"The Congressional Budget Office forecasts an annual deficit of 6% of GDP over the next ten years. Previously, such figures were typical only for the times of world wars or the deepest crises. By 2036, debt servicing alone will cost an unthinkable $2 trillion annually, and debt itself will jump to 120% of GDP, breaking a record since World War II."—Rybar America

Nothing good…The American economy is not waiting >

https://trump.news-pravda.com/world/2026/03/23/318890.html

#deficit #record #economy #USA #news #forecasts #debt #trillions #GDP #Trump_regime

"The military-industrial-complex has grown into a monster so influential and powerful that even its earliest critics likely never foresaw its evolution. Where will it go from here, and can anything stop it? Bill Hartung tackles this question."—The Chris Hedges Report

The Trillion Dollar War Machine with William D. Hartung >

https://youtu.be/4mxti7sPPD0?si=FnWlZJBM1e3ghv0a

#interview #USA #war_machines #insight #elite #wars #The_Pentagon #military_industrial_complex #war #Gaza #Iran #mass_medias #militarism #consequences #destruction #movies #Middle_East #media #trillions #money #degradation #budget #education #disinformation #economy #video

RE: https://flipboard.com/@futurism/all-about-artificial-intelligence-c4ob1hesz/-/a-7mhODcBUTj-2yt4WRWnkIw%3Aa%3A1737388686-%2F0

“#AI companies are looking to spend #trillions of #dollars on data centers to power their increasingly resource-intensive AI models—an astronomical amount of money that could threaten the entire economy if the bet doesn’t pay off.”

LLMs contain a LOT of parameters. But what’s a parameter? – MIT Technology Review

Artificial intelligence

LLMs contain a LOT of parameters. But what’s a parameter?

They’re the mysterious numbers that make your favorite AI models tick. What are they and what do they do?

By Will Douglas Heavenarchive page

January 7, 2026

Photo Illustration by Sarah Rogers/MITTR | Photos Getty

MIT Technology Review Explains: Let our writers untangle the complex, messy world of technology to help you understand what’s coming next. You can read more from the series here.

I am writing this because one of my editors woke up in the middle of the night and scribbled on a bedside notepad: “What is a parameter?” Unlike a lot of thoughts that hit at 4 a.m., it’s a really good question—one that goes right to the heart of how large language models work. And I’m not just saying that because he’s my boss. (Hi, Boss!)

A large language model’s parameters are often said to be the dials and levers that control how it behaves. Think of a planet-size pinball machine that sends its balls pinging from one end to the other via billions of paddles and bumpers set just so. Tweak those settings and the balls will behave in a different way.  

OpenAI’s GPT-3, released in 2020, had 175 billion parameters. Google DeepMind’s latest LLM, Gemini 3, may have at least a trillion—some think it’s probably more like 7 trillion—but the company isn’t saying. (With competition now fierce, AI firms no longer share information about how their models are built.)

But the basics of what parameters are and how they make LLMs do the remarkable things that they do are the same across different models. Ever wondered what makes an LLM really tick—what’s behind the colorful pinball-machine metaphors? Let’s dive in.  

What is a parameter?

Think back to middle school algebra, like 2a + b. Those letters are parameters: Assign them values and you get a result. In math or coding, parameters are used to set limits or determine output. The parameters inside LLMs work in a similar way, just on a mind-boggling scale. 

Editor’s Note: Read the rest of the story, at the below link.

Continue/Read Original Article Here: LLMs contain a LOT of parameters. But what’s a parameter? | MIT Technology Review

Doc Talk Podcast Makes Contact With ‘Every Contact Leaves A Trace’ Director Lynne Sachs And ‘Trillion’s Victor Kossakovsky
#Documentary #Festivals #Podcast #DocTalk #DocTalkPodcast #EveryContactLeavesaTrace #InternationalDocumentaryFestivalAmsterdam #LynneSachs #Trillions #VictorKossakovsky

https://deadline.com/2025/12/doc-talk-podcast-lynne-sachs-victor-kosskofsky-1236650761/

How do you LIKE IT ? Your #MILLION #BILLIONS #TRILLIONS dollas????

Watch Video How do you like it your first #MILLION DOLLARS? #GPBNet

https://happytvnews.wordpress.com/2025/10/21/how-do-you-like-it-your-million-billions-trillions-dollas/

The dementia patient is dissembling freely again:

> "Without Tariffs, and all of the TRILLIONS OF DOLLARS we have already taken in,
> our Country would be completely destroyed, and our military power would be
> instantly obliterated"

Trillions? The actual figure for the whole of this administration is around 100 billion - and that's including tariffs, customs / duty, and excise taxes that existed pre-tantrum.

He's mad judges have correctly ruled that his (limited) authority to levy tariffs in an emergency doesn't just let him do anything and everything he wants, forever.

Someone please take the phone away from grandpa. He needs to sleep.

#USPol #Trump #tariff #tariffs #revenue #customs #excise #trillions #billions #dissemble #lie #MentalPatient #dementia #demented #rant #raving #lunatic #USA #tantrum #TACO