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File: fe8b61799050f5b⋯.png (249.11 KB,434x562,217:281,fe8b61799050f5.png)

23dab7 No.397176

DEEP STATE VS DEEP SEEK! DEEP SEEK JUST BROKE DEEP STATE MONOPOLY OVER AI!

Let me break down why DeepSeek's AI innovations are blowing people's minds (and possibly threatening Nvidia's $2T market cap) in simple terms…

1/ First, some context: Right now, training top AI models is INSANELY expensive. OpenAI, Anthropic, etc. spend $100M+ just on compute. They need massive data centers with thousands of $40K GPUs. It's like needing a whole power plant to run a factory.

2/ DeepSeek just showed up and said "LOL what if we did this for $5M instead?" And they didn't just talk - they actually DID it. Their models match or beat GPT-4 and Claude on many tasks. The AI world is (as my teenagers say) shook.

3/ How? They rethought everything from the ground up. Traditional AI is like writing every number with 32 decimal places. DeepSeek was like "what if we just used 8? It's still accurate enough!" Boom - 75% less memory needed.

4/ Then there's their "multi-token" system. Normal AI reads like a first-grader: "The… cat… sat…" DeepSeek reads in whole phrases at once. 2x faster, 90% as accurate. When you're processing billions of words, this MATTERS.

5/ But here's the really clever bit: They built an "expert system." Instead of one massive AI trying to know everything (like having one person be a doctor, lawyer, AND engineer), they have specialized experts that only wake up when needed.

6/ Traditional models? All 1.8 trillion parameters active ALL THE TIME. DeepSeek? 671B total but only 37B active at once. It's like having a huge team but only calling in the experts you actually need for each task.

7/ The results are mind-blowing:

- Training cost: $100M → $5M

- GPUs needed: 100,000 → 2,000

- API costs: 95% cheaper

- Can run on gaming GPUs instead of data center hardware

[1/3]

____________________________
Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

23dab7 No.397177

>>397176

[2/3]

8/ "But wait," you might say, "there must be a catch!" That's the wild part - it's all open source. Anyone can check their work. The code is public. The technical papers explain everything. It's not magic, just incredibly clever engineering.

9/ Why does this matter? Because it breaks the model of "only huge tech companies can play in AI." You don't need a billion-dollar data center anymore. A few good GPUs might do it.

10/ For Nvidia, this is scary. Their entire business model is built on selling super expensive GPUs with 90% margins. If everyone can suddenly do AI with regular gaming GPUs… well, you see the problem.

11/ And here's the kicker: DeepSeek did this with a team of <200 people. Meanwhile, Meta has teams where the compensation alone exceeds DeepSeek's entire training budget… and their models aren't as good.

12/ This is a classic disruption story: Incumbents optimize existing processes, while disruptors rethink the fundamental approach. DeepSeek asked "what if we just did this smarter instead of throwing more hardware at it?"

13/ The implications are huge:

- AI development becomes more accessible

- Competition increases dramatically

- The "moats" of big tech companies look more like puddles

- Hardware requirements (and costs) plummet

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

23dab7 No.397178

>>397177

[3/3]

14/ Of course, giants like OpenAI and Anthropic won't stand still. They're probably already implementing these innovations. But the efficiency genie is out of the bottle - there's no going back to the "just throw more GPUs at it" approach.

15/ Final thought: This feels like one of those moments we'll look back on as an inflection point. Like when PCs made mainframes less relevant, or when cloud computing changed everything.

AI is about to become a lot more accessible, and a lot less expensive. The question isn't if this will disrupt the current players, but how fast.

P.S. And yes, all this is available open source. You can literally try their models right now. We're living in wild times!

https://threadreaderapp.com/thread/1883686162709295541.html

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

23dab7 No.397213

Prepping 101: The Step-by-Step Guide to Surviving Global Chaos

https://www.bitchute.com/video/jSnUqORCHm2O/

DEEP SEEK JUST BROKE DEEP STATE MONOPOLY OVER AI!

https://8kun.top/pnd/res/397176.html

China Reveals New Cheap Yet Powerful Open Source AI As Western Tech Monopolies Crash & Burn

https://8kun.top/pnd/res/397173.html

Trump WINS Shortest Trade War In World History!

https://8kun.top/pnd/res/397146.html

Everlasting Good! Donald Trump Calls For Federal Audit Into The Billions $$$ Sent To Ukraine

https://8kun.top/pnd/res/397147.html

Exponential Good! Trump Seizes $300 Billion In Green Scam, Plans To Redirect It For America

https://8kun.top/pnd/res/397130.html

Extra Such Good! Border Wall Construction Resumes Under Trump's Second Term

https://8kun.top/pnd/res/397124.html

Ever So Good! Trump Begins Purging Deep State Neo-cons In Government

https://8kun.top/pnd/res/397080.html

European Oligarchs Frozen In Terror As Trump, Putin & Musk Make The Bering Strait Great Again

https://8kun.top/pnd/res/397028.html

Good! Trump Plans To Reduce Troop Presence In Europe, Mandate Better Pay

https://8kun.top/pnd/res/397003.html

Good! Trump Withdraws From Corrupt World Health Organization, Rescinds 78 Biden EOs

https://8kun.top/pnd/res/396944.html

Good! Trump Revokes Security Clearances For Traitors

https://8kun.top/pnd/res/396945.html

Good! Trump Intends To Restore Consumer Choice/Free Market Capitalism & Border Security

https://8kun.top/pnd/res/396862.html

Good! Putin Says President Trump Will Help Prevent WWIII In Inauguration Day Congratulations Message

https://8kun.top/pnd/res/396856.html

Israeli Fascists Threaten Trump Over Peace Deal As Their Government Collapses

https://8kun.top/pnd/res/396748.html

CNBC Still Shilling Covid Clot Shots That Cause Myocarditis, Guillain-Barré and Encephalomyelitis

https://8kun.top/pnd/res/396525.html

Argentina Voted For Limited Government… And Everything Got So Much BETTER!

https://8kun.top/pnd/res/396012.html

Dear American Mercenaries…. Don't become a DEAD FOOL.

https://8kun.top/pnd/res/396240.html

Beware The World War Trap For The Great Reset Subjugation Agenda

https://8kun.top/pnd/res/387707.html

Can't Hide It Anymore: US PRIVATE SECTOR EMPLOYMENT IS IN RECESSION

https://8kun.top/pnd/res/396155.html

Remember The 2008 Great Financial Crisis? It Is FAR WORSE Today…

https://8kun.top/pnd/res/393696.html

US Government Caught FAKING The CPI: Real Price Inflation Up 21.5% Per Year

https://8kun.top/pnd/res/391446.html

UK Government More Concerned About PR Than Their Citizens Getting RAPED AND KILLED

https://8kun.top/pnd/res/396334.html

The Western Era Of Dominance Is Over, Europe's Decline Undeniable

https://8kun.top/pnd/res/396154.html

Hostile Leadership And Bad Policies Are Behind Europe's Woes

https://8kun.top/pnd/res/395978.html

Putin Fights To Save Childrens' Genitalia As Trump Fights To Save Childrens' Brains

https://8kun.top/pnd/res/395794.html

Former US President Obama Helped Boost Slave Trade In Africa

https://8kun.top/pnd/res/396340.html

Turns Out, US Government Is Spending MILLIONS $$$ On Global Propaganda!

https://8kun.top/pnd/res/395780.html

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

23dab7 No.397214

GLOBAL REALITIES AND THREATS OF 2025 - 2030:

1) The economic damage done to America over the last decade has been extreme. Due to massive national debt insolvency, horrible economic policies, horrible foreign policies, wasteful governmental spending, a corrupt incompetent and bloated bureaucracy the American economy will take many years to recover. Hopefully under a new Trump administration they can boost energy production, bring down energy prices, lower interest rates for credit card debt and loans, lower taxes and give incentive to produce more here. In the meantime inflation is here to stay, be prepared.

2) Corrupt suicidal European governments want a major war with Russia badly. Europe is NOT a place you will wish to have your money in or to invest heavily into. European governments absolutely refuse to give up on project Ukraine. The coming war between Europe and Russia will happen, and when it does it will be lights out for most of Europe, with an economic collapse, martial law and harsh austerity measures that include the seizure of assets, bank accounts, pension funds and savings, combined with social unrest from new conscription laws and nullification of any freedom or individual activities. GET OUT OF EUROPE: physically and financially.

3) America, China and India will become the biggest safe havens during the Europe-Russian war. China and India will not become directly involved with this coming war. Americans, for the most part, are dead against being dragged into conflict to save Europe's corrupt asses. Trump is not likely to come to the rescue of assholes who are currently running Europe, it would be both extremely unpopular and face large popular resistance and be political suicide for Trump's administration. Trump will likely tell Europe if they wish to commit suicide they do it on their own terms, not at the expense of America. America will be a safe haven, simply be prepared to hunker down comfy at home, refuse to be involved with the war and pop some popcorn for the future destruction of Russia, Ukraine AND Europe.

4) The goal hegemony of the WEF/Davos "elites" is crumbling. These are dangerous times. You, as an American, will be able to survive if you understand your government has become largely corrupted and subverted and these people HATE US. These people see us as "useless eaters" and will do everything they can to further destabilize the country. Be prepared, have a stockup of basic essentials at home, have a generator with extra fuel, some deep cycle 12V batteries and a couple power 1,000W inverters, have a wood burning stove or fireplace for winter, extra socks/shoes/boots/clothing, have some extra long-term food storage, have a source for clean water or a rain water collection & water filtering system (if you have well water have an extra well pump), do research other preparedness tips on Youtube and Rumble. Stay away from riots and protests when things get nasty and be prepared to hunker down at any time necessary.

5) Listen to what Martin Armstrong; an economist with a straight record of being correct; has to say about the times ahead. Here is his latest interview on USA Watchdog with Greg Hunter:

Devalued Dollar Will Crash the DOW – Martin Armstrong

https://rumble.com/v6dfvfg-devalued-dollar-will-crash-the-dow-martin-armstrong.html

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

23dab7 No.397246

GLOBAL REALITIES AND THREATS OF 2025 - 2030:

1) The economic damage done to America over the last decade has been extreme. Due to massive national debt insolvency, horrible economic policies, horrible foreign policies, wasteful governmental spending, a corrupt incompetent and bloated bureaucracy the American economy will take many years to recover. Hopefully under a new Trump administration they can boost energy production, bring down energy prices, reduce bureaucracy, lower interest rates for credit card debt and loans, lower taxes and give incentive to produce more here. In the meantime inflation is here to stay, be prepared.

2) Corrupt suicidal European governments want a major war with Russia badly. Europe is NOT a place you will wish to have your money in or to invest heavily into. European governments absolutely refuse to give up on project Ukraine. The coming war between Europe and Russia will happen, and when it does it will be lights out for most of Europe, with an economic collapse, martial law and harsh austerity measures that include the seizure of assets, bank accounts, pension funds and savings, combined with social unrest from new conscription laws and nullification of any freedom or individual activities. GET OUT OF EUROPE: physically and financially.

3) America, China and India will become the biggest safe havens during the Europe-Russian war. China and India will not become directly involved with this coming war. Americans, for the most part, are dead against being dragged into conflict to save Europe's corrupt asses. Trump is not likely to come to the rescue of assholes who are currently running Europe, it would be both extremely unpopular and face large popular resistance and be political suicide for Trump's administration. Trump will likely tell Europe if they wish to commit suicide they do it on their own terms, not at the expense of America. America will be a safe haven, simply be prepared to hunker down comfy at home, refuse to be involved with the war and pop some popcorn for the future destruction of Russia, Ukraine AND Europe.

4) The goal hegemony of the WEF/Davos "elites" is crumbling. These are dangerous times. You, as an American, will be able to survive if you understand your government has become largely corrupted and subverted and these people HATE US. These people see us as "useless eaters" and will do everything they can to further destabilize the country. Be prepared, have a stockup of basic essentials at home, have a generator with extra fuel, some deep cycle 12V batteries and a couple 1,000W power inverters, have a wood burning stove or fireplace for winter, extra socks/shoes/boots/clothing, have some extra long-term food storage, have a source for clean water or a rain water collection & water filtering system (if you have well water have an extra well pump), firearms/ammunition to defend yourselves and family, do research other preparedness tips on Youtube and Rumble. Stay away from riots and protests when things get nasty and be prepared to hunker down at any time necessary.

5) Listen to what Martin Armstrong; an economist with a straight record of being correct; has to say about the times ahead. Here is his latest interview on USA Watchdog with Greg Hunter:

Devalued Dollar Will Crash the DOW – Martin Armstrong

https://rumble.com/v6dfvfg-devalued-dollar-will-crash-the-dow-martin-armstrong.html

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

23dab7 No.397273

GLOBAL REALITIES AND THREATS OF 2025 - 2030:

1) The economic damage done to America over the last decade has been extreme. Due to massive national debt insolvency, horrible economic policies, horrible foreign policies, wasteful governmental spending, a corrupt incompetent and bloated bureaucracy the American economy will take many years to recover. Hopefully under a new Trump administration they can boost energy production, bring down energy prices, reduce bureaucracy, lower interest rates for credit card debt and loans, lower taxes and give incentive to produce more here. In the meantime inflation is here to stay, be prepared.

2) Corrupt suicidal European governments want a major war with Russia badly. Europe is NOT a place you will wish to have your money in or to invest heavily into. European governments absolutely refuse to give up on project Ukraine. The coming war between Europe and Russia will happen, and when it does it will be lights out for most of Europe, with an economic collapse, martial law and harsh austerity measures that include the seizure of assets, bank accounts, pension funds and savings, combined with social unrest from new conscription laws and nullification of any freedom or individual activities. GET OUT OF EUROPE: physically and financially.

3) America, China and India will become the biggest safe havens during the Europe-Russian war. China and India will not become directly involved with this coming war. Americans, for the most part, are dead against being dragged into conflict to save Europe's corrupt asses. Trump is not likely to come to the rescue of assholes who are currently running Europe, it would be both extremely unpopular and face large popular resistance and be political suicide for Trump's administration. Trump will likely tell Europe if they wish to commit suicide they do it on their own terms, not at the expense of America. America will be a safe haven, simply be prepared to hunker down comfy at home, refuse to be involved with the war and pop some popcorn for the future destruction of Russia, Ukraine AND Europe.

4) The goal hegemony of the WEF/Davos "elites" is crumbling. These are dangerous times. You, as an American, will be able to survive if you understand your government has become largely corrupted and subverted and these people HATE US. These people see us as "useless eaters" and will do everything they can to further destabilize the country. Be prepared, have a stockup of basic essentials at home, have a generator with extra fuel, some deep cycle 12V batteries and a couple 1,000W power inverters, have a wood burning stove or fireplace for winter, extra socks/shoes/boots/clothing, have some extra long-term food storage, have a source for clean water or a rain water collection & water filtering system (if you have well water have an extra well pump), firearms/ammunition to defend yourselves and family, do research other preparedness tips on Youtube and Rumble. Stay away from riots and protests when things get nasty and be prepared to hunker down at any time necessary.

5) Listen to what Martin Armstrong; an economist with a straight record of being correct; has to say about the times ahead. Here is his latest interview on USA Watchdog with Greg Hunter:

Devalued Dollar Will Crash the DOW – Martin Armstrong

https://rumble.com/v6dfvfg-devalued-dollar-will-crash-the-dow-martin-armstrong.html

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

23dab7 No.397274

Prepping 101: The Step-by-Step Guide to Surviving Global Chaos

https://www.bitchute.com/video/jSnUqORCHm2O/

GLOBAL REALITIES AND THREATS OF 2025 - 2030:

https://8kun.top/pnd/res/397218.html

DEEP SEEK JUST BROKE DEEP STATE MONOPOLY OVER AI!

https://8kun.top/pnd/res/397176.html

China Reveals New Cheap Yet Powerful Open Source AI As Western Tech Monopolies Crash & Burn

https://8kun.top/pnd/res/397173.html

Trump WINS Shortest Trade War In World History!

https://8kun.top/pnd/res/397146.html

Everlasting Good! Donald Trump Calls For Federal Audit Into The Billions $$$ Sent To Ukraine

https://8kun.top/pnd/res/397147.html

Exponential Good! Trump Seizes $300 Billion In Green Scam, Plans To Redirect It For America

https://8kun.top/pnd/res/397130.html

Extra Such Good! Border Wall Construction Resumes Under Trump's Second Term

https://8kun.top/pnd/res/397124.html

Ever So Good! Trump Begins Purging Deep State Neo-cons In Government

https://8kun.top/pnd/res/397080.html

European Oligarchs Frozen In Terror As Trump, Putin & Musk Make The Bering Strait Great Again

https://8kun.top/pnd/res/397028.html

Good! Trump Plans To Reduce Troop Presence In Europe, Mandate Better Pay

https://8kun.top/pnd/res/397003.html

Good! Trump Withdraws From Corrupt World Health Organization, Rescinds 78 Biden EOs

https://8kun.top/pnd/res/396944.html

Good! Trump Revokes Security Clearances For Traitors

https://8kun.top/pnd/res/396945.html

Good! Trump Intends To Restore Consumer Choice/Free Market Capitalism & Border Security

https://8kun.top/pnd/res/396862.html

Good! Putin Says President Trump Will Help Prevent WWIII In Inauguration Day Congratulations Message

https://8kun.top/pnd/res/396856.html

Israeli Fascists Threaten Trump Over Peace Deal As Their Government Collapses

https://8kun.top/pnd/res/396748.html

CNBC Still Shilling Covid Clot Shots That Cause Myocarditis, Guillain-Barré and Encephalomyelitis

https://8kun.top/pnd/res/396525.html

Argentina Voted For Limited Government… And Everything Got So Much BETTER!

https://8kun.top/pnd/res/396012.html

Dear American Mercenaries…. Don't become a DEAD FOOL.

https://8kun.top/pnd/res/396240.html

Beware The World War Trap For The Great Reset Subjugation Agenda

https://8kun.top/pnd/res/387707.html

Can't Hide It Anymore: US PRIVATE SECTOR EMPLOYMENT IS IN RECESSION

https://8kun.top/pnd/res/396155.html

Remember The 2008 Great Financial Crisis? It Is FAR WORSE Today…

https://8kun.top/pnd/res/393696.html

US Government Caught FAKING The CPI: Real Price Inflation Up 21.5% Per Year

https://8kun.top/pnd/res/391446.html

UK Government More Concerned About PR Than Their Citizens Getting RAPED AND KILLED

https://8kun.top/pnd/res/396334.html

The Western Era Of Dominance Is Over, Europe's Decline Undeniable

https://8kun.top/pnd/res/396154.html

Hostile Leadership And Bad Policies Are Behind Europe's Woes

https://8kun.top/pnd/res/395978.html

Putin Fights To Save Childrens' Genitalia As Trump Fights To Save Childrens' Brains

https://8kun.top/pnd/res/395794.html

Former US President Obama Helped Boost Slave Trade In Africa

https://8kun.top/pnd/res/396340.html

Turns Out, US Government Is Spending MILLIONS $$$ On Global Propaganda!

https://8kun.top/pnd/res/395780.html

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

849af7 No.397568

Anyone who says cracker is a racist, whites are right we da best

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.



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