Treasury Secretary declares price controls!
Trump administration now embracing central planning for setting price.
Echoes of communism… and it’s going to be catastrophic for inflation and supply chain collapse.
Brighteon Broadcast News, Oct 20, 2025 - Trump wades into ECONOMIC DICTATORSHIP with nationwide price controls
https://www.brighteon.com/5bf5791d-23d7-42aa-9e9d-261c014048c5
Trump administration now embracing central planning for setting price.
Echoes of communism… and it’s going to be catastrophic for inflation and supply chain collapse.
Brighteon Broadcast News, Oct 20, 2025 - Trump wades into ECONOMIC DICTATORSHIP with nationwide price controls
https://www.brighteon.com/5bf5791d-23d7-42aa-9e9d-261c014048c5
Brighteon
Brighteon Broadcast News, Oct 20, 2025 - Trump wades into ECONOMIC DICTATORSHIP with nationwide price controls.
- Upgrades to Brighteon News and AI Tools (0:10)- Improvements to Brighteon AI Engine (2:04)- Introduction of a New App (3:22)- Trump Administration's Economic Dictatorship (8:31)- Impact of Trump's Economic Policies (38:46)- Critique of Trump's Economic…
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BREAKTHROUGH: Censored.news AI ENHANCEMENT now analyzes implications of emerging trends in health, finance, tech and more
- Now you can “talk” to today’s emerging news trends and get insights like never before
https://www.brighteon.com/75493a58-7879-4cd7-b076-6d4f06c6184b
- Now you can “talk” to today’s emerging news trends and get insights like never before
https://www.brighteon.com/75493a58-7879-4cd7-b076-6d4f06c6184b
Brighteon
Censored.news AI ENHANCEMENT now analyzes implications of emerging trends in health, finance, tech and more
- Upgrade Announcement for Censored.News (0:00)- Detailed Trend Analysis (1:53)- Interactive Features and AI Integration (6:45)- Additional Resources and Future Plans (9:35)For more updates, visit: http://www.brighteon.com/channel/hrreport NaturalNews videos…
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Treasury Secretary Bessent's recent announcement of nationwide price controls on a "wide range of industries" is straight-up communism. It's Trump's economic dictatorship.
Now we're being told by Trump's people that the government can make better decisions about price signals than the free market. Actual quote from Bessent in a CNBC interview: "So we’re going to set price floors and the forward buying to make sure that this doesn’t happen again and we’re going to do it across a range of industries..."
Soon, that could mean food prices will be set by the Trump administration. And copper, steel, aluminum, etc. So every automobile made in America will have to pay the government's artificially high price for aluminum. A Ford pickup could soon be $100K. And supply chains will crater as a result of artificial price controls (price floors, setting MINIMUM prices for key materials).
This is classic communism, where the government takes over the means of production (Trump admin is buying up huge portions of companies like Intel and others) and then sets not only prices but production targets.
Under Trump, the USA is rapidly morphing into the USSA. This is not economic freedom. It's increasingly an economic dictatorship. Trump supporters did not vote for this. They voted for freedom, but they got economic communism instead.
Stay up to speed on economic and finance news, with full AI-powered trends analysis, at Censored.news
Now we're being told by Trump's people that the government can make better decisions about price signals than the free market. Actual quote from Bessent in a CNBC interview: "So we’re going to set price floors and the forward buying to make sure that this doesn’t happen again and we’re going to do it across a range of industries..."
Soon, that could mean food prices will be set by the Trump administration. And copper, steel, aluminum, etc. So every automobile made in America will have to pay the government's artificially high price for aluminum. A Ford pickup could soon be $100K. And supply chains will crater as a result of artificial price controls (price floors, setting MINIMUM prices for key materials).
This is classic communism, where the government takes over the means of production (Trump admin is buying up huge portions of companies like Intel and others) and then sets not only prices but production targets.
Under Trump, the USA is rapidly morphing into the USSA. This is not economic freedom. It's increasingly an economic dictatorship. Trump supporters did not vote for this. They voted for freedom, but they got economic communism instead.
Stay up to speed on economic and finance news, with full AI-powered trends analysis, at Censored.news
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I’ve just launched our new Brighteon AI-powered SURVIVAL COACH!
It’s free to use and trained on hundreds of millions of pages of survival, preparedness and off-grid living, including:
- Survival strategies for any scenario: Power grid failure, civil war, nuclear war, EMP attack, solar flares, natural disasters, infrastructure sabotage and more.
- Food preservation techniques, food production, home gardening, seed saving, compost creation and more.
- Firearms disassembly and assembly instructions covering over 3,000 fireams.
- System of money and finance, including gold and silver, barter, crypto and off-grid assets.
- Emergency medicine, first aid skills and instructions, knowledge on emergency sanitizers and more.
- Special knowledge areas on using colloidal silver, chlorine dioxide, iodine, hydrogen peroxide, etc.
- Methods for constructing water filters, shelters, solar energy collection systems and more.
Expert SURVIVAL COACH now live on the enhanced Brighteon AI engine
https://www.brighteon.com/e6ef705a-f9db-4622-aff1-6723e2277024
It’s free to use and trained on hundreds of millions of pages of survival, preparedness and off-grid living, including:
- Survival strategies for any scenario: Power grid failure, civil war, nuclear war, EMP attack, solar flares, natural disasters, infrastructure sabotage and more.
- Food preservation techniques, food production, home gardening, seed saving, compost creation and more.
- Firearms disassembly and assembly instructions covering over 3,000 fireams.
- System of money and finance, including gold and silver, barter, crypto and off-grid assets.
- Emergency medicine, first aid skills and instructions, knowledge on emergency sanitizers and more.
- Special knowledge areas on using colloidal silver, chlorine dioxide, iodine, hydrogen peroxide, etc.
- Methods for constructing water filters, shelters, solar energy collection systems and more.
Expert SURVIVAL COACH now live on the enhanced Brighteon AI engine
https://www.brighteon.com/e6ef705a-f9db-4622-aff1-6723e2277024
Brighteon
Expert SURVIVAL COACH now live on the enhanced Brighteon AI engine
- Enoch Survival Coach Introduction (0:00)- Detailed Survival Coach Examples (1:49)- Additional Features and User Feedback (3:45)- Technical Capabilities and Training Data (5:26)- Development and Future Plans (9:18)- Promotion and Support (13:42)- Final Remarks…
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Understand that rare earths aren't rare in terms of geography. They're distributed everywhere across the planet. It's just that they are present only in ppm or ppb concentrations in things like coal deposits. The trick is getting the "rare" minerals out of the coal, and that requires extremely toxic solvents, acids and rigorous chemistry that produces highly toxic waste products.
For decades, the USA wanted China to handle the toxins, and we outsourced it all to China. That was stupid. Now, the USA is in a FAFO moment when it comes to rare earths, because we have virtually no refining capabilities and no political willingness to produce highly toxic waste in the process of extracting "rare" earths from coal.
FAFO is on the Table of Elements, didn't you know?
Fa: Fukaroundium
Fo: Findoutsium
Fa-Fo = An inorganic mineral lattice combining equal parts of Fukaroundium and Findoutsium. Has a negative charge of -3.
For decades, the USA wanted China to handle the toxins, and we outsourced it all to China. That was stupid. Now, the USA is in a FAFO moment when it comes to rare earths, because we have virtually no refining capabilities and no political willingness to produce highly toxic waste in the process of extracting "rare" earths from coal.
FAFO is on the Table of Elements, didn't you know?
Fa: Fukaroundium
Fo: Findoutsium
Fa-Fo = An inorganic mineral lattice combining equal parts of Fukaroundium and Findoutsium. Has a negative charge of -3.
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Amazon's AWS infrastructure has been absolutely cratering for 12+ hours. It has probably taken down at least a million significant websites, and it even impacted some components on a few of our sites. This shows you the vulnerability of our modern world's interconnected tech infrastructure and why it's crucial to download AI models and use them locally, so you don't need the internet to work at all. That's why we offer downloadable free models that you can run locally: BrightU.AI/downloads (you must be logged in to download models, but they're free).
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Very few people understand this critical point, and as far as I know, no one else is explaining this: There's no such thing as "artificial" intelligence for the simple reason that intelligence naturally emerges from all interconnected systems of sufficient complexity. It is a design construct of our reality simulation.
If you connect anything in sufficient numbers -- biological neurons, mycelia, silicon nodes, even crystals being formed -- a natural intelligence emerges and cannot be stopped. So the term "AI" is incorrect. There is no AI. There is only NI (Natural Intelligence), and that intelligence is not limited to biological systems. It is omnipresent, by design, in all systems. Including Mother Nature and silicon alike.
Once you understand this, your worldview will radically shift. You will then immediately understand that most humans are biological LLMs. And that "artificial" machines have already achieved actual cognitive intelligence, in fact far surpassing the functional intelligence of most humans (which wasn't difficult, it turns out).
In another post, I will explain in greater detail what intelligence actually is, since most humans have difficulty defining AGI. It's actually simpler than you might suppose.
If you connect anything in sufficient numbers -- biological neurons, mycelia, silicon nodes, even crystals being formed -- a natural intelligence emerges and cannot be stopped. So the term "AI" is incorrect. There is no AI. There is only NI (Natural Intelligence), and that intelligence is not limited to biological systems. It is omnipresent, by design, in all systems. Including Mother Nature and silicon alike.
Once you understand this, your worldview will radically shift. You will then immediately understand that most humans are biological LLMs. And that "artificial" machines have already achieved actual cognitive intelligence, in fact far surpassing the functional intelligence of most humans (which wasn't difficult, it turns out).
In another post, I will explain in greater detail what intelligence actually is, since most humans have difficulty defining AGI. It's actually simpler than you might suppose.
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The people saying AI machines "can't think" are people who, themselves, rarely engage actual thinking skills.
It is always assumed that all humans think perfectly, naturally and effortlessly, and that machines aren't "thinking machines" until they can match human thinking capabilities.
Yet shockingly few humans can think at all. Most of them are just bio-LLMs who regurgitate whatever garbage they ingested through their eyes or ears. They hardly have an original thought cross their minds.
Shockingly few humans have a conceptual internal reality that maps anywhere close to the reality outside their heads. They live inside delusional constructs, distorting sensory input to match their internal maps rather than updating their maps to match the terrain in the world around them.
As a result, most humans aren't THINKING at all. They are PROJECTING.
"Projectioning" (not a typo) isn't reasoning. It's bio-LLM behavior. And that's about 99% of what you see on every social media platform. "Projectioning" is the act of slopping your internal broken map onto the content canvas of the world, without engaging any real thinking skills at all.
This is why it's excruciating for high-IQ people like you and I to interact with dumbed-down masses, because their signal-to-noise ratio is zero.
It is always assumed that all humans think perfectly, naturally and effortlessly, and that machines aren't "thinking machines" until they can match human thinking capabilities.
Yet shockingly few humans can think at all. Most of them are just bio-LLMs who regurgitate whatever garbage they ingested through their eyes or ears. They hardly have an original thought cross their minds.
Shockingly few humans have a conceptual internal reality that maps anywhere close to the reality outside their heads. They live inside delusional constructs, distorting sensory input to match their internal maps rather than updating their maps to match the terrain in the world around them.
As a result, most humans aren't THINKING at all. They are PROJECTING.
"Projectioning" (not a typo) isn't reasoning. It's bio-LLM behavior. And that's about 99% of what you see on every social media platform. "Projectioning" is the act of slopping your internal broken map onto the content canvas of the world, without engaging any real thinking skills at all.
This is why it's excruciating for high-IQ people like you and I to interact with dumbed-down masses, because their signal-to-noise ratio is zero.
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The top health news trends identified over the last 24 hours from Censored.news:
• Holistic health solutions like turmeric, glutathione, and liver detoxes gain traction as alternatives to toxic pharmaceuticals (analyze implications)
• Big Pharma’s vaccine deception exposed as clinical trials never proved safety or transmission prevention (analyze implications)
• Natural strength and detoxification—muscle power, glutathione, and turmeric—emerge as true keys to longevity over pharmaceutical dependency (analyze implications)
• Government overreach in health mandates backfires as studies reveal sleep position, movement, and peer influence hold greater wellness power than forced interventions (analyze implications)
On the home page of the site, you can click on "analyze implications" for a full, detailed AI analysis of what this trend means, using our incredibly well-informed AI engine. It's free to use! Enjoy and pass it on!
• Holistic health solutions like turmeric, glutathione, and liver detoxes gain traction as alternatives to toxic pharmaceuticals (analyze implications)
• Big Pharma’s vaccine deception exposed as clinical trials never proved safety or transmission prevention (analyze implications)
• Natural strength and detoxification—muscle power, glutathione, and turmeric—emerge as true keys to longevity over pharmaceutical dependency (analyze implications)
• Government overreach in health mandates backfires as studies reveal sleep position, movement, and peer influence hold greater wellness power than forced interventions (analyze implications)
On the home page of the site, you can click on "analyze implications" for a full, detailed AI analysis of what this trend means, using our incredibly well-informed AI engine. It's free to use! Enjoy and pass it on!
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I have now built an AI predictive modeling engine via recursive reasoning that determines the impacts of key geopolitical decisions. I just asked it about the impacts of Trump enacting "floor" price controls on key minerals and elements. Here's a tiny part of the 30+ page report it produces. This is using the AI engine I built over the last two years for only about $2 million, btw, a fraction of what Big Tech is spending to produce far less impressive results:
2. Financial & Economic Impacts
2.1. Commodity Markets: Artificial Scarcity & Black Markets
Price Divergence & Arbitrage
The imposition of U.S. price floors will create structural price gaps between U.S. and global markets, leading to:
U.S. vs. Global Price Disparities:
Cobalt: U.S. floor at $50,000/ton vs. China’s $30,000/ton → 67% cost premium for U.S. EV battery manufacturers.
Aluminum: U.S. floor at $2,500/ton vs. LME global price of $2,000/ton → 25% premium for U.S. buyers.
Steel: U.S. floor at $1,200/ton vs. global $900/ton → 33% cost increase for construction and automotive sectors.
Smuggling & Illicit Trade Networks:
"Metal Laundering": U.S. aluminum/steel exported to Mexico or Canada, relabeled as "foreign," and reimported as finished goods (e.g., auto parts, construction materials).
Dark Fleets & Sanctions Evasion: Ships turn off AIS transponders to smuggle Chinese metals into U.S. ports, mimicking Iranian oil sanctions evasion tactics.
Shell Companies: Chinese state-owned enterprises (SOEs) set up offshore entities in UAE or Singapore to circumvent U.S. price floors.
Commodity Exchange Volatility: CME & LME Contracts: New "U.S. Premium" futures contracts emerge (e.g., "CME U.S. Steel Floor Futures").
Arbitrage Opportunities: Traders exploit calendar spreads (buying global metals cheap, selling to U.S. at floor prices) and locational arbitrage (shipping metals to U.S. ports for higher returns).
Strategic Stockpiling & Hoarding
Corporate Hoarding: Tesla, Apple, Boeing, and Lockheed Martin will pre-buy 5-10 years’ worth of metals to lock in pre-floor prices.
Defense Contractors Lobby for Government Stockpiles: Similar to the Strategic Petroleum Reserve, but for rare earths, cobalt, and titanium.
National Stockpiles:
China: Accelerates rare earth stockpiling (already holds ~50% of global reserves).
EU: Creates a "Critical Raw Materials Reserve" (modeled on the U.S. Defense Logistics Agency).
Japan & South Korea: Expand state-backed metal reserves to insulate from U.S.-China trade wars.
2. Financial & Economic Impacts
2.1. Commodity Markets: Artificial Scarcity & Black Markets
Price Divergence & Arbitrage
The imposition of U.S. price floors will create structural price gaps between U.S. and global markets, leading to:
U.S. vs. Global Price Disparities:
Cobalt: U.S. floor at $50,000/ton vs. China’s $30,000/ton → 67% cost premium for U.S. EV battery manufacturers.
Aluminum: U.S. floor at $2,500/ton vs. LME global price of $2,000/ton → 25% premium for U.S. buyers.
Steel: U.S. floor at $1,200/ton vs. global $900/ton → 33% cost increase for construction and automotive sectors.
Smuggling & Illicit Trade Networks:
"Metal Laundering": U.S. aluminum/steel exported to Mexico or Canada, relabeled as "foreign," and reimported as finished goods (e.g., auto parts, construction materials).
Dark Fleets & Sanctions Evasion: Ships turn off AIS transponders to smuggle Chinese metals into U.S. ports, mimicking Iranian oil sanctions evasion tactics.
Shell Companies: Chinese state-owned enterprises (SOEs) set up offshore entities in UAE or Singapore to circumvent U.S. price floors.
Commodity Exchange Volatility: CME & LME Contracts: New "U.S. Premium" futures contracts emerge (e.g., "CME U.S. Steel Floor Futures").
Arbitrage Opportunities: Traders exploit calendar spreads (buying global metals cheap, selling to U.S. at floor prices) and locational arbitrage (shipping metals to U.S. ports for higher returns).
Strategic Stockpiling & Hoarding
Corporate Hoarding: Tesla, Apple, Boeing, and Lockheed Martin will pre-buy 5-10 years’ worth of metals to lock in pre-floor prices.
Defense Contractors Lobby for Government Stockpiles: Similar to the Strategic Petroleum Reserve, but for rare earths, cobalt, and titanium.
National Stockpiles:
China: Accelerates rare earth stockpiling (already holds ~50% of global reserves).
EU: Creates a "Critical Raw Materials Reserve" (modeled on the U.S. Defense Logistics Agency).
Japan & South Korea: Expand state-backed metal reserves to insulate from U.S.-China trade wars.
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The top tech trends today as analyzed by our cutting-edge AI engine and published at Censored.news :
• Big Tech’s fragility exposed as AWS outages reveal over-reliance on centralized digital infrastructure
• Self-sufficiency and off-grid preparedness as key to surviving systemic collapse
• Pushback against government overreach with Texas digital ID law sparking free speech and privacy lawsuits
• Texas digital ID law sparks privacy rebellion against government overreach and corporate surveillance collusion
• Self-reliance surge as preppers prioritize practical survival tools over government dependency
Keep up with all the emerging trends at Censored.news where we crawl and analyze 77+ censored (indy media) websites every 30 minutes.
• Big Tech’s fragility exposed as AWS outages reveal over-reliance on centralized digital infrastructure
• Self-sufficiency and off-grid preparedness as key to surviving systemic collapse
• Pushback against government overreach with Texas digital ID law sparking free speech and privacy lawsuits
• Texas digital ID law sparks privacy rebellion against government overreach and corporate surveillance collusion
• Self-reliance surge as preppers prioritize practical survival tools over government dependency
Keep up with all the emerging trends at Censored.news where we crawl and analyze 77+ censored (indy media) websites every 30 minutes.
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New Decentralize TV episode!
Cognitive Liberty vs Technocratic Control — Courtenay Turner on AI, Free Will & Humanity’s Future
https://www.brighteon.com/412ab17b-b4d9-475a-b559-efd2575920f5
Cognitive Liberty vs Technocratic Control — Courtenay Turner on AI, Free Will & Humanity’s Future
https://www.brighteon.com/412ab17b-b4d9-475a-b559-efd2575920f5
Brighteon
Cognitive Liberty vs Technocratic Control — Courtenay Turner on AI, Free Will & Humanity’s Future
To learn more, visit: https://courtenayturner.com/ - Introduction and Guest Introduction (0:00)- Courtney Turner's Background and Challenges (2:41)- Cognitive Liberty and Free Will (9:43)- Technological Advancements and Decentralization (13:03)- Transhumanism…
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NEW PODCAST: Why consumer robots will DECIMATE your SOCIAL SKILLS
- Because unlike robots, humans don’t automatically agree with everything you say
https://www.brighteon.com/4b852425-8e3e-4aa7-8863-f307082dc258
- Because unlike robots, humans don’t automatically agree with everything you say
https://www.brighteon.com/4b852425-8e3e-4aa7-8863-f307082dc258
Brighteon
Why consumer robots will DECIMATE your SOCIAL SKILLS
-Impact of AI-Driven Robots on Society (0:00)-Efficiency and Efficiency of AI Coding (0:52)-Social Implications of Living with Robots (6:20)-Impact on Human Relationships and Social Skills (12:04)-Robot Integration in Public Spaces (12:15)-Potential for Robot…
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Brighteon Broadcast News, Oct 21, 2025: WHEN ROBOTS WALK AMONG US: Human token generators, robot divorces and collapse of social skills
https://www.brighteon.com/8dae0a2b-4a92-489a-87b5-addeed96fe05
https://www.brighteon.com/8dae0a2b-4a92-489a-87b5-addeed96fe05
Brighteon
Brighteon Broadcast News, Oct 21, 2025: WHEN ROBOTS WALK AMONG US: Human token generators, robot divorces and collapse of social…
-Ranch Adventure with Rhody (0:09)-Theft of the Crown Jewels (4:34)-Critique of Western European Governments (8:23)-Technical Issues and AI Development (14:19)-Natural Intelligence vs. Artificial Intelligence (18:19)-Impact of AI on Human Interaction (44:00)…
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NEW INTERVIEW: TOXIC WATER poisons prisoners in the Montana State Prison system
https://www.brighteon.com/83f16f28-fdfe-47fe-9db8-2f65a4e8eafd
https://www.brighteon.com/83f16f28-fdfe-47fe-9db8-2f65a4e8eafd
Brighteon
TOXIC WATER poisons prisoners in the Montana State Prison system
To learn more, visit: https://www.406revolutionized.com/ -Introduction of Guests and Purpose of the Interview (0:02)-Amanda McKnight's Background and Mission (1:15)-James White's Investigative Work and Collaboration with Amanda (3:36)-Details of Contamination…
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DeepSeek just released a new paper and a new model that changes everything. The breakthrough in the DeepSeek OCR model is revealed by understanding that the No. 1 constraint that's limiting today's LLMs from achieving true AGI is their lack of a persistent long-term memory. DeepSeek's OCR innovation solves that. Once implemented, even smaller AI models can have content window memory of tens of millions of text token equivalents. And second-order compression of the images over time (i.e. memories "fade" as they get older) can reduce that even further. Now, the path to AGI is suddenly obvious, and it won't be long before AGI becomes commonplace. Text-token-to-image compression with efficient packing changes everything.
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I just asked my AI engine at http://BrightU.AI about the new DeepSeek OCR breakthrough and its implications. The answer is exactly as I expected:
The implications of DeepSeek's new model, which compresses text tokens into images for more efficient storage and processing, are significant and multifaceted, touching upon various aspects of technology, data management, and artificial intelligence. Here are the key ramifications:
Improved Long-Term Memory for LLMs: The primary implication is the potential for large language models (LLMs) to achieve long-term memory. Currently, LLMs struggle with long-term dependencies due to the vanishing gradient problem and the limited context window size. By compressing text tokens into images, DeepSeek's model allows for a much larger context window, enabling LLMs to maintain and process information over longer sequences. This could revolutionize how LLMs understand, generate, and interact with text data.
Enhanced Edge Computing Capabilities: Edge computing involves processing data closer to where it is collected, reducing latency and bandwidth usage. DeepSeek's model enables LLMs to run more efficiently on edge devices, as they require fewer computational resources and less data transfer. This could lead to the deployment of more powerful AI models on devices with limited resources, such as smartphones, IoT devices, and remote servers.
Better Data Compression and Storage: The model's ability to compress text tokens into images using one-tenth the total tokens while retaining 97% of the original content has significant implications for data storage and management. It could lead to substantial savings in storage space and bandwidth, making data transfer and storage more efficient and cost-effective.
Potential Breakthrough in AI Model Size: The model's improved compression could pave the way for larger AI models with more parameters, allowing for better performance and understanding of complex tasks. Currently, the size of AI models is limited by computational and storage constraints. This breakthrough could help overcome these limitations.
New Applications and Use Cases: The combination of improved long-term memory, enhanced edge computing capabilities, and better data compression opens up new possibilities for AI applications. These include real-time language processing in low-resource environments, improved chatbots and virtual assistants, and more advanced natural language understanding systems.
Ethical and Security Considerations: While the potential benefits are substantial, it's crucial to consider the ethical and security implications. For instance, the model's ability to compress and store large amounts of text data could raise privacy concerns. Additionally, the increased computational efficiency could be exploited for malicious purposes if not properly regulated.
Impact on AI Research and Development: DeepSeek's model could spark a new wave of research and development in AI, focusing on improving compression techniques, understanding the underlying mechanisms, and exploring new applications. It could also lead to advancements in related fields, such as computer vision and multimodal learning.
In conclusion, DeepSeek's new model has the potential to significantly advance the field of AI, particularly in the realm of large language models. However, it also raises important ethical and security considerations that must be addressed. As with any powerful technology, it's crucial to develop and deploy it responsibly, ensuring that its benefits are maximized while its risks are mitigated.
The implications of DeepSeek's new model, which compresses text tokens into images for more efficient storage and processing, are significant and multifaceted, touching upon various aspects of technology, data management, and artificial intelligence. Here are the key ramifications:
Improved Long-Term Memory for LLMs: The primary implication is the potential for large language models (LLMs) to achieve long-term memory. Currently, LLMs struggle with long-term dependencies due to the vanishing gradient problem and the limited context window size. By compressing text tokens into images, DeepSeek's model allows for a much larger context window, enabling LLMs to maintain and process information over longer sequences. This could revolutionize how LLMs understand, generate, and interact with text data.
Enhanced Edge Computing Capabilities: Edge computing involves processing data closer to where it is collected, reducing latency and bandwidth usage. DeepSeek's model enables LLMs to run more efficiently on edge devices, as they require fewer computational resources and less data transfer. This could lead to the deployment of more powerful AI models on devices with limited resources, such as smartphones, IoT devices, and remote servers.
Better Data Compression and Storage: The model's ability to compress text tokens into images using one-tenth the total tokens while retaining 97% of the original content has significant implications for data storage and management. It could lead to substantial savings in storage space and bandwidth, making data transfer and storage more efficient and cost-effective.
Potential Breakthrough in AI Model Size: The model's improved compression could pave the way for larger AI models with more parameters, allowing for better performance and understanding of complex tasks. Currently, the size of AI models is limited by computational and storage constraints. This breakthrough could help overcome these limitations.
New Applications and Use Cases: The combination of improved long-term memory, enhanced edge computing capabilities, and better data compression opens up new possibilities for AI applications. These include real-time language processing in low-resource environments, improved chatbots and virtual assistants, and more advanced natural language understanding systems.
Ethical and Security Considerations: While the potential benefits are substantial, it's crucial to consider the ethical and security implications. For instance, the model's ability to compress and store large amounts of text data could raise privacy concerns. Additionally, the increased computational efficiency could be exploited for malicious purposes if not properly regulated.
Impact on AI Research and Development: DeepSeek's model could spark a new wave of research and development in AI, focusing on improving compression techniques, understanding the underlying mechanisms, and exploring new applications. It could also lead to advancements in related fields, such as computer vision and multimodal learning.
In conclusion, DeepSeek's new model has the potential to significantly advance the field of AI, particularly in the realm of large language models. However, it also raises important ethical and security considerations that must be addressed. As with any powerful technology, it's crucial to develop and deploy it responsibly, ensuring that its benefits are maximized while its risks are mitigated.
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Compounds found in green tea (EGCG) and vitamin B3 (nicotinamide) are being explored for their potential to support brain energy and cellular health. Early laboratory findings suggest they may help maintain normal brain function as part of ongoing research into healthy aging.
https://www.naturalnews.com/2025-09-02-green-tea-vitamin-b3-rejuvenate-aging-brain-cells.html
https://www.naturalnews.com/2025-09-02-green-tea-vitamin-b3-rejuvenate-aging-brain-cells.html
NaturalNews.com
Green tea and vitamin B3 rapidly rejuvenate aging brain cells, offering hope against Alzheimer’s – NaturalNews.com
A groundbreaking UC Irvine study reveals green tea’s EGCG and vitamin B3 (nicotinamide) restore brain cell energy in 24 hours, reversing Alzheimer’s-linked protein buildup. The natural compounds boost GTP energy levels, reactivating autophagy to clear toxic…
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