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@gurupanguji
@gurupanguji.com
We are leaving the Terminal Era of AI. We are entering the GUI Era. The winners of the next cycle aren't building smarter brains; they are building better interfaces.

The alpha is no longer in the model. It’s in the flow. The revolution isn't over - it just finally looks like software.
The Trough of Disillusionment is a Product Launch
The AI revolution is plateauing. The gap between the frontier models has narrowed to a statistical tie. Every week, a new release claims a 2% improvement on a coding benchmark that 99% of the world accepts but never verifies. We are drowning in evals and parameters, yet user enthusiasm is flatlining. My hypothesis is that this inevitable hangover is the Large Language Model’s "Trough of Disillusionment."
gurupanguji.com
December 1, 2025 at 1:00 PM
why are you competitive? it matters!

One good question about self-esteem is this: can you love yourself even if people in your life think you are average in your achievements? High achievers defiantly say no. They need to prove something to other people every day. What they don’t realize is that…
why are you competitive? it matters!
One good question about self-esteem is this: can you love yourself even if people in your life think you are average in your achievements? High achievers defiantly say no. They need to prove something to other people every day. What they don’t realize is that proving themselves to others is just a cover story. The real work they are avoiding is to figure out why they can convince others of their worth but are never able to convince themselves.
gurupanguji.com
November 30, 2025 at 1:01 PM
build

And you need a tolerance for looking stupid, because you will look stupid. You’ll ask questions that seem obvious in retrospect. You’ll ship things that are broken or half-baked. You’ll fail in public where everyone can see it. That’s not a bug in the system, that’s the entire price of…
build
And you need a tolerance for looking stupid, because you will look stupid. You’ll ask questions that seem obvious in retrospect. You’ll ship things that are broken or half-baked. You’ll fail in public where everyone can see it. That’s not a bug in the system, that’s the entire price of entry, and despite what you might think, it’s actually a feature.
gurupanguji.com
November 29, 2025 at 1:00 PM
Steal this top idea!

"Steal" signals utility. "My" signals authorship. "Top" signals curation. Deconstructing the words that fossilize our shift from learning to forking. In an era of infinite intelligence, who's the winner - the secret keeper or the loudest distributor?
Steal this top idea!
The phrase "Steal my top prompts" acts as a core sample of the current internet. It marks the web's final transition from a library of discovery to a factory of efficiency. The phrase is efficient and dense. "Steal" signals high utility. It tells the reader that the content is actionable immediately. It removes the friction of learning and replaces it with the speed of copy-pasting.
gurupanguji.com
November 28, 2025 at 1:00 PM
year of the linux desktop – for the AI age.

The desktop pc and laptop market is in turmoil. As a sign of the times, Microsoft is leveraging the AI moment to determine how it wants to play in the consumer space. However, their plan is currently being rejected by their ardent users. Let's take a…
year of the linux desktop – for the AI age.
The desktop pc and laptop market is in turmoil. As a sign of the times, Microsoft is leveraging the AI moment to determine how it wants to play in the consumer space. However, their plan is currently being rejected by their ardent users. Let's take a step back. Microsoft's major AI play is Azure. A couple years ago, Microsoft was riding high. They invested early in OpenAI after seeing the potential. They leveraged their strengths to become the enterprise play for AI as a result of Azure and Office 365 and their major consumer play was - Bing.
gurupanguji.com
November 26, 2025 at 1:02 PM
dishoom 💥

If I told you a “Harvard MBA grad turned Bain consultant launched a successful business that gained traction by gamifying the payment experience”, what industry would you guess? Fintech? EdTech? Mobile gaming? Sports gambling? Stock trading? Dating app? A dating app that connects sports…
dishoom 💥
If I told you a “Harvard MBA grad turned Bain consultant launched a successful business that gained traction by gamifying the payment experience”, what industry would you guess? Fintech? EdTech? Mobile gaming? Sports gambling? Stock trading? Dating app? A dating app that connects sports gamblers with stock traders? How about Indian fine dining? There’s no way you guessed that. Stop it.
gurupanguji.com
November 25, 2025 at 1:00 PM
welcome to the indie web, nikhil ramesh

I build intelligence at scale. My work exists at the intersection of seamless functionality and futuristic design, crafting systems where AI meets human intuition. Currently building the AI-native stack for the Office of the CFO. Previously architecting…
welcome to the indie web, nikhil ramesh
I build intelligence at scale. My work exists at the intersection of seamless functionality and futuristic design, crafting systems where AI meets human intuition. Currently building the AI-native stack for the Office of the CFO. Previously architecting web-scale RAG and natural language understanding for the world's largest platforms. A hearty welcome to the indie web Nikhil. Now, please add RSS support to your site as well. Thank you.
gurupanguji.com
November 25, 2025 at 1:00 AM
nano banana is a great example that LLMs are really really good at user profiles

This is what nano banana (pro) generated based on what it knew of gurupanguji.com. The distillation of information is so powerful. That image is dense with insights. If you squint at it a little, this is a path to…
nano banana is a great example that LLMs are really really good at user profiles
This is what nano banana (pro) generated based on what it knew of gurupanguji.com. The distillation of information is so powerful. That image is dense with insights. If you squint at it a little, this is a path to much more powerful targeting. User profiles can now be far more dense and processed far more easily to distill new targeting options. Digital ad targeting is going to level up dramatically.
gurupanguji.com
November 24, 2025 at 1:01 PM
blue origin pushes its ambitions further

An infographic compares the sizes of New Glenn 7×2 rocket (left) and the 9×4 variant (right) with the Apollo-era Saturn V rocket at center. (Blue Origin Illustration) Blue Origin said the 9×4 model will be capable of carrying more than 70 metric tons to low…
blue origin pushes its ambitions further
An infographic compares the sizes of New Glenn 7×2 rocket (left) and the 9×4 variant (right) with the Apollo-era Saturn V rocket at center. (Blue Origin Illustration) Blue Origin said the 9×4 model will be capable of carrying more than 70 metric tons to low Earth orbit (vs. 45 tons for the 7×2), more than 14 tons to geosynchronous orbit, and more than 20 tons on a trip from Earth to the moon. That would make New Glenn 9×4 more powerful than SpaceX’s Falcon Heavy rocket (64 tons to LEO), but less powerful than SpaceX’s Starship (100 to 150 tons to LEO).
gurupanguji.com
November 23, 2025 at 1:00 PM
careful self reflection is a sign of strength

But it would be uncouth for me to pretend that there isn’t some self-interest involved. Being in charge of a social media project is, turns out, quite the stressful endeavour, and I don’t have the right personality for it. I think I need not elaborate…
careful self reflection is a sign of strength
But it would be uncouth for me to pretend that there isn’t some self-interest involved. Being in charge of a social media project is, turns out, quite the stressful endeavour, and I don’t have the right personality for it. I think I need not elaborate that the passion so many feel for social media does not always manifest in healthy ways.
gurupanguji.com
November 22, 2025 at 1:00 PM
and here we go – e2e messages archival and my prediction that local llm models are going to be used to analyze your messages for ad targeting

Older methods for archiving text messages often relied on carrier-level logging, which is incompatible with modern encrypted messaging. Our new solution…
and here we go – e2e messages archival and my prediction that local llm models are going to be used to analyze your messages for ad targeting
Older methods for archiving text messages often relied on carrier-level logging, which is incompatible with modern encrypted messaging. Our new solution allows third-party archival apps to integrate directly with Google Messages on a work device. When configured by your IT organization on a fully managed device, the archival application is notified upon the receipt of each RCS message, not only when a message is sent or received, but also if a message is edited or deleted too.
gurupanguji.com
November 21, 2025 at 1:01 PM
the bets are all in on ai

Essentially, I think the story of these circular deals is really no different than the big macro story about the AI boom itself. AI is the most promising technology out there, and we’re simply betting a lot of our economy on the hope that we can exploit its full…
the bets are all in on ai
Essentially, I think the story of these circular deals is really no different than the big macro story about the AI boom itself. AI is the most promising technology out there, and we’re simply betting a lot of our economy on the hope that we can exploit its full potential. Should we worry about AI's circular deals? - by Noah Smith
gurupanguji.com
November 20, 2025 at 1:00 PM
ai can really be useful – weather edition

The new AI model, WeatherNext 2, can generate forecasts eight times faster than Google’s previous model, and is also more accurate in predicting 99.9 percent of variables like temperature or wind. WeatherNext 2 can pump out hundreds of potential outcomes…
ai can really be useful – weather edition
The new AI model, WeatherNext 2, can generate forecasts eight times faster than Google’s previous model, and is also more accurate in predicting 99.9 percent of variables like temperature or wind. WeatherNext 2 can pump out hundreds of potential outcomes from a particular starting point. It takes less than a minute using one of Google’s TPU chips to make a prediction, which the company says would typically take several hours to accomplish using physics-based models on a supercomputer.
gurupanguji.com
November 19, 2025 at 1:00 PM
"Agent execution terminated due to model provider overload. Please try again later"

is the new fai lwhale.
November 18, 2025 at 11:59 PM
llms and “small” open source

Why take on additional supply chain risks adding another dependency when an LLM can likely kick out the subset of functionality needed by your own code to-order? > I still believe in open source, and I’m still doing it (in fits and starts). But one thing has become…
llms and “small” open source
Why take on additional supply chain risks adding another dependency when an LLM can likely kick out the subset of functionality needed by your own code to-order? > I still believe in open source, and I’m still doing it (in fits and starts). But one thing has become clear to me: the era of small, low-value libraries like blob-util is over.
gurupanguji.com
November 18, 2025 at 1:00 PM
it’s really impressive that chatgpt has updated itself to both the latest ios and android styles.

it shows:
- people who care
- are empowered to move fast
- are not mired by bureaucracy

the best bull signals you can get.
November 15, 2025 at 10:46 PM
zelda
zelda <3
This is delightful.
gurupanguji.com
November 6, 2025 at 1:01 PM
breathing life back into an old macbook pro – omarchy edition

I love giving life to old computers. Over the weekend, I got my son a used M1 Macbook Air and so a 2014 intel based 13" Macbook Pro that was flashed with Chrome OS Flex became available to tinker. I immediately got started setting up…
breathing life back into an old macbook pro – omarchy edition
I love giving life to old computers. Over the weekend, I got my son a used M1 Macbook Air and so a 2014 intel based 13" Macbook Pro that was flashed with Chrome OS Flex became available to tinker. I immediately got started setting up omarchy on it. Honestly, it's been a lot of fun setting it up. There are many things I don't like about DHH. However, we do share some similar sentiments and I guess tastes around how to setup a linux distro. I've been tinkering with linux distros since 2002 when I got my very first computer.
gurupanguji.com
October 31, 2025 at 12:01 PM
What do you call someone who’s read _just enough_ of The Divine Comedy?

Al Dante
What do you call someone who’s read _just enough_ of The Divine Comedy?
Al Dante
gurupanguji.com
October 30, 2025 at 12:00 PM
Atlas vs The Resonant Computing Manifesto

“Tabs were great, but we haven’t seen a lot of browser innovation since then.” These are brave words spoken by the CEO of a company that's using Chromium to power their new browser, which, at the time of writing this, they even failed to attribute…
Atlas vs The Resonant Computing Manifesto
“Tabs were great, but we haven’t seen a lot of browser innovation since then.” These are brave words spoken by the CEO of a company that's using Chromium to power their new browser, which, at the time of writing this, they even failed to attribute correctly. I wish I could say I'm shocked, but this is a company led by someone who thinks artists, creators, writers, etc should not be paid for their work. ChatGPT Atlas isn't competing against other browsers - Stephanie Stimac's Blog I shed a tear. The announcement of atlas is done by people I worked with and respect a lot - Ben Goodger, Darin Fisher.
gurupanguji.com
October 29, 2025 at 12:01 PM
til: airpods can be cleaned
til: airpods can be cleaned
and i learned about micellar water
gurupanguji.com
October 28, 2025 at 12:00 PM
skunk blames dog for stink

Reddit is suing Perplexity and three “data-scraping service providers” to “stop the industrial-scale, unlawful circumvention of data protections by a group of bad actors who will stop at nothing to get their hands on valuable copyrighted content on Reddit,” according to…
skunk blames dog for stink
Reddit is suing Perplexity and three “data-scraping service providers” to “stop the industrial-scale, unlawful circumvention of data protections by a group of bad actors who will stop at nothing to get their hands on valuable copyrighted content on Reddit,” according to the complaint. Reddit sues Perplexity for allegedly ripping its content to feed AI | The Verge 🍿
gurupanguji.com
October 25, 2025 at 12:00 PM