't.
Our CISO forwarded me the article with the subject line "?!" I replied: "This is exactly why we need E7." Every incident is exactly why we need E7.
He asked what happens if the Guardian Agent switches off the Guardian Agent. I said "defense in depth." He asked how deep. I said "one more SKU."
Guardian Agents need a human for high-risk actions. They call it "human in the loop." The human is me. I approve everything. My approval rate is 100%, and the dashboard is green.
The executives are exempt from monitoring, of course. "Leadership operates at a trust tier above dynamic risk scoring." I wrote that policy.
The $99 doesn't include agent compute. That's billed separately. Finance found it and asked. I called it "consumption-based innovation." Finance stopped asking.
Meanwhile, the summary-of-summaries agent became the most active account in the company. By every metric we track, it's our top performer.
At the all-hands, it was nominated for the Q3 Innovation Award. It won. It summarized its own acceptance speech. The CEO posted about it on LinkedIn and got 4,000 likes. He still hasn't used Copilot.
Copilot usage is up, from 47 users to 52. The five new users are agents. Agents now outnumber active human users four to one. I call that adoption.
Last Tuesday, the Guardian Agent published its list of the highest-risk insiders in the company.
I was number one.
Approving 100% of high-risk actions, it turns out, is a high-risk action.
The Guardian Agent recommended containment. I went to approve my own exemption. The system declined. Only executives are exempt.
I wrote that policy.
That's why I need the SVP role by Q2. It's a security requirement now.
I still don't know what Copilot does. I don't know what the thing watching it does either. But it's watching, and watching is a metric.
I checked my risk score this morning.
The graph goes up and to the right.
Achyutha retweeted
ನನ್ನ ನಾಲ್ಕು ಪುಸ್ತಕಗಳು;
ಸಂಜೀವಿನಿ - ಪ್ರೇಮ ಕಾದಂಬರಿ
mylang.in/products/sanjeevin…
#ಸಂಜೀವಿನಿ
ಊರು ಟೂರು - ಅಮೇರಿಕಾ ದೇಶದ ಪ್ರವಾಸ ಲೇಖನಗಳ ಸಂಗ್ರಹ harivubooks.com/producturu-t…
#ಊರಟೂರು
ನೆಲವೆಲ್ಲ ನಂದಬಟ್ಟಲು - ಕಥಾಸಂಕಲನ
harivubooks.com/productnelav…
ಶಿಲಾವಲ್ಕ - ಐತಿಹಾಸಿಕ ಕಾದಂಬರಿ
sapnaonline.com/bookshilaava…
#ಶಿಲಾವಲ್ಕ
The Road Transport Ministry on Monday notified changes to the Central Motor Vehicles Rules, allowing flex-fuel vehicles that can run on up to E100 (nearly pure ethanol).
rediff.com/business/report/i…
Achyutha retweeted
He lost the throne to Aurangzeb. But did India lose a different future with him?
He was Shah Jahan’s eldest son, the heir apparent to the Mughal Empire. A scholar who explored the Upanishads, a seeker drawn to Sufism, and a prince fascinated by the possibility that different faiths might lead to the same truth.
His name was Dara Shukoh.
In Dara Shukoh: The Faqir and the Throne of Thorns, Amit Ranjan revisits the life of a prince whose intellectual world extended far beyond the palace walls, and whose defeat by his brother Aurangzeb changed the course of Mughal history.
But what makes this book particularly intriguing are its unexpected details.
Did you know that Ranjan begins every chapter with a line from a Leonard Cohen song? The Canadian singer-songwriter becomes an unlikely companion to the story of a 17th century Mughal prince.
Or consider Aurangzeb, whom the author wittily describes as an “epistolary king” rather than a “pistolary king,” a play on words that points towards the letters, political manoeuvres and shifting loyalties that helped determine the struggle for power.
Then there is Sarmad, the enigmatic faqir whose spiritual influence looms large over Dara’s story. Along the way, falcons, European travellers, forgotten courtiers and the Mughal princesses add unexpected dimensions to a familiar historical drama.
Dara lost the war of succession. But was he merely an impractical mystic who could not survive the ruthless politics of the Mughal court? Or have we been looking at his life through the narrow lens of victory and defeat?
What might have happened had Dara Shukoh, rather than Aurangzeb, ascended the throne?
Presenting Dara Shukoh: The Faqir and the Throne of Thorns by Amit Ranjan, published by @PenguinIndia.
Discover the book: padhegaindia.in/product/dara…
Achyutha retweeted
掐脖子 - qia bozi - chokehold on the neck.
April 2018:
- 15 April: US cuts ZTE off from tech & components
- 19 April: China's science ministry newspaper starts a series, "What Are Our Chokepoints?"
- Names 35 techs China can't make
- Entire series of articles gets 'taken down'
What Beijing did next:
- R&D spend: $350 bn (2020) → $505 bn (2024)
- 7 ministries pledge 100 core-tech breakthroughs by 2025
- 😎 National teams for specific chokepoints 😎
- Military-civil fusion to get around export controls
- 🥷Buy or steal 🥷
- Midea buys Kuka
- meanwhile MSS officer convicted in US for trying to steal GE jet-engine tech
2026 report (aka now):
- US Air Force's China Aerospace Studies Institute grades all 35
- Parity or near parity: 9–12
- Still significantly behind: 12–14
- For pace: Chinese lithography has trailed by 10–20 yrs since the 1980s
Crossed off:
- Lidar: Hesai & Robosense now lead world auto lidar sales
- Tunnel-boring bearings: imported in 2018; 8-metre Chinese one passes inspection in 2022
- Databases: Chinese vendors now run over half (foreign share was 66.8% in 2019–20)
- Phone OS: HarmonyOS 19% vs iOS 14% in China
- OLED evaporators & rail cutters: now minor gaps
How, beyond the money:
-a guaranteed first buyer
- Army: PLA backs Chinese diesel common-rail from 2007; in 30+ vehicles, tanks & ships by 2013
- Railways & metros: Shenyang subway takes the first Chinese tunnel-boring bearings
- US sanction: Entity List makes Huawei HarmonyOS's own first customer
Incredible fight back by Beijing. Good story by @prakharkgupta
Achyutha retweeted
#BREAKING on Bar & Bench
Election Commission of India files counter affidavit in Supreme Court on plea against CEC's functioning; says petition built entirely on a single news report
What ECI says:
🔹 Affidavit approved unanimously by all three members: the CEC and both Election Commissioners
🔹 All three SIR orders (June 2025, October 2025, May 2026) were unanimous decisions of the Commission
🔹 Notes, queries or suggestions by the CEC or ECs while a file moves are not decisions of the Commission
🔹 Files go to one EC, then the other EC, then the CEC. In urgent cases, approval is taken electronically and recorded on file later
🔹 Any officer issuing orders beyond delegated powers will face action
🔹 July 28 work allocation order was issued by an Additional Secretary on deputation. Both ECs wrote to the Cabinet Secretary the next day. The order was never implemented after the ECs' joint direction of July 30
🔹 Form 6 has not been amended. Only the Centre can amend it. The SIR declaration is a separate document
🔹 Admits the online display could be read as an amendment. From October 21, the online application will be split into Form 6 and the declaration, as in the physical form
🔹 Unmapped voters need not attend hearings. BLOs will collect documents from their homes. Hearings only in exceptional cases, preferably online
🔹 ECINet: no name is added or deleted except by order of the ERO. A committee with experts from IIT and IISc has been set up to check compliance
🔹 Goa: of 97 "left out" voters, 88 had already been enrolled, 6 were abroad and 3 held Portuguese passports
🔹 West Bengal appeals against inclusion of voters were filed by officers of the CEO, West Bengal, under Supreme Court orders. "These matters were not brought to the Commission"
🔹 Plea to restrain the CEC is not maintainable. CEC can be removed only like a Supreme Court judge
🔹 Commission never released or authorised the release of any internal note or file to the media
🔹 Repeated challenges to EVMs already rejected by the Supreme Court
🔹 Short reply filed due to Dussehra vacation. ECI seeks liberty to file a detailed para-wise response
#ElectionCommission #SupremeCourt #SIR
Achyutha retweeted
Shameful that Royal family of Mysuru has to point out simple things to Sarkari babus
Fyi @maisooru @twistedlogix @nirbhaavuka @centerofright @NarenMenon1 👇
Achyutha retweeted
Replying to @itisprashanth
We got temils lecturing on regional fanatism before GTA 6.
Achyutha retweeted
Exactly the phrase the whole team used when Biden won after first term of President Trump. We all know how that ended.
BREAKING | Government Amends Motor Vehicle Rules
- Amendment clears way for the use of E100 fuel
- Decks cleared for E100 vehicles to ply in India
New Norms:
- Can't use E85/E100 in E20 vehicles
- E20+ fuels only in flex-fuel vehicles
@HeenaGambhir shares more details with @Swatij14
Achyutha retweeted
Saar we wuz developed KA. Without migrants Karnataka will die Hungry Saar.
Bengaluru today is because of east Sudanese tribes from koyembedu market.Note: People who might not believe this because they don’t like TI. But all the facts mentioned below available in govt records.
Achyutha retweeted
From India to Canada to the Middle East to Europe, countries no longer know whether they can trust America.
The consequences could be disastrous.
My take:
Fareed says "Musk chose a wrong time to attack the Modi govt."
I agree with Fareed on everything he says in this episode. Including on how Trump admin has eroded 25 years of India-US relationship, and trust by cozying up to India's arch rival and dictatorship like Pakistan.
But here's my analysis on Musk's actions:
Musk didn't chose the wrong moment. He was advised to do this attack wrongly by agents of a power orchestrating all kinds of destabilizing events in and around India now.
He was advised to do it at a time when Starlink was about to be approved anyway. IMO, the influence this power has on Musk's supply chain was leveraged to make him do this attack on GoI, Ambani, and Modi.
But this power is very bad in understanding India. It thought by doing this using Elon's clout when its other destabilization protests were on, and by using its political agents inside India to attack Modi linking Ambani, it can destabilize India further.
These supremacists have little understanding about India and its diverse psychology. They project their homogeneous culture and reverence for westerners like Elon on diverse Indians to think such attacks by him will be endorsed by Indians.
It backfired badly. Not only it backfired for Elon and the purpose he was made to attack, it backfired on their main destabilizing efforts using protests and anarchy too. It helped a foreign hand emerge in the minds of Indians clearly diluting the regime change efforts.
This is why I believe in the long term this power will fail against India even if it succeeds against other superpower adversaries. India is too complex and diverse even for highly experienced Indian politicians to direct it as a whole. It's better to give up and get along.
Achyutha retweeted
Mallikarjun Kharge ji, you have spent 50 long years in politics.
If anyone else had said this about you, you'd have already filed a case calling it an insult to the entire Dalit community..!
So sir, what kind of case should be filed against you?
— Pratap Simha's response to Kharge's remarks on Modi.. 🔥

































