Subrat Kumar Panda

CTO@AGNEXT PhD, BTech@CS IITKGP, IoT, AI, Data, Agriculture, Quality Food for Billions.

[Rohan Paul @rohanpaul_ai]

Satya Nadella: Microsoft’s latest Wisconsin AI data center keeps yearly water consumption no higher than that of 1 local restaurant.

"The cooling loop is filled once and the data centre can operate effectively with zero water consumption. Daily water usage across a year is roughly equivalent to what a single restaurant would use"

The mechanism is mainly about replacing evaporative cooling with closed-loop direct-to-chip liquid cooling, so water moves like coolant inside a sealed machine rather than being boiled off into the air.

Hot GB200-class AI racks produce too much heat for normal air cooling, so cold liquid is pushed through pipes into the servers and across metal cold plates touching the hottest chips.

The liquid enters the rack cool, absorbs heat from the chips through cold plates, then exits the rack at a higher temperature and carries that heat through pipes to a huge cooling system outside the compute floor.

Microsoft says Fairwater sends that hot water to cooling “fins” beside the datacenter, where 172 20-foot fans blow air across the fins and dump the heat into the outside air.

The important detail is that the air cools the water through metal surfaces, so the water does not need to evaporate the way many older datacenters use cooling towers.

The cooled liquid then returns to the servers, repeats the loop, and keeps absorbing heat from the chips.

In older data centers, heat is often removed partly through cooling towers. Hot water meets moving air, some water evaporates, and that phase change carries heat away. Effective, but it consumes fresh water continuously.

But Firwater is a closed loop because the same coolant keeps circulating through sealed pipes: it absorbs heat from the chips, releases that heat through radiator-like fins, then flows back to the chips again.

For Wisconsin Fairwater, Microsoft says more than 90% of the facility uses closed-loop liquid cooling, while the remaining portion uses outside air and switches to water only on the hottest days.

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From "Microsoft" YouTube channel, (link in comment)

[Shubham Saboo @Saboo_Shubham_]

This is INSANE.

Google just dropped a free AI voice dictation app for iOS and Mac.

Every premium feature works without any subscription.

100% free, runs fully local, powered by Gemma 4.

[Aditya Raj Kaul @AdityaRajKaul]

Extremely Rare Red Sprites Spotted Flashing Over Tibet. They are caused by high levels of electrical activity and form in the upper atmosphere during powerful thunderstorms.

[0xDipper @Dipper_pol]

Nassim Taleb: pick two people at random

If their combined height is 4.1m, it's basically 2.05 + 2.05.
If their combined wealth is $36M, it's almost never 18 + 18 - it's ~$1,000 and ~$36M.

Height lives in "Mediocristan," where the average tells you everything.
Wealth - and markets - live in "Extremistan," where one event dominates the whole picture.

Ruin there never comes from a string of bad days.
It comes from a single one.

~1hr lecture, free. The Black Swan author at Cambridge on why the statistics you were taught break exactly where it matters.

Being right on average means nothing if one tail empties the account.

[Sundar Pichai @sundarpichai]

Our new Gemma 4 12B model hits a sweet spot between size + performance: it can run locally on a laptop, while enabling powerful multi-step reasoning and agentic workflows. Can’t wait to see what the community does with this one!

[kache @yacineMTB]

everyone who doubted Mustafa real quiet right now

[Deedy @deedydas]

Every single book that influenced Demis Hassabis and DeepMind (and how it inspired them), from “Infinity Machine”.

Classics like GEB, Hitchhikers, Foundation series, Culture series and modern ones like the Altman influences.

Bookmark this. Required reading all technologists.

[Prakash Dadlani @prakdadlani]

India has one of the world’s biggest markets, a rapidly growing GDP, abundant raw materials, world-class talent, and millions of hands ready to build.

What we desperately need now is bold, patient funding to unlock manufacturing at true global scale.

The hunger and potential are enormous, it’s time to back our builders and take our physical economy to the next level. 🇮🇳🔥

Who’s doing this in Bharat?

[Jerry Liu @jerryjliu0]

Last week we revamped Liteparse to be the fastest PDF parser out there ⚡️

An underrated part of liteparse is it doesn't just give you text. It gives you bounding boxes that a coding agent can use to paint exact audit trails back to the source document.

For instance, check out the deep research skill we compiled in liteparse_samples: https://t.co/eoICBmvEnq

Come check out liteparse: https://t.co/JNER0mVcB8

We are hard at work making liteparse even better (e.g. Markdown support). Please feel free to open up issues, PRs, and let us know your feature requests 🙏

[CG @cgtwts]

Sam Altman right now:

[Marc Andreessen 🇺🇸 @pmarca]

Interesting.

[TheBigBerbowski @TheBigBerbowski]

Criminally under followed.

[Subrat Kumar Panda @subratpanda]

This is great!

[Dami-Defi @DamiDefi]

https://t.co/RlDbHNZLaA

[Subrat Kumar Panda @subratpanda]

https://t.co/83p7pMNoej

[Dami-Defi @DamiDefi]

Claude thinks. Obsidian remembers. Hermes acts. Kimi finds. Cursor builds.Five tools.

Five distinct capabilities. None of them redundant.

One coordinated stack that compounds every layer into the next.

The full build with exact prompts and setups is in the article.

[Michael Rabinovich @MikushRab]

Opus 4.8 just dropped and I ran it through our CAD tasks. 4.6 → 4.7 → 4.8 side by side.

The results are unexpected!

[Elon Musk @elonmusk]

😂

[WorldofAI @intheworldofai]

🚨BREAKING: OpenAI's Codex is now completely FREE to run locally with Ollama.

No API costs. No rate limits. 100% private on your machine.

You can now use both the Codex App and Codex CLI with powerful open-source models like DeepSeek V4, Gemma 4, and Qwen 3.6.

Here's how to set it up in minutes:

[Rahul @sairahul1]

Complete Claude Code Training 6 HOURS.

The most comprehensive Claude training on the internet.

From A to Z: setup, workflow creation, website deployment, agent team creation, browser automation, client prospecting and pricing your services.

All of it without writing a single line of code.

In the end: you use Claude Code like a pro and you monetize your skills.

Beginner or advanced, everything is there in one place, this course covers it all.

It's worth more than all those $500 courses you almost bought.

Keep it bookmarked and watch later.

[darkzodchi @zodchiii]

Anthropic CEO Dario Amodei:

"The cheapest way to use Claude is also the smartest. Most devs do the exact opposite."

In 36 minutes, he breaks down the real economics behind every Claude model, and why running them all the same way is a mistake.

Watch the full interview, then save the config below 👇