Stuff & Stuff
THE
Premiere Infra-Universal Journal of Sci-Tech
News & Olds & Socio-Stupidic Studies
[ Updated 32 June 2026 ]
2025
: April
// March // February
// January // 2024 : December
// November // October // September // August // July // June // May // April // March // February // January
https://www.youtube.com/watch?v=wu9pgN3JKvk
Introducing Rex Research : AirWells, PooGloos and Other Innovations That Will Blow Your Mind
Introducing Rex Research : AirWells, PooGloos and Other Innovations That Will Blow Your Mind
Wha's
Nuvo ?
https://clifhigh.substack.com/p/secrets-revealed-black-money-machines
Secrets Revealed - Black Money Machines // We are there, now // clif high
Secrets Revealed - Black Money Machines // We are there, now // clif high
https://www.youtube.com/watch?v=ZSHJ3jU6DiE
An invisible POWERFUL force is SWARMING the Earth and PROOF it's causing the Light Phenomenon!
https://www.youtube.com/watch?v=8E5YmFb2SrQ
Self Charging LED // Joel Lagace
...a live demonstration of field-structured energy transfer through time-asymmetric dynamics.
The high-Z electret cells don’t source current, but they allow potential to structure the system.
The LEDs form the nonlinear timing gate—the system’s pulse rhythm.
The transformer and blink collapse release real inductive energy—not sourced from the battery, but from the system's own internal field behavior.
The battery gets charged not from direct current flow, but via spike absorption, which the loop structure naturally feeds back.
This is what Bearden called “regauging the system”—altering the potential across a circuit such that work is done by the field, not by conventional current.
An Energy Ascent Process Using Time-Phased Potential Transfer
1V electret field = provides a stable scalar potential, not current.
High-Z loop = strictly regulates current to 1mA or less, preventing dissipation and enabling potential to "accumulate."
Blinking LED = acts as a nonlinear switch triggered by rising loop voltage—adds a time gate to the system.
Transformer spike = captures the sudden collapse in impedance, releasing stored energy as a sharp voltage pulse.
Thank you, Poland :
https://www.youtube.com/watch?v=874t-xQOm0U
How the Winged Hussar Saved Europe
https://www.tomsguide.com/ai/these-5-ai-prompts-work-like-magic-no-matter-which-chatbot-you-use
By Amanda Caswell [Excerpts]
1. Securing the right tone
Prompt: “Rewrite this in two tones: one casual and one professional.”
Swap out the tone styles to experiment further.
“Rewrite this in the voice of a Gen Z founder vs. a seasoned exec.”
“One version for a TED Talk, one for a Reddit comment.”
“One persuasive, one skeptical.”
It’s a great way to test how your message lands before you hit send.
2. Summarization
Prompt: “Summarize this without losing nuance”
Paste in your content and prompt the AI: “Summarize this without losing nuance. Keep key quotes and stats where relevant and note any conflicting points or important tone shifts.”
3. Asking the right questions
Prompt: “What questions should I be asking about this topic / plan / idea before I move forward?”
You can tailor this prompt to different contexts or roles for more targeted insight:
“What would a lawyer ask before signing this?”
“What should I ask before launching this on social?”
“What questions would a skeptical investor raise?”
4. Creative ideas
Prompt: “Give me 3 ideas for [X], and explain why each one could work”
"Rank these based on originality."
"Which one would perform best on Instagram?"
"Combine idea 1 and idea 3 into something more unique."
5. Challenge ideas
Prompt: “Play devil’s advocate and poke holes in this idea. Be brutally honest.”
Add:
“Respond like an investor with limited patience.”
“Be a rival company trying to discredit this.”
“What would a Reddit thread hate about this?”
6. Expert advice
Prompt: “Act like an expert in [field] and explain this in plain English”
“Explain this to someone without a law degree.”
“Break this down for a parent of a child with an IEP.”
“Talk to me like I’m new to investing and don’t want to sound clueless.”
7. Getting it done faster
Prompt: “What’s the fastest way to do this using AI tools I might already have access to?”
“Include any browser extensions or hidden settings.”
“Show me how to automate this with Gemini in Gmail.”
“Break this into 3 steps I can do in under 15 minutes.”
8. Discovery
Prompt: “What am I missing here?”
“From an outside perspective, what am I missing, underestimating, or getting wrong?”
You can also add context like: “Assume you're an investor,” or “Respond like a skeptical parent,” to tailor the kind of feedback you get.
9. Mental organization
Prompt: “Turn this into a checklist / table / calendar / step-by-step plan”
"Turn this into a Notion-style table with columns for due date, priority, and status.”
“Color-code by urgency: red for urgent, yellow for medium, green for low.”
“Add estimated time to complete next to each step.”
https://www.tomsguide.com/ai/i-use-gemini-every-day-here-are-7-prompts-i-cant-live-without
I use Gemini every day — here are 9 mind-blowing prompts I can’t live without
Prompt: “Summarize this article in 3 bullet points”
Prompt: “Brainstorm 10 creative ideas for [topic]”
Prompt: “Explain [complex topic] like I’m 10 years old”
Prompt: “Give me a step-by-step plan to [goal]”
Prompt: “Act as a [role] and give me advice on [situation]”
Prompt: “What are the most common mistakes beginners make in [hobby/job/skill]?”
https://interestingengineering.com/military/us-air-force-gets-eagle-like-glider-robots
US Air Force gets eagle-inspired robots that glide at 109 mph with 500-pound payload
This delivery is part of a broader effort to transform contested logistics operations by integrating precision-guided, unmanned aerial delivery platforms. // Author Kapil Kajal
The US Air Force has inducted multiple aerial cargo glider systems to improve its autonomous resupply operations.
In a recent press release, California-based defense company DZYNE Technologies announced that it has delivered multiple “Grasshopper” expendable aerial cargo glider systems to the service...
Mark Page // DZYNE Technologies Patents
1. VERTICAL TAKEOFF AND LANDING AIRCRAFT -- AU2024202990 (A1) 2024-05-23
2. DRAG RECOVERY SCHEME USING BOUNDARY LAYER INGESTION -- WO2021007216 (A1) 2021-01-14
3. DRAG RECOVERY SCHEME FOR NACELLES -- US2020331591 (A1) 2020-10-22
4. DEPLOYABLE NOISE SHIELD PANELS -- US2020283122 (A1) 2020-09-10
5. TILTING LANDING GEAR SYSTEMS AND METHODS -- WO2020142457 (A1) 2020-07-09
6. EMERGENCY EGRESS IN A BLENDED WING BODY AIRCRAFT -- WO2020142337 (A1) 2020-07-09
7. SWING-ARM PIVOT PISTON LANDING GEAR SYSTEMS AND METHODS -- WO2020142434 (A1) 2020-07-09
8. ELEVON DESIGN FOR ALL-AXIS CONTROL IN A BLENDED WING BODY AIRCRAFT -- WO2020142416 (A1) 2020-07-09
9. TILTING LANDING GEAR SYSTEMS AND METHODS -- US2020023947 (A1) 2020-01-23
10. LONG ENDURANCE VERTICAL TAKEOFF AND LANDING AIRCRAFT -- US2015183514 (A1) 2015-07-02
11. AMPHIBIOUS SUBMERSIBLE VEHICLE -- US2013078876 (A1)
https://www.bitchute.com/video/F3yS7UUuMSpD
Eric Hecker Raytheon Whistleblower Who Exposed The Neutrino Earthquake Weapon In Antarctica...
https://www.youtube.com/watch?v=fguk4afNtp8
Thunderstorm Generator | UPDATED COMPLETE DIY BUILD GUIDE (2025) | Malcolm Bendall's Plasmoid Tech
https://www.youtube.com/shorts/Hx_mvtIIuto
Radiant Energy Circuit // Peter Lang
https://www.youtube.com/watch?v=pel0FntPSbU
How the Eliza Effect Is Being Used to Game Humanity // Truthstream Media
https://ojs.weizenbaum-institut.de/index.php/wjds/article/view/106/96
The Limits of Computation // Joseph Weizenbaum and the ELIZA Chatbot
https://www.youtube.com/watch?v=_TaW1Lnu2gU
League of ExtraOrdinary Inventors // TeslaTech
https://padrak.com/vesperman/102_Electrical_Energy_Innovations_7.25.14.pdf
"102 Electrical Energy Innovations July 24, 2014 Edition"
102 electrical energy-related innovations and inventions are categorized into Large Generators, Small Generators, Miscellaneous, Advanced Self-Powered Electric Transportation Vehicles, and Batteries/Energy Accumulators. Includes Gordon L. Ziegler's electrino fusion power reactor with a net output of nine-tenths of Hoover Dam - 1880 megawatts.
https://rumble.com/v6t0fet-clif-high-famine-or-innovation-bix-weir-on-whats-coming-next.html
Clif High: Famine or Innovation? Bix Weir on What’s Coming Next??
https://interestingengineering.com/innovation/rare-earth-free-magnet-help-us?group=test_b
China-born scientist’s magnet made without rare earth element could now help US
Innovators could achieve next-generation device performance with Iron Nitride magnets. ...Niron Magnetics, the spin-off created by University of Minnesota materials scientist Jian-Ping Wang, is offering rare earth-free permanent magnets.
The company claims these are useful for consumer electronics and the motor powering industry. Permanent magnets are the invisible force that converts electricity to motion in your daily devices.
“We produce the world’s only high performance, rare-earth-free permanent magnets. Our Iron Nitride magnet technology and world-leading magnetics expertise enhance the applications that use magnets to help revolutionize your industry,” said the company in a statement...
APPLIED MAGNETIC FIELD SYNTHESIS AND PROCESSING OF IRON NITRIDE MAGNETIC MATERIAL JP2024178427
Inventor: WANG JIAN-PING // JIANG YANFENG
Applicant: UNIV MINNESOTA
IRON-NITRIDE MAGNET BY NITRIDING A POROUS STRUCTURE -- US2024363269
IRON-RICH PERMANENT MAGNET -- US2024112855
IRON NITRIDE COMPOSITIONS -- US2024076764
IRON NITRIDE PERMANENT MAGNET AND TECHNIQUE FOR FORMING IRON NITRIDE PERMANENT MAGNET -- US2023352219
IRON NITRIDE POWDER WITH ANISOTROPIC SHAPE -- US2023024845
IRON NITRIDE NANOPARTICLE SUSPENSION -- US2022354973
PRESERVATION OF STRAIN IN IRON NITRIDE MAGNET -- US11581113
IRON NITRIDE MAGNETIC MATERIAL INCLUDING COATED NANOPARTICLES -- US2022051835
APPLIED MAGNETIC FIELD SYNTHESIS AND PROCESSING OF IRON NITRIDE MAGNETIC MATERIALS -- US2021180174
IRON NITRIDE PERMANENT MAGNET AND TECHNIQUE FOR FORMING IRON NITRIDE PERMANENT MAGNET -- US11217371
FORMING IRON NITRIDE HARD MAGNETIC MATERIALS USING CHEMICAL VAPOR DEPOSITION OR LIQUID PHASE EPITAXY -- US11214862
Multilayer iron nitride hard magnetic materials -- TW201808617 (A)
Iron nitride materials and magnets including iron nitride materials -- AU2017200993
https://www.youtube.com/watch?v=q2mFFcMVgtA
Living Electret // Joel Lagace
...self-regulating, “breathing” electret capacitor—a dynamic potential well in action...
https://openreview.net/forum?id=WfaQrKCr4X
A Unifying Framework for Representation Learning -- Shaden Naif Alshammari, et al
We unify over 23 methods in contrastive learning, dimensionality reduction, spectral clustering, and supervised learning with a single equation.
Abstract : As the field of representation learning grows, there has been a proliferation of different loss functions to solve different classes of problems. We introduce a single information-theoretic equation that generalizes a large collection of mod- ern loss functions in machine learning. In particular, we introduce a framework that shows that several broad classes of machine learning methods are precisely minimizing an integrated KL divergence between two conditional distributions: the supervisory and learned representations. This viewpoint exposes a hidden information geometry underlying clustering, spectral methods, dimensionality re- duction, contrastive learning, and supervised learning. This framework enables the development of new loss functions by combining successful techniques from across the literature. We not only present a wide array of proofs, connecting over 23 different approaches, but we also leverage these theoretical results to create state-of-the-art unsupervised image classifiers that achieve a +8% improvement over the prior state-of-the-art on unsupervised classification on ImageNet-1K. We also demonstrate that I-Con can be used to derive principled debiasing methods which improve contrastive representation learners.
https://www.brighteon.com/415a7e35-311f-4a11-8c3d-6db1fe4cbdf9
David DuByne warns Mike Adams of a wave of crop failures leading to worsening FAMINE by Summer, 2025
https://www.youtube.com/watch?v=62MUeLdcv68
The Decline of Europe: A Savage Civilization’s Slow Collapse -- Shahid Bolsen // Middle Nation
Website Downloaders:
https://www.httrack.com/
https://www.httrack.com/page/2/en/index.html
https://chromewebstore.google.com/detail/website-downloader/iaaokenmfgahhlcfbdipjonlkeinadaa?hl=en&pli=1
https://webrecorder.net/
https://webrecorder.net/
https://websitedownloader.com/
https://sourceforge.net/projects/getleftdown/
https://webtozip.com/
https://www.youtube.com/watch?v=swK8CJ8Zlw8
https://www.gnu.org/software/wget/
https://ftp.wayne.edu/gnu/wget/
https://www.internetdownloadmanager.com/
https://www.cyotek.com/cyotek-webcopy
https://github.com/PKHarsimran/website-downloader
https://www.youtube.com/watch?v=ayhm9wn_9Fw
5 Compounds that Detoxify & Protect the Brain (neuroprotectants) - Dr. Sherr
Alpha Lipoic Acid - Magnesium - Cordycepin - Methylene Blue & Creatine
An invisible POWERFUL force is SWARMING the Earth and PROOF it's causing the Light Phenomenon!
https://www.youtube.com/watch?v=8E5YmFb2SrQ
Self Charging LED // Joel Lagace
...a live demonstration of field-structured energy transfer through time-asymmetric dynamics.
The high-Z electret cells don’t source current, but they allow potential to structure the system.
The LEDs form the nonlinear timing gate—the system’s pulse rhythm.
The transformer and blink collapse release real inductive energy—not sourced from the battery, but from the system's own internal field behavior.
The battery gets charged not from direct current flow, but via spike absorption, which the loop structure naturally feeds back.
This is what Bearden called “regauging the system”—altering the potential across a circuit such that work is done by the field, not by conventional current.
An Energy Ascent Process Using Time-Phased Potential Transfer
1V electret field = provides a stable scalar potential, not current.
High-Z loop = strictly regulates current to 1mA or less, preventing dissipation and enabling potential to "accumulate."
Blinking LED = acts as a nonlinear switch triggered by rising loop voltage—adds a time gate to the system.
Transformer spike = captures the sudden collapse in impedance, releasing stored energy as a sharp voltage pulse.
Thank you, Poland :
https://www.youtube.com/watch?v=874t-xQOm0U
How the Winged Hussar Saved Europe
https://www.tomsguide.com/ai/these-5-ai-prompts-work-like-magic-no-matter-which-chatbot-you-use
By Amanda Caswell [Excerpts]
1. Securing the right tone
Prompt: “Rewrite this in two tones: one casual and one professional.”
Swap out the tone styles to experiment further.
“Rewrite this in the voice of a Gen Z founder vs. a seasoned exec.”
“One version for a TED Talk, one for a Reddit comment.”
“One persuasive, one skeptical.”
It’s a great way to test how your message lands before you hit send.
2. Summarization
Prompt: “Summarize this without losing nuance”
Paste in your content and prompt the AI: “Summarize this without losing nuance. Keep key quotes and stats where relevant and note any conflicting points or important tone shifts.”
3. Asking the right questions
Prompt: “What questions should I be asking about this topic / plan / idea before I move forward?”
You can tailor this prompt to different contexts or roles for more targeted insight:
“What would a lawyer ask before signing this?”
“What should I ask before launching this on social?”
“What questions would a skeptical investor raise?”
4. Creative ideas
Prompt: “Give me 3 ideas for [X], and explain why each one could work”
"Rank these based on originality."
"Which one would perform best on Instagram?"
"Combine idea 1 and idea 3 into something more unique."
5. Challenge ideas
Prompt: “Play devil’s advocate and poke holes in this idea. Be brutally honest.”
Add:
“Respond like an investor with limited patience.”
“Be a rival company trying to discredit this.”
“What would a Reddit thread hate about this?”
6. Expert advice
Prompt: “Act like an expert in [field] and explain this in plain English”
“Explain this to someone without a law degree.”
“Break this down for a parent of a child with an IEP.”
“Talk to me like I’m new to investing and don’t want to sound clueless.”
7. Getting it done faster
Prompt: “What’s the fastest way to do this using AI tools I might already have access to?”
“Include any browser extensions or hidden settings.”
“Show me how to automate this with Gemini in Gmail.”
“Break this into 3 steps I can do in under 15 minutes.”
8. Discovery
Prompt: “What am I missing here?”
“From an outside perspective, what am I missing, underestimating, or getting wrong?”
You can also add context like: “Assume you're an investor,” or “Respond like a skeptical parent,” to tailor the kind of feedback you get.
9. Mental organization
Prompt: “Turn this into a checklist / table / calendar / step-by-step plan”
"Turn this into a Notion-style table with columns for due date, priority, and status.”
“Color-code by urgency: red for urgent, yellow for medium, green for low.”
“Add estimated time to complete next to each step.”
https://www.tomsguide.com/ai/i-use-gemini-every-day-here-are-7-prompts-i-cant-live-without
I use Gemini every day — here are 9 mind-blowing prompts I can’t live without
Prompt: “Summarize this article in 3 bullet points”
Prompt: “Brainstorm 10 creative ideas for [topic]”
Prompt: “Explain [complex topic] like I’m 10 years old”
Prompt: “Give me a step-by-step plan to [goal]”
Prompt: “Act as a [role] and give me advice on [situation]”
Prompt: “What are the most common mistakes beginners make in [hobby/job/skill]?”
https://interestingengineering.com/military/us-air-force-gets-eagle-like-glider-robots
US Air Force gets eagle-inspired robots that glide at 109 mph with 500-pound payload
This delivery is part of a broader effort to transform contested logistics operations by integrating precision-guided, unmanned aerial delivery platforms. // Author Kapil Kajal
The US Air Force has inducted multiple aerial cargo glider systems to improve its autonomous resupply operations.
In a recent press release, California-based defense company DZYNE Technologies announced that it has delivered multiple “Grasshopper” expendable aerial cargo glider systems to the service...
Mark Page // DZYNE Technologies Patents
1. VERTICAL TAKEOFF AND LANDING AIRCRAFT -- AU2024202990 (A1) 2024-05-23
2. DRAG RECOVERY SCHEME USING BOUNDARY LAYER INGESTION -- WO2021007216 (A1) 2021-01-14
3. DRAG RECOVERY SCHEME FOR NACELLES -- US2020331591 (A1) 2020-10-22
4. DEPLOYABLE NOISE SHIELD PANELS -- US2020283122 (A1) 2020-09-10
5. TILTING LANDING GEAR SYSTEMS AND METHODS -- WO2020142457 (A1) 2020-07-09
6. EMERGENCY EGRESS IN A BLENDED WING BODY AIRCRAFT -- WO2020142337 (A1) 2020-07-09
7. SWING-ARM PIVOT PISTON LANDING GEAR SYSTEMS AND METHODS -- WO2020142434 (A1) 2020-07-09
8. ELEVON DESIGN FOR ALL-AXIS CONTROL IN A BLENDED WING BODY AIRCRAFT -- WO2020142416 (A1) 2020-07-09
9. TILTING LANDING GEAR SYSTEMS AND METHODS -- US2020023947 (A1) 2020-01-23
10. LONG ENDURANCE VERTICAL TAKEOFF AND LANDING AIRCRAFT -- US2015183514 (A1) 2015-07-02
11. AMPHIBIOUS SUBMERSIBLE VEHICLE -- US2013078876 (A1)
https://www.bitchute.com/video/F3yS7UUuMSpD
Eric Hecker Raytheon Whistleblower Who Exposed The Neutrino Earthquake Weapon In Antarctica...
https://www.youtube.com/watch?v=fguk4afNtp8
Thunderstorm Generator | UPDATED COMPLETE DIY BUILD GUIDE (2025) | Malcolm Bendall's Plasmoid Tech
https://www.youtube.com/shorts/Hx_mvtIIuto
Radiant Energy Circuit // Peter Lang
https://www.youtube.com/watch?v=pel0FntPSbU
How the Eliza Effect Is Being Used to Game Humanity // Truthstream Media
https://ojs.weizenbaum-institut.de/index.php/wjds/article/view/106/96
The Limits of Computation // Joseph Weizenbaum and the ELIZA Chatbot
https://www.youtube.com/watch?v=_TaW1Lnu2gU
League of ExtraOrdinary Inventors // TeslaTech
https://padrak.com/vesperman/102_Electrical_Energy_Innovations_7.25.14.pdf
"102 Electrical Energy Innovations July 24, 2014 Edition"
102 electrical energy-related innovations and inventions are categorized into Large Generators, Small Generators, Miscellaneous, Advanced Self-Powered Electric Transportation Vehicles, and Batteries/Energy Accumulators. Includes Gordon L. Ziegler's electrino fusion power reactor with a net output of nine-tenths of Hoover Dam - 1880 megawatts.
https://rumble.com/v6t0fet-clif-high-famine-or-innovation-bix-weir-on-whats-coming-next.html
Clif High: Famine or Innovation? Bix Weir on What’s Coming Next??
https://interestingengineering.com/innovation/rare-earth-free-magnet-help-us?group=test_b
China-born scientist’s magnet made without rare earth element could now help US
Innovators could achieve next-generation device performance with Iron Nitride magnets. ...Niron Magnetics, the spin-off created by University of Minnesota materials scientist Jian-Ping Wang, is offering rare earth-free permanent magnets.
The company claims these are useful for consumer electronics and the motor powering industry. Permanent magnets are the invisible force that converts electricity to motion in your daily devices.
“We produce the world’s only high performance, rare-earth-free permanent magnets. Our Iron Nitride magnet technology and world-leading magnetics expertise enhance the applications that use magnets to help revolutionize your industry,” said the company in a statement...
APPLIED MAGNETIC FIELD SYNTHESIS AND PROCESSING OF IRON NITRIDE MAGNETIC MATERIAL JP2024178427
Inventor: WANG JIAN-PING // JIANG YANFENG
Applicant: UNIV MINNESOTA
IRON-NITRIDE MAGNET BY NITRIDING A POROUS STRUCTURE -- US2024363269
IRON-RICH PERMANENT MAGNET -- US2024112855
IRON NITRIDE COMPOSITIONS -- US2024076764
IRON NITRIDE PERMANENT MAGNET AND TECHNIQUE FOR FORMING IRON NITRIDE PERMANENT MAGNET -- US2023352219
IRON NITRIDE POWDER WITH ANISOTROPIC SHAPE -- US2023024845
IRON NITRIDE NANOPARTICLE SUSPENSION -- US2022354973
PRESERVATION OF STRAIN IN IRON NITRIDE MAGNET -- US11581113
IRON NITRIDE MAGNETIC MATERIAL INCLUDING COATED NANOPARTICLES -- US2022051835
APPLIED MAGNETIC FIELD SYNTHESIS AND PROCESSING OF IRON NITRIDE MAGNETIC MATERIALS -- US2021180174
IRON NITRIDE PERMANENT MAGNET AND TECHNIQUE FOR FORMING IRON NITRIDE PERMANENT MAGNET -- US11217371
FORMING IRON NITRIDE HARD MAGNETIC MATERIALS USING CHEMICAL VAPOR DEPOSITION OR LIQUID PHASE EPITAXY -- US11214862
Multilayer iron nitride hard magnetic materials -- TW201808617 (A)
Iron nitride materials and magnets including iron nitride materials -- AU2017200993
https://www.youtube.com/watch?v=q2mFFcMVgtA
Living Electret // Joel Lagace
...self-regulating, “breathing” electret capacitor—a dynamic potential well in action...
https://openreview.net/forum?id=WfaQrKCr4X
A Unifying Framework for Representation Learning -- Shaden Naif Alshammari, et al
We unify over 23 methods in contrastive learning, dimensionality reduction, spectral clustering, and supervised learning with a single equation.
Abstract : As the field of representation learning grows, there has been a proliferation of different loss functions to solve different classes of problems. We introduce a single information-theoretic equation that generalizes a large collection of mod- ern loss functions in machine learning. In particular, we introduce a framework that shows that several broad classes of machine learning methods are precisely minimizing an integrated KL divergence between two conditional distributions: the supervisory and learned representations. This viewpoint exposes a hidden information geometry underlying clustering, spectral methods, dimensionality re- duction, contrastive learning, and supervised learning. This framework enables the development of new loss functions by combining successful techniques from across the literature. We not only present a wide array of proofs, connecting over 23 different approaches, but we also leverage these theoretical results to create state-of-the-art unsupervised image classifiers that achieve a +8% improvement over the prior state-of-the-art on unsupervised classification on ImageNet-1K. We also demonstrate that I-Con can be used to derive principled debiasing methods which improve contrastive representation learners.
https://www.brighteon.com/415a7e35-311f-4a11-8c3d-6db1fe4cbdf9
David DuByne warns Mike Adams of a wave of crop failures leading to worsening FAMINE by Summer, 2025
https://www.youtube.com/watch?v=62MUeLdcv68
The Decline of Europe: A Savage Civilization’s Slow Collapse -- Shahid Bolsen // Middle Nation
Website Downloaders:
https://www.httrack.com/
https://www.httrack.com/page/2/en/index.html
https://chromewebstore.google.com/detail/website-downloader/iaaokenmfgahhlcfbdipjonlkeinadaa?hl=en&pli=1
https://webrecorder.net/
https://webrecorder.net/
https://websitedownloader.com/
https://sourceforge.net/projects/getleftdown/
https://webtozip.com/
https://www.youtube.com/watch?v=swK8CJ8Zlw8
https://www.gnu.org/software/wget/
https://ftp.wayne.edu/gnu/wget/
https://www.internetdownloadmanager.com/
https://www.cyotek.com/cyotek-webcopy
https://github.com/PKHarsimran/website-downloader
https://www.youtube.com/watch?v=ayhm9wn_9Fw
5 Compounds that Detoxify & Protect the Brain (neuroprotectants) - Dr. Sherr
Alpha Lipoic Acid - Magnesium - Cordycepin - Methylene Blue & Creatine