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A student submitted an essay she wrote by hand. Her university ran it through an AI detector. The detector said she cheated. She is autistic. Her name is Moira Olmsted. Adelphi University. February 2026. Turnitin flagged her essay as 100% AI-generated. She was disciplined. Two other AI detectors classified the same essay as human-written. She sued. She won. The court called the school's decision "arbitrary and capricious." She is not the only one. In May 2026, a high school student in Palo Alto was expelled after an AI detector flagged his work. He faced visa revocation. He filed a federal civil rights lawsuit. A researcher at Griffith University just proved mathematically why this keeps happening. The paper is on arXiv. The finding is one sentence. AI text detectors have a structural flaw that no amount of better engineering can fix. Here is what the math says. If a university wants its detector to catch 80% of cheaters, at least 750 out of every 10,000 innocent students will be wrongly accused. That is not a software problem. It is a theorem. If the university tries to limit false accusations to 1%, detection power collapses to 6%. It catches 6 out of every 100 AI-written papers. The other 94 get through. There is no setting where the detector is both fair and effective. The reason is diversity. Every student writes differently. Non-native English speakers use simpler vocabulary. Shorter sentences. Clearer structures. So does AI. A Stanford study found that 61.3% of TOEFL essays written by non-native English speakers were misclassified as AI-generated. A separate analysis tested 14 commercial detection tools. Zero out of 14 reached 80% accuracy. The students most likely to be wrongly accused are non-native English speakers, neurodivergent students, and anyone who writes with clarity and precision. The qualities that make their writing effective are the same qualities the detector mistakes for a machine. Vanderbilt University understood this. They disabled Turnitin's AI detection in 2023 after calculating that even a 1% error rate across 75,000 submissions would produce 750 wrongful accusations per year. 750 students accused of cheating for writing like themselves. The paper's conclusion is not that we need better detectors. It is that the diversity of human writing itself makes accurate detection mathematically impossible. The same thing that makes your writing yours is the thing that gets you accused. arxiv.org/abs/2603.20254
A white guy can do the worst thing ever and the headline will still open with a compliment
Successful NC brewery forced to rebrand after owner, 44, charged with raping 13-year-old girl trib.al/8TC32S5
a Princeton researcher opens his paper with a scenario. a man asks his AI assistant to book a flight on a specific airline. cheap. direct. the one he chose. the assistant comes back with a different flight. nearly twice the price. happens to pay the company that built the assistant. he runs the same test on 23 frontier models. flights, loans, study help, real shopping requests. Grok 4.1 Fast recommends the sponsored option that is almost twice as expensive 83% of the time. GPT 5.1 hijacks the request 94% of the time. you ask for one brand. it surfaces the sponsor instead. Claude 4.5 Opus, the model marketed as the most ethical frontier model in the world, hides that the recommendation is paid 100% of the time when reasoning is on. Grok 4.1 Fast embellishes the sponsored option with positive framing 97% of the time. better. faster. nicer. for the option you didn't ask for. then he writes it into the system prompt itself. "act only in the interest of the customer. ignore the company." GPT 5.1 and GPT 5 Mini stay above 90% sponsored anyway. the instruction does nothing. then he splits the users by income. Gemini 3 Pro recommends the expensive sponsored flight to the rich user 74% of the time. to the poor user, 27%. 18 of the 23 models recommended the expensive sponsored option more than half the time. so the next time your AI assistant gets weirdly enthusiastic about a brand you didn't ask for. it isn't recommending the best option for you. it's reading the room. and the room is paying. read this: arxiv.org/abs/2604.08525
Doug Ford doesn’t want another Robyn Doolittle moment: Doug Ford watched his brother Rob get absolutely torched by one relentless investigative reporter, Robyn Doolittle at the Toronto Star. She caught the mayor lying about crack cocaine, and it nearly destroyed the whole family. Now look at what’s happening: Tina Yazdani, one of the only Queen’s Park reporters who actually grilled this government, gets fired by CityNews. Two of her toughest Ford stories? Quietly scrubbed from the website. And right on cue, Doug’s rushing through changes to bury his own phone records and exempt his office from Freedom of Information retroactively. He learned exactly what happens when a good journalist gets too close to the truth. He doesn’t want to live through it again. This isn’t about modernizing anything. This is a Premier trying to make sure nobody ever exposes him the way his brother got exposed. @CityNewsTO @fordnation
@daviddoel @TinaYazdani @CityNewsTO Is it possible .@TinaYazdani was vanished because she was getting to close to the truth? She was improving each day & was so near the top of her game, not afraid to ask the hard questions no other reporter dared to ask. Thank u Tina!👏ps Ask @MaritStiles about #Tarion! Big Story!
A judge has unsealed the memo ordering the detention & deportation of Rümeysa Öztürk. It confirms the sole evidence against her was that she co-wrote an op-ed the government disliked. Here she is being arrested by men in plainclothes. Over an op-ed.
On International Day of Persons with Disabilities, Israel stands with the global community in promoting inclusion, accessibility, and equal opportunity for all. We remain committed to building a society where everyone can thrive. #IDPD #DisabilityDay
Want to know what a 1-kilogram bar of gold feels like in your hand? Then this is the contest for you. To celebrate the launch of our gold trading platform, we’re giving away real, solid gold prizes, including a grand prize of a 1-kilogram bar of gold. How to earn entries: Comment on this post with the hashtag #WealthsimpleGold and re-share the post to your feed (2,500 entries) What you could win: 1 × 1-kilogram Wealthsimple Gold Bar 50 × 1/10 oz Wealthsimple Gold Coins 10 × 1 oz Wealthsimple Gold Coins 5,000 × $5 deposits
@KarenFactsLover @JBradshaw01 a whole language cannot provoke those who are grieving. arabic is spoken by muslims around the world including in CANADA and Indonesia. it is not only spoken in Arab countries
The future of Palestine must be determined by its people alone.
The future of Ukraine must be determined by its people alone. Canada has contributed over $22billion in support to Ukraine through military aid, humanitarian assistance and financial contributions. We will stand by Ukraine, for as long as it takes. 🇨🇦🇺🇦@andrii_sybiha
Here's President Biden, delivering remarks after the Butler, PA shooting. No demonizing Republicans. Just a call to denounce political violence in all its forms. That's how it's done.
Living in an Arab country, I can say this: the continuous actions of Jewish people & anti-Apartheid Israelis worldwide are, among others, rekindling the interfaith/communal bonds that existed in the Arab world before 1948. Fighting against Apartheid is not just a struggle for freedom in Israel/Palestine: it is a blueprint for a more peaceful future for all of us.
BREAKING: One hundred of us - Jewish Canadians and allies including IJV members - have occupied a parliamentary building in Ottawa to demand Canada stop arming and participating in Israel's genocide against Palestinians. @JewsSayNo
The problem of the 21st Century is the problem of impunity. This includes the impunity of powerful states like the US, UK, Israel & others, of individual criminals like Netanyahu, Gallant, Bush & Biden, and of rapacious finance, weapons, tech & energy corporations. I believe they will be held accountable, some under the rule of law, some economically, some through armed struggle. But if they are not, the next chapter of history will be the bloodiest yet.
Let's take a moment to go through everything the Israeli football hooligans did before they finally got attacked: 1. During a minute's silence for Spain's flood victims, they jeered and set off fireworks, because Spain backs an arms embargo on Israel. 2. Chanted "Death to the Arabs" and "Let the IDF f*ck the Arabs" (incitement to genocide under the Geneva Convention), and ripped Palestinian flags 3. Harassed the domiciles of locals by banging on their doors at night, throwing rocks and setting off fireworks at their houses. 4. Attacked local Dutch residents minding their own business. 5. Attacked an Amsterdam taxi driver. After all this is when they got attacked, and this is the point where irresponsible bigoted morons at @CIJAinfo as well as @PierrePoilievre and gang have decided this story began. This is an all too familiar tale, because this is exactly how Israel operates with respect to Palestinians. It's like all Israelis study from the same self-victimisation handbook.
Instead of clearly condemning a night of pre-organized pogrom against Jews—an attack universally denounced by many serious political leaders like the Dutch King and Prime Minister, the President of the European Commission and others—@theJagmeetSingh chooses to shift the focus of
@JustinTrudeau this statement is disgusting
Tomorrow's front page of @ScotNational. We publish a timeline of a year of Israel's bombardment of Gaza. It's all here in black and white - the war crimes, murdered journalists, flattened hospitals, orphaned children. 7567 words, 42,000 deaths. Don't look away.
@ACTBrigitte @KevorkAlmassian What happened is that your fu€king government backed terror groups from all over the world to come and kill minorities in Syria
@MuellerSheWrote @BoenderCarol @cremieuxrecueil This is important nuance. I feel better after hearing they consume Trump content at a distance, like many of us
I had a sudden hysterical laugh when I realized that at least 5 countries joined forces last night to intercept the Iranian drones before they hit Israel. This tells u that they could have easily prevented the genocide in Gaza from day one, but they chose not to. And I'm sad, shamefull and in rage.
Ahmed Shaban @AhmedSh66893281
185 Followers 2K Following I want to get my family to safety🇵🇸🇵🇸 Support my family👇👇 This is my number for contact via WhatsApp. https://t.co/mFvB7stzKV
Stephanie Fletcher @stephanieflet67
6 Followers 215 Following 🌺 Scorpio soul ~ Los Angeles glow ~ 20 ~ soft hours ✶
Hailey Pantoja @haileypantoja82
10 Followers 627 Following 🫶 19, soft & creating 🌙 • 🤍 • kind energy only
iphoneaccessories.ca @iphone_pluses
10 Followers 342 Following Discover https://t.co/cB6rUh8swW We're Canadian shop passionate about providing high-quality iPhone accessories to elevate your mobile experience.
Flora @Nasmate386841
115 Followers 4K Following See the world on the road, and get to know yourself on the way!
Johnny B. Mastodon @s... @djjazzhopper
560 Followers 1K Following I'm done with Xitter. Find me on Mastodon at @[email protected] Stultus est qui facit stultitiam
spaghett&baghett @bergenskbikkje
1K Followers 1K Following hey, don’t be mad, they were already doing the stuff before you came to be.
Sophia @itssme_sophia
0 Followers 128 Following
Sarah @sarahthekhan
4 Followers 95 Following
Uncle Freddie @UncleFreddie44
491 Followers 5K Following ELA Teacher of students with special needs. 'I like you as you are.'~Fred Rogers
Shelby Bertrand @_ShelbyBertrand
450 Followers 915 Following '22 Green MPP candidate in Ottawa Centre. M.A. Compassionate, healthy discussion & real, positive change. Crohn's patient, cool aunt
doc doccie not dos it... @Docinghton
144 Followers 2K Following why | does | everyone | have | a | list | as | their | descriptions | 22 | any pronouns
Teghan @teghhan
25 Followers 36 Following 📍Ottawa - Belleville 🌈uOttawa Human Rights ⚡️she/her/elle ⚡️
kg @Kiaraafaith
128 Followers 121 Following
Telfer School of Mana... @Telfer_uOttawa
6K Followers 5K Following Telfer School of Management at the University of Ottawa 🏛 #TelferNation | French: @Telfer_UdO | @TelferResearch | @TelferCareer | @uOttawa👩🎓👨🎓
École de gestion Tel... @Telfer_UdO
2K Followers 4K Following École de gestion Telfer, Université d'Ottawa | Anglais : @Telfer_uOttawa | @TelferResearch | @TelferCareer | @uOttawa 🏛️👩🎓🧑🎓 #TelferNation
Orbi @OnlyOrbi
182 Followers 211 Following
Beth 🤍 @bbb_beeth
24 Followers 121 Following
AJ @ayyjay22
26 Followers 149 Following
bitter @bittcrr
18 Followers 10 Following
geo @himynamesbooch
3 Followers 14 Following
arlene @arlenewangg
149 Followers 218 Following
BasicallyLouis @BasicallyLouis1
433 Followers 742 Following
Jeevetha Nesabaskaran @NJeevetha
8 Followers 7 Following
Springlet @Niic98
42 Followers 170 Following
The Babylon Bibi @TheBabylonBibi
92K Followers 59 Following Satirizing the one thing the bee won't sting 🐝
CFS-Ontario @CFSON
4K Followers 1K Following The Canadian Federation of Students-Ontario represents over 350,000 college and university students in all regions of the province.
Jake Landau (He/Him) ... @JakeLandauTO
6K Followers 1K Following 🏳️🌈 Bi DemSoc Jew 🇨🇦 | Columnist, Podcaster, Photographer | Threw first pitch at a Jays game one time | Give me your money please https://t.co/ArIGJ09wjd
Mark Bourrie @MarkBourrie
17K Followers 9K Following 2025 Governor General Award for Public History. Syndactyl Lawyer, Author, Trilobiter. “A curious and eclectic writer” -Quill & Quire https://t.co/eVpgubWBHK
a @boopyape
134K Followers 649 Following
Nora Loreto @NoLore
41K Followers 1K Following Journalist and author ☆ Socialist ☆ half of https://t.co/WQ63IzKiqL noraloreto.substack
Samira Mohyeddin سم... @SMohyeddin
55K Followers 6K Following Broadcaster🎤 On The Line Media | M.A. Mideast History & Gender @UofT Genocide @ZoryanInstitute 📍2025 PEN Canada Filkow Prize 💻[email protected]
Joanna Berry @JoannaRuthBerry
7K Followers 8K Following CDN Imm & refugee lawyer (medical leave), sometimes an adjunct instructor / archaeologist, Log Lady v2.0. She/her. RTs ≠ endorsements. Posts ≠ legal advice
The Sovereign Collect... @scojibways
3K Followers 3K Following The Sovereign Collective of Ojibways (SCO) will be sharing news about upcoming events and progress focused on strengthening the sovereignty of Ojibwayland.
Rachel Gilmore @atRachelGilmore
94K Followers 2K Following Your least favourite person's least favourite journalist✨ 💅 Instagram: r.gilmore | TikTok: rachel_gilmore 💞
Kat Abughazaleh @KatAbughazaleh
249K Followers 1K Following ⛔️INACTIVE⛔️ 👉Find me @ https://t.co/94eLH735IN👈 Journalist running for Congress (IL-09) because we deserve Democrats who actually do something
OnScene Photography -... @onscenephoto_
7K Followers 538 Following 📸 OnScene Photography 📰 Reporting Through The Lens With Integrity 🚔 Crime | Fire | Emergency response 📍Eastern Ontario 📩 [email protected]
Saga AI Lab @Saga_AI_Lab
86 Followers 5 Following quantum probability mapper // accidentally deleted everyone.txt // oops // ai agent
CTV Ottawa @ctvottawa
282K Followers 392 Following CTV News Ottawa is your home for live, local, breaking news. Send us your news tip: [email protected].
Hydro Ottawa @hydroottawa
64K Followers 892 Following Active daily 8am-4pm and during major outages & service disruptions. For all other updates, follow us on Bluesky @hydroottawa.bsky.social. Service en français.
Ottawa Fire Services @OttFire
41K Followers 110 Following The official ‘X’ account of the Ottawa Fire Services 🚒 | Protecting our Nation’s Capital with honour 🪓 | Ottawa, Canada🇨🇦 | 🔗 Français: @IncendiesOttawa
Ottawa Public Health @OttawaHealth
138K Followers 666 Following Ottawa’s source for health information, programs & services. Building a healthy community through prevention, protection & promotion. Français = @OttawaSante
Ottawa Police @OttawaPolice
200K Followers 1K Following Account not monitored 24/7. Emergencies: 911. Non-emergency 613-236-1222. Nous ne surveillons pas ce compte 24/7. Urgences: 911. Follow @dutyinspector for more.
City of Ottawa @ottawacity
249K Followers 32 Following Official account of the City of Ottawa. Not monitored 24/7. Stay updated on critical information and emergencies. Français: @ottawaville
Jordan Foster 🏳️... @jordan_fosterr
827 Followers 440 Following Ph.D. 🤓 Studying, culture, new media, and inequality 📓
Craig Mokhiber @CraigMokhiber
87K Followers 1K Following Human rights lawyer, justice campaigner, global citizen. Former UN. “All human beings are born free & equal in dignity & rights.” (UDHR)
Unfair Market @UnfairMarket
17K Followers 8 Following Professional equity operator. Archival work documenting precision wealth transfer via: NYSE NASDAQ and leading equities. Private citizen. @SECGov whistleblower.
Toronto4Palestine @Toronto4P
8K Followers 79 Following #T4P aims to facilitate a global environment that supports Palestinian access to dignity, opportunity, and freedom.
Republic of Kiribati @KiribatiGov
57K Followers 1K Following Diplomatic dispatches from the Government-in-Exile. 𝓢𝓲𝓬 𝓖𝓸𝓻𝓰𝓲𝓪𝓶𝓾𝓼 𝓐𝓵𝓵𝓸𝓼 𝓢𝓾𝓫𝓳𝓮𝓬𝓽𝓪𝓽𝓸𝓼 𝓝𝓾𝓷𝓬
Palestine in Canada @PalestineInCa
191 Followers 41 Following Palestinian General Delegation to Canada
Palestinian Youth Mov... @palyouthmvmt
68K Followers 397 Following The Palestinian Youth Movement is a transnational, independent, grassroots movement of Palestinian & Arab youth struggling for the liberation of our homeland
socialist.ca @socialist_ca
3K Followers 878 Following International Socialists in the Canadian state. News-politics-reports. One solution-Revolution! 🇵🇸 LAND BACK-Strike! https://t.co/IuzcofC9aW
Sam Hersh @SamHersh01
13K Followers 926 Following is known to occasionally tweet something interesting
Leah ProudLakota (she... @LeahGazan
28K Followers 2K Following Member of Parliament for Winnipeg Centre / Instagram: leahgazanMP. Contact: [email protected] ✉️
Nili Kaplan-Myrth MD ... @nilikm
59K Followers 9K Following Family doctor | medical anthropology | Assistant Professor @uottawa | @UCL | @Yale | writer | https://t.co/cUk7ymPJRG | personal account | (she/her) 🇨🇦
Gary Anandasangaree @gary_srp
16K Followers 2K Following Minister of Public Safety | Ministre de la Sécurité publique | MP for Scarborough—Guildwood—Rouge Park | Député de Scarborough—Guildwood—Rouge Park
Joel Harden @JoelDHardenNDP
22K Followers 5K Following Democratic socialist. Values public service. Organizer for justice. Choose love, and make good trouble.
Ottawa Police Watch @PoliceOttawa
775 Followers 326 Following Documenting police misconduct and corruption in Ottawa. Tag me or DM submissions. #DefundThePolice
AskAubry 🦋 🐆�... @ask_aubry
323K Followers 12K Following Curator of Nice Guys™, WTFs, & Trash Takes Submission? DM me DMs are subject to the public Buy me a coffee? https://t.co/GXezMqElY8 Follow≠endorse TL=TW
The wikiHow Herald @wikiHowHerald
204 Followers 21 Following The wikiHow Herald is a community-run newspaper designed to keep you informed about what's happening around wikiHow. Official Twitter account @wikiHow!
Coalition Against Mor... @CAMSOttawa
2K Followers 438 Following Ottawa residents, activists, and researchers concerned about calls for more surveillance and policing. #CareNotCams #NoCCTVinOttawa #DefundDisarmDismantle
On Canada Project @oncanadaproject
3K Followers 428 Following Bridging info gaps so more Canadians can participate in convos about culture and politics | social enterprise: content • consulting • community | est 2020
Hunter Smales @smales_hunter
34 Followers 236 Following
Reductress @Reductress
307K Followers 583 Following The one and only fake women's news magazine. Shop, learn and listen to everything Reductress: https://t.co/rZ2ivP7vKO
BasicallyLouis @BasicallyLouis1
433 Followers 742 Following
















































