D. Shostak 🌻🇨🇦 @dsshostak
[email protected]; jewelnet108 on Threads; #COVIDisAirborn #WearAMask Lower Mainland, BC Joined October 2012-
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IT'S OVER The New York Times just dropped the BOMBSHELL Trump raped kids with Epstein, and his administration engaged in a cover up to protect him
NEW: Our visual analysis suggests the United States hit two drinking-water facilities overnight in southern Iran with precision-guided munitions. Deliberately targeting civilian infrastructure could constitute a war crime. w/ @ckoettl @johnismay @ArtemisChats
Mark this moment. This is where the endgame begins—though it might take two years to play out. A President of the United States is openly linking the *Pentagon* and rigging elections for his party. He is framing an authoritarian takeover as something the *U.S. military* wants.
You have noticed it. ChatGPT feels dumber than it used to. Your prompts that worked six months ago produce worse results now. The writing sounds flatter. The ideas sound safer. The internet itself feels like it is shrinking. Every article reads the same. Every email sounds the same. Every answer sounds like it was written by the same voice. You thought it was you. It is not you. Researchers at Oxford and Cambridge published a paper in Nature proving what is happening. They call it Model Collapse. Here is the mechanism in one sentence. AI trained on AI-generated data gets dumber every generation until it forgets what real human data looked like. The internet is filling with AI-generated content. Blog posts. Articles. Reviews. Comments. Social media. AI companies scrape the internet to train the next generation of models. Which means the next generation of AI is being trained on the output of the current generation. Each cycle loses information. Not randomly. It loses the rarest, most unusual, most creative parts first. The researchers call these the "tails of the distribution." The weird ideas. The unexpected perspectives. The things that made the internet feel human. Those disappear first. What remains is the average. The safe. The expected. The bland. Then the next generation trains on that. And loses more. And the next generation trains on that. And loses more. The researchers proved this is not a slow decline. Major degradation happens within just a few iterations. Even when some of the original human data is preserved. They tested it on large language models. On image generators. On statistical models. The pattern was the same every time. The output converges toward a narrow, flattened version of reality that looks nothing like the original data. The lead researcher put it plainly. "Large language models are like fire. A useful tool. But one that pollutes the environment." The pollution is invisible. You cannot see which sentence on the internet was written by a human and which was written by AI. Neither can the AI that is about to train on it. And once the tails are gone, they do not come back. The damage is irreversible. This is not a prediction anymore. It is a diagnosis. The internet you grew up on was built by humans writing things no algorithm would have written. Strange, personal, imperfect, alive. That internet is being diluted. One generation of AI at a time. And the models trained on what remains are learning a smaller and smaller version of the world. Model Collapse is not a technical problem. It is a cultural one. The thing that made the internet worth reading is the thing that disappears first.
Long story short, a global network of tech-religious autocrats wants to accelerate the world into 'the singularity' because they think it will be cool (and they will be in charge), and they want to delete anyone (the antichrist) who thinks this might be dumb and wrong.
Now we know why Peter Thiel packed his bags for Argentina. Milei just submitted his AI legislative framework to Congress, where he proposes: - zero regulation on AI development, - a brand-new "non-human corporation" category for AI/robot-operated entities with limited liability -a low-tax regime with flexible governance rules. The Dutch East India Company gave the world the limited liability company in 1602. Milei wants Argentina to do the same for autonomous AI agents in 2026.
1/RUSSIA 2050: the latest blueprint for Russia's future, and its plans for the West, was released last year at the Dugin/Malofeev "Forum of the Future." It's a 62-page tome that's gone unnoticed in the West. I dug in, to see how it compares to prior work like Project Russia.
@patriottakes Advanced stage of narcissistic breakdown.
The race to build superintelligence isn’t about replacing jobs—it’s about REPLACING HUMANITY. Transhumanism, longtermism, accelerationism, and the other Silicon Valley ideologies want to create a new species of “posthumans” to rule the world. This will not end well for us.👇
Trump is now realizing Russia has turned on him and is doing everything he can to install people personally loyal to him in key posts, while Russia is actively trying to break up the MAGA coalition. Both sides made a stupid bargain in trusting each other.
I have well-meaning followers send me videos like this all the time, and I never want to lecture them or drive them away from caring about elephants… BUT… These are fake sanctuaries. The elephants forced to perform these acts endure horrific abuse and torture behind the scenes…….especially the adults.
Systematische Untererfassung: Belastung durch Long Covid doppelt so hoch ist wie bisher angenommen Forschungsergebnisse des Mass General Brigham zeigen, dass die tatsächliche Belastung durch Long COVID durch die derzeitigen Überwachungsmethoden deutlich unterschätzt wird und …
Another study where long COVID does not look like a small residual problem after infection, but like broad chronic illness scattered across everyday medicine. And that is exactly why the system often fails to see it🧵
@NickAnderegg Liking your post from the pov of a retired English prof interested in science & dismayed by the current state of science writing for the general educated public, I'd have to agree with you that it's dismal. Then I reread your post & saw that the author is THE Bonnie Henry! Argh!
I’m finally getting around to reading Bonnie Henry’s “Soap and Water & Common Sense,” and I just had to pick a highlighter for a whole new indication: Bad, bad, bad writing. You just know she thought this was clever
GUNSHOTS heard outside of the White House Approximately 20-30 Secret service told those of us gathered on the north lawn to run inside the press briefing room
Solidarity today and every day with Ukrainian friends. #VyshyvankaDay
Trump Press Secretary Karoline Leavitt’s failed congressional campaign still owes $326,000, including refunds for illegal donations, vendor debts to GOP firms, and penalties delayed as the FEC remains paralyzed. …eintellectualistofficial.substack.com/p/trump-press-…
Tytan is a rhino. Notty is a zebra. Together, they are inseparable. Both are orphans at our Nairobi Nursery and both were rescued in infancy. In their sheltered corner of Kenya, this peas-in-a-pod duo are growing fast: Tytan is already sharpening his horn against tree stumps. Notty met some wild zebra recently, but she wasn't ready to join them, preferring her human caregivers. We rescue and raise orphans across many species – not just elephants. Their family at the Nursery is whichever animals are growing up alongside them. Follow us @SheldrickTrust for more interspecies friendships and family.
Nancy Q @aleytyln
0 Followers 711 Following professional feeler & playlist sharer 🎵 100% follow back
Sophia Ava 𝕏 @sophia_ava05
174 Followers 3K Following Guiding @ElonMusk's vision for a better future through Spacex, Tesla, Neuralink, and more. & Tech enthusiast, dream chaser, and innovation advocate.
Galvin Hudson @GHudson29998
101 Followers 4K Following Always be yourself if the people don't appreciate what you bring to the table let them eat alone❤🔥
Tumani Sonko @SonkoTuman47331
249 Followers 3K Following Our human compassion binds us the one to the other – not in pity or patronizingly but as human beings who have learnt how to turn our common suffering into hope
Peggy Blair @peggy_blair
13K Followers 2K Following Ottawa realtor, retired lawyer, small publisher, award-winning mystery author, Level 6 boxer, doctorate in Indigenous law. Live with a TV-watching dog.
Gary mcgregor @Garymcgreg68096
24 Followers 600 Following
Jamie Luark @jamieluark9826
385 Followers 7K Following Interpol Is Connecting Over 195 Countries For A Safer World. Don't Hesitate To Report Serious Cyber Abuse Or Suspicious Activities
Abdou Jallow @Abdoujallo8683
3 Followers 413 Following I’m seeking for assistance from all over the world 🌎 I lived with my siblings 🥺👏🏿🙏
Nancy✌🏼 @Nancy_inRI
3K Followers 7K Following 🌎🪶♻️🗽Resist! 🇺🇸🏳️🌈🇺🇦 UniversalHealthcare • BLM • GunReform😢 VaccinesWork💉 MentalHealth😊 Volunteer💜
AnnieB @NearTeresa42015
147 Followers 764 Following
Lance Cooper @lmauricecpr
56K Followers 41K Following Award-winning activist. influencer. writer. organizer. #WaterThePlanet #TeamWater
CTIN @CTIN_Global
2K Followers 5K Following Aggregating CTIN sources with real-time posts on threats | #OSINT #Analytics #ThreatIntel #CyberSecurity - #Human - See also: https://t.co/VsAQaHL3Q0
Silas Trees Project @SilasOrumba
2K Followers 8K Following Environmental Activist. Make dry villages of Kenya 🇰🇪 green. Trees for life. Nature Activist . climatic change campaigner.
Gakeanekeane @shuflebalchg
672 Followers 2K Following Retired RN, supports human rights, women's rights, immigration reform, healthcare, education, veterans, voting rights. 🏳️🌈 🇺🇸 true blue liberal patriot 🌊
momo_needs_Love🙏�... @Jall86634Jallow
315 Followers 7K Following #landback💔😔 #kindness #support me in any way you can 😩💕 🙏🏽 Please Do what you can.
Impromptu Moniker Two @aDankCajun
972 Followers 2K Following @DankCajun silenced by Elon for exposing racists and fact-checking propaganda but back to do it again. Most authentic coonass you'll ever meet. John Brown Stan.
John Travolta @JohnTravolta775
101 Followers 3K Following
Kathy Lynn @KathyLynn_1
3K Followers 7K Following
Kasom Shaw @kachukuma
244 Followers 8K Following
MichaelHurleyCUPE @HurleyOCHUCUPE
7K Followers 7K Following Michael Hurley is president of the Ontario Council of Hospital Unions, First Vice-president of CUPE Ontario and a member of CUPE's National Executive Board.
Gerachenko_kevi @Gerachenko29812
104 Followers 1K Following thanks to Everyone out there who has shown support to Ukraine we will never forget. 🌻🇺🇦
Каrina @BlueNeol
482 Followers 3K Following 🇺🇦 proud Ukraine citizen, always in service to the motherland Slava Ukraine🇺🇦
Tlaugu @Tlaugu5031
98 Followers 2K Following
Dennis Hardman @Dennis_Hardman1
840 Followers 7K Following Proud dad. Dreams don’t work unless you do. Gen X prodigy. Proud democrat 💙
Lipshutz D.M @Lipshutzcharity
304 Followers 7K Following representation of D.M. Lipshutz ,Skylark Group Trust claimed the $33 million jackpot…helping the society with credit cards, phone and medical bills debt
Ouniote @Ouniote427
3 Followers 166 Following
K10prv✨️ @kriisteennetten
168 Followers 5K Following At the foot of the mountain .. though not verifiable 🚘 Tesla is ♥️ Earth & SpaceX . FSDBeta Tester since 2020
General Randy .A.Geor... @GrahamJaim88679
284 Followers 7K Following I am one of the United States Army, presently now I am in Tampa Florida
Alina Olena @AlinaOlean
192 Followers 6K Following A soldier on duty ; #SlavaUkraine, 🇺🇦❤️ if my blood is the price for our freedom then so be it.
Mike Hoerger, PhD MSC... @michael_hoerger
41K Followers 12K Following Expert in weighing medical evidence, cancer, COVID forecasting & mitigation, health disparities, financial analytics. 120 publications. PhD program director.
Ciara Alfreda @ciaralfreda
83 Followers 86 Following Turning ideas into income and challenges into wins. Strategic thinker | Fearless leader
Kleqroo @Kleqroo2378
38 Followers 1K Following
Elon Private Chat @xx_elonmusky
71 Followers 3K Following CEO and Chief Designer of Space and product architect of Tesla, Inc. Founder of The Boring Company Co-Founder of Neuralink, OpenAl 🚀
Iran in Ghana @IRAN_GHANA
16K Followers 158 Following Official Account for the Embassy of the Islamic Republic of Iran in Accra - Accredited to Togo and Liberia (Access to previous account @IRANinGHANA is lost)
Amanda Ungaro @AmandaUngaroA
107K Followers 6 Following
Urbanponds101 @urbanponds101
63K Followers 894 Following Conservationist, Wildlife Gardener, Birder. Chair-League Against Cruel Sports. Foxes & Wildlife Ponds featured on BBC Springwatch. Lifelong Martial Artist.
Antigone Journal @AntigoneJournal
36K Followers 48 Following An open forum for Classics—Ancient Greece, Rome, and their influence. Explore over 500 open-access articles on our website. **We pay £100-200 for new writing**
𝐗𝐏𝐎𝐒𝐄�... @XP0SED___
1K Followers 484 Following Don’t mind me, just trying to exist. #Iamlegioncontributor
⊬MAYDAY @IamAnonMAYDAY
6K Followers 309 Following We can’t meaningfully address exploitation without 1st agreeing every person is equally valued regardless of gender; foundational to all struggles for justice.
Al Jazeera English @AJEnglish
9.8M Followers 260 Following Your story. Your platform. For breaking news alerts, follow @AJENews. Join us on Telegram for real-time updates: https://t.co/xl7ggSAZlc
Shanaka Anslem Perera... @shanaka86
309K Followers 4K Following Author of The Ascent Begins. Independent Analyst. Money, geopolitics, AI, science, and sovereignty. Mapping the collapse and the reconstruction of order.
Brian McGinnis @BrianMcGinnisNC
150K Followers 74 Following Veteran • Firefighter • Father | Independent Candidate for US Senate
Ishaan Tharoor @ishaantharoor
110K Followers 6K Following Global-affairs columnist @NewYorker Ex: @WashingtonPost @Time. Dad. [email protected]
Alon Mizrahi @alon_mizrahi
191K Followers 5K Following Ex-Israeli, anti-Zionist Arab Jew. Freedom, dignity and solidarity for all. The Global South will win. Follow my Substack for more
Ibrahim Jalal | إب�... @IbrahimJalalYE
14K Followers 478 Following Senior Researcher & Policy Advisor Regional Security & Transnational Threats Risk & Resilience Yemen, Gulf & Horn of Africa
Intelschizo @Schizointel
82K Followers 3K Following Former IS1, Firefighter, Conductor, work cited Telegraph, The Warzone, GCaptain, Task & Purpose, SIC Notícias, Euromaiden Press, Texty UA, Newsweek, Kyiv Post
Zarathustra @zarathustra5150
51K Followers 3K Following I knew the rules, but the rules did not know me.
Ilkka Rauvola @jukka235
11K Followers 2K Following Cx9. Ready ? https://t.co/md3qxFMZGO Here soon: https://t.co/Dmx8yJcyOH Backup: https://t.co/dupw084403
Legion-Anonymous Oper... @IAmAnonLegion
205K Followers 127 Following We are Legion Of Anonymous Operations. EST 2007 renamed on X in 2021. A journalism collective. #OpGOP #OpChildSafety #AnonOps #Anonymous #Legion #SmokeFleet
Lisa Bloom @LisaBloom
112K Followers 935 Following Trial lawyer fighting for victims of discrimination, harassment and abuse. Probable target for Twitter takedown. IG: LisaBloomEsq TikTok: LisaBloomAttorney
Drop Site @DropSiteNews
464K Followers 101 Following Independent news on politics and war. 📥 Secure tip line (Proton Mail): [email protected]
Jack Jenkins @jackmjenkins
46K Followers 1K Following National Reporter for @RNS. "Workaday writer." — The New Yorker. Author of "American Prophets." Tips? Try me on Signal: jackmjenkins.60
Bo Loudon @BoLoudon
309K Followers 379 Following God First | Family | Palm Beach | Travel | 19 Years Old
Ryan Voutilainen 🇨... @RyanVoutilainen
6K Followers 3K Following BC based Weather/Storm Chaser & freelancer documenting notable weather & other events. Member of @EhTeamChasers. Violent sucker count:🌪️=12 (he/him)
Steven Barrie-Anthony... @barrieanthony
306 Followers 216 Following Psychoanalyst | @UCBerkeley & @UCSF | Led @HLuceFdn-funded tech & presence initiative | Ex-@LATimes | Emotion, spirituality, tech | 📩 [email protected]
Dean Wilson @PoetDeanwilson6
15K Followers 10K Following Retired postman Founder of #PebbleOfTheDay New book-ASK - https://t.co/muvCBeWfdl Beach Finds, live LP & audiobook https://t.co/cthwOyZvvx
David Shuster @DavidShuster
114K Followers 20K Following Dave/David/Shu. Husband, dad, journalist, YouTuber, U of Mich alum. https://t.co/oNMLYkpt5o Rebel HQ. Substack: Blue Amp Media. Previously anchored for MSNBC + AJAM.
Adrian McKinty @adrianmckinty
26K Followers 222 Following Edgar Award winning Irish writer. Wrote the NY Times best sellers The Chain, The Island & the DI Duffy series. La chair est triste et j’ai lu tous les livres.
Larry Conger 🇺🇸 @eMTBrides
133K Followers 26K Following Christian ✝️, American, Family Man, USMC Veteran, & I’m into riding eMTBs, oh, one more thing, Thank Goodness we got Pres Trump elected! #InGodWeTrust 🇺🇸
Scott Tilley 🇺🇦... @coastal8049
24K Followers 408 Following Guests do not get to rearrange the furniture and then act shocked when shown the door.
Emoluments Clause @Emolclause
116K Followers 68K Following "Trump Won" Democrat--give him a chance🤷♀️ #ExpandTheCourt SEVERELY shadowbanned by "Free Speech" Elon Musk
DR G Jack Brown MD @drgjackbrown1
581 Followers 51 Following BodyLanguage an Emotional Intelligence Expert, Keynote Speaker, physician, Lecturer,, #LGBTQIAally, #ClimateCrisis http://BodyLanguageEQ.
Aaron Reichlin-Melnic... @ReichlinMelnick
93K Followers 2K Following Senior Fellow @immcouncil. Tweeting on immigration policy and data. Formerly immigration lawyer with @IJCorps. Views my own, retweets =/= endorsements.
Governor Gavin Newsom @CAgovernor
813K Followers 666 Following 40th Governor of California. Building a California for All.
Governor Newsom Press... @AwesomeNewsom
56K Followers 1K Following YOUR FAVORITE GOVERNOR. SOME SAY THE MOST FAVORITE GOVERNOR IN THE HISTORY OF FAVORITES. (PARODY)
Zdzisław Beksiński @ArtofBeksinski
20K Followers 16 Following Fan profile for the Master 🎨 | Proudly curated by @kamil_sliwinski for 10+ years, until recently with consent from the heir, the Historical Museum in Sanok ©
South Park @SouthPark
3.4M Followers 197 Following New episodes now streaming and catch up on all seasons on Paramount+!
Andrew Dessler @AndrewDessler
37K Followers 651 Following Prof of Atmospheric Sciences & climate scientist @ Texas A&M; AGU and AAAS Fellow; Native Texan; find out what I think at https://t.co/UNGW2rqvbo
Mike Hoerger, PhD MSC... @michael_hoerger
41K Followers 12K Following Expert in weighing medical evidence, cancer, COVID forecasting & mitigation, health disparities, financial analytics. 120 publications. PhD program director.
Ron Wyden @RonWyden
467K Followers 634 Following U.S. Senator from Oregon. @SenateFinance Ranking Member. @WydenPress. Instagram: https://t.co/F6XmPU6zM8. He/him.
Gavril Ducu 🇷🇴�... @DucuGavril
38K Followers 16K Following born by the KGB raised by the CIA mindreader digital ventriloquist #fella #WeAreNAFO Heavy Bonker Award 🏅⚡Every coffee helps #Edumacation and the @NAFOforum👇
Seyed Abbas Araghchi @araghchi
880K Followers 12 Following Foreign Minister, Islamic Republic of Iran • Telegram: https://t.co/SvqW58m8er • Instagram: @araghchi
Governor Newsom Press... @GovPressOffice
705K Followers 1K Following Official account for the press office of @CAGovernor Gavin Newsom #CaliforniaForAll
John Spencer @SpencerGuard
353K Followers 1K Following War Scholar | Chair of War Studies Madison Policy Forum | Executive Director @urbanwarfareins | UWP podcast | Thoughts/Posts my own RT/Quote/Like ≠ Official Gov
Evergreen Intel @vcdgf555
223K Followers 1K Following "Sharp-eyed aviation buff & flight tracker" ~ Brian Williams Cites: @UN @BBC @11thHour @newsweek @PopMech @thewarzonewire @TheAviationist @AirForceTimes She/her



































