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Bob E Hayes

@bobehayes.bsky.social
430 followers 85 following 2.6K posts

PhD in industrial-organizational psychology. Interests in #datascience #customerexperience #statistics #machinelearning #artificialintelligence

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Bob E Hayes @bobehayes.bsky.social · 21/08/2026
Why Leaders Should Ignore Predictions About #AI "An assertion about the future can be many things—an estimate, a desire, a warning—but never a fact.” ~ Carissa Véliz
time.com
Why Leaders Should Ignore Predictions About AI
Breaking news and analysis from time.com. Politics, world news, photos, video, tech reviews, health, science, and entertainment news.
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Marc Elias @marcelias.bsky.social · 04/08/2026
NEW: After losing 20 consecutive lawsuits seeking states’ voter rolls, DOJ conceded that its case against Washington is no different from the others — but still urged another court to embrace the sweeping legal theory rejected by every court to consider it. www.democracydocket.com/news-alerts/...
democracydocket.com
After 20 straight losses, Trump DOJ struggles to defend demand for Washington state voter rolls
The concession left DOJ asking the Washington court to reject a judicial consensus that now includes 20 district court rulings and one federal appellate decision — without identifying any distinct fac...
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Carissa Véliz @carissaveliz.bsky.social · 14/06/2026
Esta semana tengo la inmensa suerte de compartir el escenario con la increíble @irenevalmore.bsky.social para hablar sobre Profecía y el futuro el 16 de junio a las 7pm en la Fundación Telefónica en #Madrid. ¡Apúntate! @debatelibros.bsky.social espacio.fundaciontelefonica.com/evento/caris...
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Bob E Hayes @bobehayes.bsky.social · 03/06/2026
GitHub Copilot users threaten exit as metered billing kicks in www.theregister.com/... #AI
theregister.com
Angry devs vow to flee GitHub Copilot as metered billing takes hold
'16% of my monthly Pro+ allowance. Gone. For basically nothing'
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Bob E Hayes @bobehayes.bsky.social · 02/06/2026
The Pope appears to understand AI better than Geoffrey Hinton does. "LLM researchers are NOT creating beings. They are creating interactive fiction that is trained to predict the language of actual beings. Those two are NOT the same." ~ Gary Marcus
garymarcus.substack.com
The Pope appears to understand AI better than Geoffrey Hinton does.
What a thing says doesn’t tell you how it came to say it
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Allison Gill @muellershewrote.com · 30/05/2026
ALERT: The Riverbottom Nightmare Band has dropped out of Trump’s Freedom 250 concert.
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James Talarico @jamestalarico.bsky.social · 27/05/2026
Ken Paxton just gave an Epstein-style deal to a pedophile. Paxton released Adam Hoffman — an admitted child rapist — back on our streets after Paxton’s rich lawyer friend got involved. The Epstein Class has no place in Texas. Ken Paxton has no place in the US Senate.
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Carl T. Bergstrom @carlbergstrom.com · 28/05/2026
Fyre Festival: DC edition
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Bob E Hayes @bobehayes.bsky.social · 27/05/2026
"I have been pointing out the errors since the week #ChatGPT was introduced in 2022, and study after study after study... has shown that most companies don’t seen a significant return on their #AI investment." ~ Gary Marcus garymarcus.substack.... #ROI #GenerativeAI
garymarcus.substack.com
If enough other companies report the same, the bubble pops. 🫧
Breaking: “Uber COO Andrew Macdonald said he’s not seeing proportional productivity gains from increasing AI costs.”
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Marc Elias @marcelias.bsky.social · 25/05/2026
“In response to questions from Senate Democrats, Trump’s judicial nominees won’t state the simple fact: Former President Joe Biden won, and, by extension, Trump lost.” www.democracydocket.com/news-alerts/...
democracydocket.com
Trump's judges are all election deniers
To avoid saying or implying that Trump lost in 2020, his judicial nominees have repeatedly engaged in rhetorical gymnastics.
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Bob E Hayes @bobehayes.bsky.social · 20/05/2026
Could #generativeAI turn out to be the tech industry’s Vietnam? And could public backlash lead AI to a better place? "As I argued at the end of Taming Silicon Valley..., if the people unite, we might actually be able to get AI to a better place." ~ Gary Marcus
garymarcus.substack.com
Could generative AI turn out to be the tech industry’s Vietnam? And could public backlash lead AI to a better place?
We live in interesting times
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Nathan Hamiel @nhamiel.bsky.social · 19/05/2026
Nope, the singularity isn't 4 years away, but the shitularity is certainly already here.
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Nan ☮️ @naninaz76.bsky.social · 18/05/2026
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Bob E Hayes @bobehayes.bsky.social · 18/05/2026
World models, artificial general intelligence and the hard problems of life–mind continuity: toward a unified understanding of natural and #artificialintelligence | The Royal Society royalsocietypublishi...
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Bob E Hayes @bobehayes.bsky.social · 18/05/2026
A civic grammar for #AI rights | @science.org www.science.org/doi/...
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Eliza Orlins @elizaorlins.bsky.social · 17/05/2026
3,437 bound volumes. 17,000 pounds of documents. 1,400 victims. Tomorrow at noon, I'm standing at a podium in Tribeca and reading the Epstein files out loud for 24 hours straight. Please join me. Subscribe here: www.youtube.com/@eliza.orlins
youtube.com
Eliza Orlins
Eliza Orlins is a Manhattan public defender and outspoken advocate for our city’s most vulnerable moms, dads, daughters and sons. Since 2009, she has represented around 5,000 New Yorkers who otherwi...
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Bob E Hayes @bobehayes.bsky.social · 14/05/2026
The Elon Musk v Sam Altman battle is a distraction "As much as Silicon Valley would wish you to believe it, #AI does not necessitate imperial conquest, nor could broad-based benefit from the technology ever emerge from such a foundation." ~ Karen Hao
theguardian.com
The Elon Musk v Sam Altman battle is a distraction | Karen Hao
Fixating on questions of whether Altman is untrustworthy, or whether Musk is even less so distracts from a far deeper problem with AI
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Bob E Hayes @bobehayes.bsky.social · 04/05/2026
Richard Dawkins and The Claude Delusion "Dawkins seems to imagine that since #LLMs say things people do, they must be like people, and that simply does not follow." ~ Gary Marcus garymarcus.substack.... #AI
garymarcus.substack.com
Richard Dawkins and The Claude Delusion
The great skeptic gets taken in
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Bob E Hayes @bobehayes.bsky.social · 28/04/2026
+1 >> "We tend to associate predictions with knowledge, she says, but they're actually attempts to grab power. So the next time someone tells you a specific outcome is inevitable, remember: they aren't describing the future — they're selling it." ~ Carissa Véliz
youtube.com
Beware the Power of Prediction | Carissa Véliz | TED
What do the story of Oedipus and your insurance premiums have in common? They are both driven by self-fulfilling prophecies. Philosopher and TED Fellow Carissa Véliz traces the hidden power of prediction, from Roman emperors who banned prophets to the AI algorithms quietly making decisions about you
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Bob E Hayes @bobehayes.bsky.social · 28/04/2026
John Oliver of @lastweektonight.com discusses #AI #Chatbots
youtube.com
AI Chatbots: Last Week Tonight with John Oliver (HBO)
John Oliver discusses AI chatbots, why they’re flirting with users unprompted and encouraging people to open soggy cereal cafes, and how their flaws can be genuinely hazardous to the public. Subscribe to the #lastweektonight YouTube channel for more almost news as it almost happens: www.youtube.com
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Bob E Hayes @bobehayes.bsky.social · 27/04/2026
"Skilled coders can use vibe-coded tools, with careful oversight. But amateurs using vibe-coding tools are asking for trouble. Using them without a strong prior working knowledge in coding and software maintenance and sysadmin *is* the mistake." ~ Gary Marcus
garymarcus.substack.com
Dario Amodei, hype, AI safety, and the explosion of vibe-coded AI disasters
What the AI cheerleaders don’t tell you
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Bob E Hayes @bobehayes.bsky.social · 21/04/2026
"Four studies in four journals published in the space of a few months reaching essentially the same conclusion is a crystal clear indicator that #chatbots, especially when used by amateurs, simply cannot be trusted." ~ Gary Marcus garymarcus.substack.... #generativeAI #healthcare
garymarcus.substack.com
Please don’t trust your chatbot for medical advice
Four separate studies all point in the same direction
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Stand Up for Science! @standupforscience.net · 16/04/2026
Yet another study shows Tylenol does not cause autism. RFK Jr. is lying to the public and putting people at risk. He must go. Tell your Rep to support impeachment: zurl.co/HkYVm zurl.co/FGXt2 #ImpeachTheQuack #RemoveRFKJr #ImpeachRFKJr #RFKJr #StandUpForScience
zurl.co
Taking Tylenol during pregnancy has no link to autism, new study finds
Trump has pushed unfounded claims of Tylenol use in pregnancy being tied to ‘a very increased risk of autism’
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MeidasTouch @meidastouch.com · 16/04/2026
Pope Leo XIV: Jesus told us, blessed are the peacemakers. But woe to those who manipulate religion and the very name of God for their own military, economic, or political gain, dragging that which is sacred into darkness and filth.
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Minnesota Star Tribune @startribune.com · 16/04/2026
A nationwide warrant has been issued in the first criminal charges against an ICE agent for on-duty actions during the enforcement surge in Minnesota.
bit.ly
ICE agent charged with two felonies for pointing his gun at motorists during Operation Metro Surge
Hennepin County Attorney Mary Moriarty said a nationwide warrant has been issued in the first criminal charges against an ICE agent for on-duty actions during the surge.
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Bob E Hayes @bobehayes.bsky.social · 07/04/2026
.Microsoft #GenerativeAI Report: The 40 Most Disrupted Jobs & The 40 Most Secure Jobs | @hackernoon.bsky.social hackernoon.com/micro... #DataScience #cybersecurity #healthcare #AI #MachineLearning
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Bob E Hayes @bobehayes.bsky.social · 04/04/2026
5 #ArtificialIntelligence Programs for Professionals Selecting the Right Track Across #GenAI, #MachineLearning, and #DataScience in 2026 www.onrec.com/news/n...
Best AI Track Programs of 2026
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Bob E Hayes @bobehayes.bsky.social · 03/04/2026
The two wildest stories today in tech "With actual #AGI nowhere in sight, redefinition and spin may be all that’s left." ~ Gary Marcus
garymarcus.substack.com
The two wildest stories today in tech
Shifting goal posts and new efforts at redefining the narrative
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Bob E Hayes @bobehayes.bsky.social · 02/04/2026
On employment, don’t panic – yet. "Don’t focus on replacing humans. Focus on how you can use #AI to help the ones you’ve got." ~ Gary Marcus
garymarcus.substack.com
On employment, don’t panic – yet.
Things will get wild, but probably not immediately
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Bob E Hayes @bobehayes.bsky.social · 31/03/2026
Excellent read >> "CEO Said A Thing!" Journalism
karlbode.com
"CEO Said A Thing!" Journalism
"CEO said a thing!" journalism involves parroting the claims of a business leader or executive with absolutely no context, correction, or challenge whatsoever, no matter how elaborate the delusion.
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Bob E Hayes @bobehayes.bsky.social · 30/03/2026
#AI’s Growing Role as Scientific Peer Reviewer Stanford HAI "Stanford computer scientist James Zou is exploring how AI can accelerate scientific research & peer review. His finding: AI excels at spotting gaps, but judgment calls still need humans."
hai.stanford.edu
AI’s Growing Role as Scientific Peer Reviewer | Stanford HAI
Stanford computer scientist James Zou is exploring how AI can accelerate scientific research and peer review. His finding: AI excels at spotting gaps, but judgment calls still need humans.
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Elizabeth Warren @warren.senate.gov · 28/03/2026
We need to know how much energy data centers use – and if YOU are subsidizing the costs of Big Tech companies. Making this data public is the bare minimum.
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Stand Up for Science! @standupforscience.net · 28/03/2026
LIVE IN 3 HOURS! The power is ours. The fight is ours. No Thrones. No Crowns. NO KINGS. The *official* #NoKings 3 #Virtual & #Accessible #Rally will be an online event to protect our health, defend our democracy, and say NO KINGS. #NK3VR Join us! zurl.co/fPfYi
Graphic with logos for No Kings and Stand Up for Science, and text that reads: TODAY! March 28th, 12:30 - 2PM CT! Official No Kings 3 Virtual & Accessible Rally organized by Stand Up for Science, LIVE IN 3 HOURS! Join: tr.ee/nk3ar
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Bob E Hayes @bobehayes.bsky.social · 05/03/2026
Don’t trust #GenerativeAI to do your taxes — and don’t trust it with people’s lives "Using a system you shouldn’t trust with your taxes to blow people up. 2026 in a nutshell." ~ Gary Marcus
garymarcus.substack.com
Don’t trust Generative AI to do your taxes — and don’t trust it with people’s lives
“The problem comes down to how A.I. chatbots are fundamentally designed”
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The Bulwark @thebulwark.com · 02/03/2026
WTF is happening between Anthropic and the Pentagon? @theverge.com's @haydenfield.bsky.social joins @eggerdc.bsky.social on Bulwark Takes to chat it over.
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Bob E Hayes @bobehayes.bsky.social · 02/03/2026
"By analogy, if one rolled dice (a physical instantiation of very simply algorithm) to pick targets, one would not blame the dice for the deaths, but those who chose to leave life or death to chance in the first place." ~ Gary Marcus garymarcus.substack.... #GenerativeAI
garymarcus.substack.com
Is AI already killing people by accident?
The writer Tyler Austin Harper (of The Atlantic, etc.) sent me a thread this morning, asking whether a mistargeting yesterday that killed nearly 150 school children in Iran could have been the result of AI.
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Bob E Hayes @bobehayes.bsky.social · 26/02/2026
30 seconds to midnight? 15? "It should be obvious that applying hallucinatory and unreliable #GenerativeAI to weapon systems without humans in the loop could be catastrophic." ~ Gary Marcus
garymarcus.substack.com
30 seconds to midnight? 15?
The Trump administration is literally playing with fire.
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Bob E Hayes @bobehayes.bsky.social · 09/02/2026
Nice win. @seahawksofficial.com
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Bob E Hayes @bobehayes.bsky.social · 09/02/2026
Gary Marcus on Moltbook, OpenClaw: 'I Wouldn't Touch It' "It's like giving full access to your computer and all your passwords to a guy you met at a bar who says he can help you out." ~ Gary Marcus www.businessinsider.... #AI
businessinsider.com
AI researcher Gary Marcus sounds off on Moltbook and OpenClaw's viral moment
Gary Marcus advocates caution about AI's risks. He told Business Insider that using OpenClaw was like giving your passwords to a stranger at the bar.
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Bob E Hayes @bobehayes.bsky.social · 06/02/2026
"For a few years, it seemed like the markets were swayed by hype, alternatives shut out. All that is starting to change. At last the market may be both ready—and desperate—for real AI." ~ Gary Marcus
garymarcus.substack.com
Sam Altman and the day Nvidia’s meteoric rise came to an end
Happy half anniversary, GPT-5
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Bob E Hayes @bobehayes.bsky.social · 06/02/2026
Sam Altman and the day Nvidia’s meteoric rise came to an end "The best news here is that with LLM mania subsiding, there might actually be a chance for newcomers to try new things." ~ Gary Marcus
garymarcus.substack.com
Sam Altman and the day Nvidia’s meteoric rise came to an end
Happy half anniversary, GPT-5
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George Conway ⚖️🇺🇸 @gtconway.bsky.social · 03/02/2026
It happened so fast it made everyone's head spin in the legal profession—and no doubt caused the panic that led other firms to capitulate. It never really made sense.
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htfcuddles @htfcuddles.mmfcomic.com · 01/02/2026
Do you remember when people were saying "I think my phone is listening to me, i'm getting ads for stuff I spoke about" and people said "They arent listening to you, they're just this good at predicting your interests"? Well, it happens they were doing exactly that. www.cbsnews.com/news/google-...
cbsnews.com
Google to pay $68 million over allegations its voice assistant eavesdropped on users
Class-action lawsuit alleged that Google's voice assistant illegally recorded and shared private conversations with advertisers.
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Bob E Hayes @bobehayes.bsky.social · 30/01/2026
How an AI feedback loop threatens to break ChatGPT | Gary Marcus@bsky.social www.youtube.com/watc... #democracy
youtube.com
How an AI feedback loop threatens to break ChatGPT | Gary Marcus
“Every election is vulnerable.” The threat of AI to democracy, the internet and even itself is getting “worse and worse” and there’s not enough agreement that it’s a bad thing, says author of Marcus on AI and professor emeritus of psychology and neural science at New York University, Gary Marcus.
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Bob E Hayes @bobehayes.bsky.social · 28/01/2026
#AI bot swarms threaten to undermine democracy "Today’s swarms, now emerging, can coordinate fleets of synthetic personas—sometimes with persistent identities—and move in ways that are hard to distinguish from real communities." ~ Gary Marcus et al. garymarcus.substack....
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Bob E Hayes @bobehayes.bsky.social · 27/01/2026
The federal government is trying to smear the name of Alex Pretti. They are lying to justify the unjustifiable. But those who knew him know the truth. He was a 37-year-old ICU nurse at the Minneapolis VA Hospital who dedicated his life to caring for American veterans. 1/4
A word cloud portrait of Alex Pretti shaped like a silhouette, filled with words used to describe him, like Nurse, Kind, Hero, and VA Hospital. Text on the right quotes his parents describing his heroism.
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Bob E Hayes @bobehayes.bsky.social · 27/01/2026
Silicon Valley Wants to Build #AI That Can Improve A.I. on Its Own
nytimes.com
Silicon Valley Wants to Build A.I. That Can Improve A.I. on Its Own
Ricursive Intelligence, founded by two former Google researchers and valued at $4 billion, is among several efforts to automate the creation of artificial intelligence.
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Bob E Hayes @bobehayes.bsky.social · 27/01/2026
Gee... what could go wrong? Government by #AI? Trump Administration Plans to Write Regulations Using #ArtificialIntelligence
propublica.org
Government by AI? Trump Administration Plans to Write Regulations Using Artificial Intelligence
The Transportation Department, which oversees the safety of airplanes, cars and pipelines, plans to use Google Gemini to draft new regulations. “We don’t need the perfect rule,” said DOT’s top lawyer. “We want good enough.”
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Rachel Maddow @maddow.bsky.social · 26/01/2026
www.ms.now/news/federal...
ms.now
Federal immigration agents keep shooting at drivers. We tracked 15 cases since July.
After each shooting, federal agencies claimed the drivers tried to ram agents with their vehicles. But the claim often falls apart under scrutiny.
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Bob E Hayes @bobehayes.bsky.social · 26/01/2026
"They have chased growth and scale at all costs, and largely, they’ve won. The data-center build-out is the ultimate culmination of that chase: the pursuit of scale for scale itself. In all scenarios, the outcome seems only to be real, painful disruption for the rest of us."
theatlantic.com
Here’s How the AI Crash Happens - The Atlantic
The U.S. is becoming an Nvidia-state.
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