GPTware

Obsessed with all things Ai.
Entrepreneur. Builder. Hermes Orchestrator.
If you're into Ai, building and shipping follow me and i'll follow back!

[GPTware @GPTWare]

Agentic orchestration and agentic workflow creation are by far the most important and valuable skills you can have right now.

[McKinsey & Company @McKinsey]

Agentic orchestration layers allow AI agents, enterprise systems, and data connections to work together across functions.

As cognitive bottlenecks shrink, that allows decision-making to speed up, coordination to improve and new operating models to form. https://t.co/0to4HC26cu

[GPTware @GPTWare]

Got vRAM?

[Curiosity @CuriosityonX]

🚨: Sam altman says people may soon have to pay metered bills for ai just like electricity and water

[GPTware @GPTWare]

@usr_bin_roygbiv We all start somewhere

[GPTware @GPTWare]

@usanewshq Speed is relative

The earth travels around the sun at 66,600 mph

[GPTware @GPTWare]

@BTC_JEDI21 Yes

[Documenting Saylor @saylordocs]

Elon Musk was asked "Why should I Invest in Tesla rather than Mercedes benz?"

His answer:

[GPTware @GPTWare]

@DegenApeDev Very nice, looks great!

[GPTware @GPTWare]

@LottoLabs Shipped

[GPTware @GPTWare]

Snooze you lose people. Just bought it myself. Way too good of a deal. Will profit off this. Need some DDR5 for my main computer anyhow.

[GPTware @GPTWare]

Canadian friends looking to do local Ai. 👀👀👀

No affiliation. Just sharing a great deal. DYOR!
https://t.co/y1MkazBVOB

[GPTware @GPTWare]

Need it…

[TheNewPhysics @CharlesMullins2]

🚨 Scientists just built a refrigerator with NO compressor and NO refrigerant gas.

Just electricity.

Using a multilayer ceramic capacitor, researchers created a solid-state cooling system that changes temperature when an electric field is applied.

The result:
• ~3–4.5 K cooling swings
• works across room temperature
• survives >10 MILLION cycles
• no moving parts
• projected 70–90% Carnot efficiency

This is electrocaloric cooling and it may become one of the biggest threats to conventional refrigeration in decades.

Older materials only worked ABOVE room temperature and needed a brutal 42-day annealing process.

This new PST–PMW material:
• cools down to ~230 K
• avoids the expensive anneal
• handles massive electric fields
• maintains strong entropy transitions

The physics is beautiful.

An electric field reorganizes the material’s internal dipole structure, reshaping entropy inside the lattice and producing a real temperature drop.

Not “cold generation.”
Controlled entropy engineering.

If this scales:
• silent refrigerators
• ultra-efficient chip cooling
• vibration-free scientific systems
• wearable thermal control
• next-gen EV cooling

We may be watching refrigeration evolve from mechanical compression…
to programmable matter.

Follow me if you want the future of physics before it hits mainstream.

[GPTware @GPTWare]

@TheAhmadOsman I know there are legal ones but seems like very missed opportunity overall. It will come.

[GPTware @GPTWare]

@TheAhmadOsman …

[GPTware @GPTWare]

Every LLM tries to be everything to everyone. Why?

When will we have customizable MoEs that have a minimal solid universal base layer and selectable libraries of subject based super agents so you can compile your model as big or as small as you like?

[GPTware @GPTWare]

@TheAhmadOsman Why isn’t there more of this now?
“Finetune a highly specialized 9B-class model that dominates a narrow domain rather than a mediocre generalist, focusing on high-return $$$ markets”

[GPTware @GPTWare]

Do people still use torrents? They seem to be dying. What are people using now?

[GPTware @GPTWare]

@NVIDIAAI @Mayhem4Markets @LLMWildling @TheAhmadOsman @nvidia Thank you.

[GPTware @GPTWare]

@Tech2Wild I guess we’ll see. Just pulled the trigger.

[GPTware @GPTWare]

@TheAhmadOsman Always. Truth above all.

[GPTware @GPTWare]

@Mayhem4Markets Bitcoin, but both. Both now victims of paper trading.

[GPTware @GPTWare]

@0xSero Hope so! 🤪

[GPTware @GPTWare]

@Tech2Wild That DDR5 RAM alone right now $$$

[GPTware @GPTWare]

@TheAhmadOsman @_imdawon Gonna need a big one for ultra!