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bobehayes.bsky.social
PhD in industrial-organizational psychology. Interests in #datascience #customerexperience #statistics #machinelearning #artificialintelligence
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⚠️⚠️⚠️ Current AI is far too stupid to do this in a sound and compassionate way. See also my dark and already borne out essay on Musk’s dark vision for AI: open.substack.com/pub/garymarc...

'as these AI systems learn to problem-solve, they sometimes discover questionable shortcuts and unintended workarounds that their creators never anticipated, says Jeffrey Ladish, executive director at Palisade Research and one of the authors of the study. “As you train models and reinforce them 1/2

“If you’re going to have this explosion, abundance, whatever, commodity of intelligence available, the first thing we have to observe is GDP growth. This is where we get a little bit ahead of ourselves with all this #AGI hype. 1/2

Do it now!

RingCentral wants to give every enterprise an ‘AI receptionist’ "Using ‘smart call routing,’ the tool can connect callers to the right place based on natural language interactions, and can automatically send SMS confirmations..." www.itpro.com/techno... #CustomerExperience #GenerativeAI

Lol. Apparently I'm on John Oliver's show tonight. I haven't seen it yet. Had no idea this was happening. But, um, gonna go watch now.

Monologue: OpenAI Was Never A Non-Profit In this week's monologue, @edzitron.com walks you through the early days of OpenAI - and the simmering war between Elon Musk and Sam Altman over its non-profit status. podcasts.apple.com/u... #GenerativeAI #Fraud

I agree with @garymarcus.bsky.social. I think we are in a deep local optimum and need a major disruption. We need to create systems that learn and use models and abstractions, especially causal ones. We need to escape pure statistical learning (the field to which I've devoted my career)

The big #AI story right now: Pure scaling has failed to produce #AGI "In short, half a trillion dollars have been invested in a misguided premise; a great deal more funding seems to be headed in the same direction for now." ~ @garymarcus.bsky.social fortune.com/2025/02/...

I see these hot takes: "Academia had it coming for [reasons]." The problem with this is that unless you can explain why immigrants, LGBTQ people, minorities, teachers, federal employees, aid workers, health professionals, etc., ALSO had it coming, you'll end up short of a parsimonious explanation.

5 questions for @meredithmeredith.bsky.social Here's one question: What is one underrated big idea? "We need to recognize the current paradigm of large scale #artificialintelligence as a product of concentrated power in the tech industry, 1/2

Gregg is a former Marine and Forest Service ranger. He's saved the lives of hikers dangling off a cliff or going through cardiac arrest, and he's bravely fought forest fires to save small rural towns. 100% of his salary is paid by WA state. Elon fired him. Share his story.

Grok 3 Beta in Shambles "The primary lesson here is the same as in the early ChatGPT days: caveat emptor. No matter how good-looking the output, there are often subtle errors that most people wouldn’t catch. 1/3

The Trump regime's segregationist agenda is clear. I argue that having a Black man as president of white America enraged a portion of this country so much, that they decided to destroy any pipeline to Black advancement in academia, government, & workplaces. karenattiah.substack.com/p/trumps-seg...

AlphaGeometry2 is impressive but not a general-purpose #AI. It excels at International Mathematical Olympiad geometry problems, achieving gold-medal level performance. However, it requires problems translated into specialized notation and struggles with basic geometric concepts. 1/2

The United States was founded on speaking up against tyranny, We need to speak up. open.substack.com/pub/garymarc...

Any talk you hear from the current administration about making the US more competitive in science and technology is utter bullshit. What they are doing is sabotaging our country for years if not decades to come.

What is #AI, and how do programmes like #ChatGPT and #DeepSeek work? www.bbc.com/news/tec...

"History tells us that diversity of thought fuels innovation. The Renaissance, the Enlightenment, and every major intellectual movement happened because people had competing ideas." ~ @shellypalmer.bsky.social shellypalmer.com/202... #AI

#GenerativeAI use and human agency "Generative AI is AI produced to learn patterns from data, which can also be used to create patterns similar to those in data." ~ @j2bryson.bsky.social joanna-bryson.blogsp...

Humane's #AI Pin is dead, as HP buys startup's assets for $116M | techcrunch.com/2025/... #GenerativeAI

The legislation, SB180, introduced by Sen. Stephanie Pitcher, D-Salt Lake, would require that a human review any AI-generated police reports, and that any law enforcement agency using #generativeAI include a disclosure in the report www.sltrib.com/news/... #police #bias

#ArtificialIntelligence Revolution: 10 U.S. States Leading The Pack Rankings were derived from data across five metrics: AI education, tech hubs, tech jobs, businesses using AI and AI investment. 1. California 2. Florida 3. Massachusetts 4. Texas 5. New York 6. Illinois 7. North Carolina 1/2

"History tells us that diversity of thought fuels innovation. The Renaissance, the Enlightenment, and every major intellectual movement happened because people had competing ideas." ~ @shellypalmer.bsky.social shellypalmer.com/202... #AI

"How many people are now wondering about private information about themselves or their loved ones? How many companies are wondering if their sensitive financial data is now in the hands of a rival? How many judges are wondering if their family is next?" #privacy

"The U.S. government has experienced what may be the most consequential security breach in its history—not through a sophisticated cyberattack or an act of foreign espionage, but through official orders by a billionaire with a poorly defined government role." foreignpolicy.com/2025/02/11/d...

"In short #LLMs can influence people’s attitudes; people may not even know they have been influenced; and if you warn them, they can still be affected. #Grok 3 is designed to be a nuclear propaganda weapon, and Musk is proud of it." ~ @garymarcus.bsky.social garymarcus.substack.... #AI

[email protected]'s hot take: 1. @Samasama.bsky.social can breathe easy 2. No major leap forward, here Hallucinations haven’t been magically solved, etc 3. OpenAI’s moat keeps diminishing, so price wars will continue and profits will continue to be elusive 1/2

If You Want to See How Dumb #AI Really Is, Ask This Question futurism.com/ai-chat... #hallucinations #GenerativeAI

In the #GenAI Era, Why Are #CustomerService #Chatbots Dumb? “These mistakes happen, and the best way to prevent them is to have clear, defined guidelines and... 1/2

A Large Language Model?

#GenerativeAI use and human agency "Generative AI is AI produced to learn patterns from data, which can also be used to create patterns similar to those in data." ~ @j2bryson.bsky.social joanna-bryson.blogsp...

#Apple pulling out of encrypting iCloud data for UK citizens is major news, with major implications. The UK has found yet another way to shoot itself in the foot. No one wins. British citizens are now less safe. #privacy #surveillance www.bbc.co.uk/news/article...

#AIagents have clear mission, hazy business model "Companies hoping for instant productivity gains will be disappointed, though. They must prepare employees to use the tools in their daily workflows. 1/3

OpenAI is no longer an American company per se; most of its money going forward in next few years will come from SoftBank. www.theinformation.com/articles/ope...

Thank you to @theglobeandmail.com for including me in your 2025 "Changemakers" list, among such an inspiring list of leaders. I am proud to be Canadian and to bring my passion for AI (and for saving the planet 🌎) to our country 🇨🇦 www.theglobeandmail.com/business/rob...

The enshittification continues... unless woman in sleeveless dress really smiles like that. #GenerativeAI