MARGINALIA
I do not... - SJ
Marginalia
Notes from books, papers, lectures, and serious study.
Short notes, reading traces, and public fragments that are useful enough to keep.
These are not essays. They are margin notes: public fragments, reading traces, and small arguments that sharpen the archive without pretending to be finished monographs.
MARGINALIA
Can you notice the present before everyone agrees on what to call it?
Several earlier arguments about work, sovereignty, and AI are becoming less speculative as events catch up. The question is whether we can notice the present before consensus names it.
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Information, belonging & judgement
We consume social signals about information before we evaluate truth, using familiarity, belonging, and implied permission to prepare conviction.
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Permission to be ordinary
The most useful questions were ordinary ones: what changes Monday, which problem was observed, and whether the promised capability exists beyond the presentation.
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Delay is not indecision
Delay is not indecision but a disciplined refusal to let the first available explanation become the only one. Question assumptions, incentives, emotions, and sources before accepting a story.
MARGINALIA · LinkedIn
Tokens are not yield
Alex Karp’s critique matters because it comes from inside the AI wave: tokens are not yield, usage is not value, and enterprise AI must be judged by the consequences it produces.
MARGINALIA · LinkedIn
The tank is already in the capital
AI does not persuade; it concludes, removing the interval in which doubt might have lived. What remains is fluency mistaken for truth, and consensus reduced to the absence of difference.
MARGINALIA · LinkedIn
Ideas are nothing. Execution is everything.
“Ideas are nothing. Execution is.
MARGINALIA · LinkedIn
From boss is always right to the model is always right
AI models may reinforce what people are most likely to accept, strengthening existing beliefs and collective overconfidence.
MARGINALIA · LinkedIn
The AI Summit and the sameness problem
At the AI Summit, the sameness of AI products and marketing is hard to miss. Credibility will belong to companies with sharper, truer, more specific stories.
MARGINALIA · LinkedIn
Markets are pricing AI on future potential
Markets are pricing AI on a future shaped by foundational model capability and rapid workflow innovation. As leaderboards continue to shift, the case for broad AI pessimism remains premature.
MARGINALIA · LinkedIn
At India AI Summit
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If no one is carrying risk, no one is leading
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Silence isn’t stability
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Responsibility doesn’t disappear
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Judgment isn’t elastic
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Ambiguity has a payroll
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Resistance is organisational, not technical
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AI assistants create a false sense of progress for young engineers
AI can make young engineers faster without making them better.
MARGINALIA · LinkedIn
AI can execute flawlessly - faster, cheaper, tireless
AI can execute flawlessly—but it can’t care. The next era belongs to those who question the premise, slow down when speed feels wrong, and carry culture through automation.
MARGINALIA · LinkedIn
If you’ve watched the series Dark on Netflix, I’m almost certain you’re a fan
Companies can fall into an AI loop of modernization and cost savings. Breaking it requires wanting more: resilience, intelligence, and speed.
MARGINALIA · LinkedIn
Distribution is not enough
Distribution is no longer a durable moat. The next wave will win with modular, AI-native technology, outcome-based pricing, and domain-specific units of intelligence that augment higher-value work.
MARGINALIA · LinkedIn
In the Indian IT industry, the days of billing by headcount and hours are numbered
AI is making people-heavy operations less necessary. Indian IT firms must shift from billing for headcount and hours to pricing technology margins, outcomes, and capabilities that expand what clients can do.
MARGINALIA · LinkedIn
At the recent White House dinner, Trump sat with America’s tech titans
Data centers are the new factories, and compute is becoming a foundation of sovereignty. India must build its own AI backbone or risk renting its digital destiny from others.
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Code has never been cheaper
Code has never been cheaper. AI writes.
MARGINALIA · LinkedIn
Most festivals celebrate the victors
Most festivals celebrate the victors. Onam is.
MARGINALIA · LinkedIn
Gartner’s stock has crashed nearly 50% in the past six months
AI did not erase research’s value; it removed the scapegoat. Gartner’s deeper challenge is a generation of builders acting on conviction, accepting failure, and refusing to outsource accountability.
MARGINALIA · LinkedIn
As Microland turned 36, we didn’t just look back at the journey we’ve built
As Microland turned 36, Nextronauts brought together hands-on exploration, discovery, and imagination—reminding us that curiosity and possibility are the real engines of progress.
MARGINALIA · LinkedIn
If you’re just starting out, the job market can feel overwhelming with all the AI chatter
AI hype can make the job market feel overwhelming. Build genuine skill, pursue valuable work, and stay grounded in fundamentals instead of chasing every shiny narrative.
MARGINALIA · LinkedIn
Real AI-First isn’t ripping and replacing
Real AI-First isn’t ripping and replacing. It’s threading intelligence through your workflows so it augments what people do best, automates what makes sense, and quietly works everywhere work.
MARGINALIA · LinkedIn
Your feed is not a mirror of reality
Your feed isn’t a mirror of reality; it’s a version of reality chosen for you by an algorithm that decides which voices rise and which quietly disappear.
MARGINALIA · LinkedIn
The Future of Jobs Report 2025 from the World Economic Forum shows what employers claim
The future of work may favor AI, resilience, and creativity, but those skills depend on the basics: reading, writing, mathematics, reasoning, and the ability to teach others.
MARGINALIA · LinkedIn
Hiring software development engineers
Seeking software development engineers at all levels with Next.js, full-stack, and user experience skills, along with backend and machine learning engineers experienced in Python.
MARGINALIA · LinkedIn
Tolstoy, Thiel, and unhappy companies
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Adjective order without thinking
MARGINALIA · LinkedIn