PhD in industrial-organizational psychology. Interests in #datascience #customerexperience #statistics #machinelearning #artificialintelligence https://bsky.app/profile/bobehayes.bsky.socialhttps://bsky.app/profile/bobehayes.bsky.social/post/3mneizuc2dj2wGitHub Copilot users threaten exit as metered billing kicks in https://www.theregister.com/ai-and-ml/2026/06/02/github-copilot-users-threaten-exit-as-metered-billing-kicks-in/5249826?utm_source=bluesky&utm_medium=social&utm_campaign=fedica-AI-and-CX #AI 03 Jun 2026 06:43 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mneizuc2dj2whttps://bsky.app/profile/bobehayes.bsky.social/post/3mnbyvxzuol2eThe 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 https://garymarcus.substack.com/p/the-pope-appears-to-understand-ai?utm_source=bluesky&utm_medium=social&utm_campaign=fedica-AI-and-CX02 Jun 2026 06:49 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mnbyvxzuol2ehttps://bsky.app/profile/bobehayes.bsky.social/post/3mmsv4qjtvb26"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 https://garymarcus.substack.com/p/if-enough-other-companies-report?utm_source=bluesky&utm_medium=social&utm_campaign=fedica-AI-and-CX #ROI #GenerativeAI27 May 2026 06:32 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mmsv4qjtvb26https://bsky.app/profile/bobehayes.bsky.social/post/3mmciox4u542bCould #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 https://garymarcus.substack.com/p/could-generative-ai-could-turn-out?utm_source=bluesky&utm_medium=social&utm_campaign=fedica-AI-and-CX20 May 2026 18:06 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mmciox4u542bhttps://bsky.app/profile/bobehayes.bsky.social/post/3mm5hkati3w2bWorld models, artificial general intelligence and the hard problems of life–mind continuity: toward a unified understanding of natural and #artificialintelligence | The Royal Society https://royalsocietypublishing.org/rsta/article/384/2320/20240533/481677/World-models-artificial-general-intelligence-and?utm_source=bluesky&utm_medium=social&utm_campaign=fedica-AI-and-CX18 May 2026 18:02 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mm5hkati3w2bhttps://bsky.app/profile/bobehayes.bsky.social/post/3mm3sfdiy7z2bA civic grammar for #AI rights | @science.org https://www.science.org/doi/10.1126/science.aeh7153?utm_source=bluesky&utm_medium=social&utm_campaign=fedica-AI-and-CX18 May 2026 02:11 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mm3sfdiy7z2bhttps://bsky.app/profile/bobehayes.bsky.social/post/3mltkcmdnm42oThe 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 https://www.theguardian.com/technology/commentisfree/2026/may/14/elon-musk-sam-altman-ai-feud14 May 2026 19:26 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mltkcmdnm42ohttps://bsky.app/profile/bobehayes.bsky.social/post/3mkzgog5unr2hRichard 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 https://garymarcus.substack.com/p/richard-dawkins-and-the-claude-delusion?publication_id=888615 #AI04 May 2026 10:11 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mkzgog5unr2hhttps://bsky.app/profile/bobehayes.bsky.social/post/3mklmkfkvj62u+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 https://www.youtube.com/watch?v=OS4wHmKtH-Q&utm_source=bluesky&utm_medium=social&utm_campaign=fedica-AI-and-CX28 Apr 2026 22:19 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mklmkfkvj62uhttps://bsky.app/profile/bobehayes.bsky.social/post/3mkjxusqmw42bJohn Oliver of @lastweektonight.com discusses #AI #Chatbots https://www.youtube.com/watch?v=Ykvf3MunGf8&utm_source=bluesky&utm_medium=social&utm_campaign=fedica-AI-and-CX28 Apr 2026 06:37 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mkjxusqmw42bhttps://bsky.app/profile/bobehayes.bsky.social/post/3mkipamy4q62m"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 https://garymarcus.substack.com/p/dario-amodei-hype-ai-safety-and-the27 Apr 2026 18:29 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mkipamy4q62mhttps://bsky.app/profile/bobehayes.bsky.social/post/3mjzzeoagtd2w"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 https://garymarcus.substack.com/p/please-dont-trust-your-chatbot-for #generativeAI #healthcare21 Apr 2026 22:21 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mjzzeoagtd2whttps://bsky.app/profile/bobehayes.bsky.social/post/3miwft7ef7m2x.Microsoft #GenerativeAI Report: The 40 Most Disrupted Jobs & The 40 Most Secure Jobs | @hackernoon.bsky.social https://hackernoon.com/microsoft-generative-ai-report-the-40-jobs-most-disrupted-jobs-and-the-40-most-secure-jobs #DataScience #cybersecurity #healthcare #AI #MachineLearning07 Apr 2026 18:28 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3miwft7ef7m2xhttps://bsky.app/profile/bobehayes.bsky.social/post/3minnlc5hbx2x5 #ArtificialIntelligence Programs for Professionals Selecting the Right Track Across #GenAI, #MachineLearning, and #DataScience in 2026 https://www.onrec.com/news/news-archive/5-artificial-intelligence-programs-for-professionals-selecting-the-right-track?utm_source=bluesky&utm_medium=social&utm_campaign=fedica-AI-and-CX04 Apr 2026 06:53 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3minnlc5hbx2xhttps://bsky.app/profile/bobehayes.bsky.social/post/3mimcsefgcf2dThe two wildest stories today in tech "With actual #AGI nowhere in sight, redefinition and spin may be all that’s left." ~ Gary Marcus https://garymarcus.substack.com/p/the-two-wildest-stories-today-in?utm_source=bluesky&utm_medium=social&utm_campaign=fedica-AI-and-CX03 Apr 2026 18:07 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mimcsefgcf2dhttps://bsky.app/profile/bobehayes.bsky.social/post/3mii4y47gr72rOn 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 https://garymarcus.substack.com/p/on-employment-dont-panic-yet?utm_source=bluesky&utm_medium=social&utm_campaign=fedica-AI-and-CX02 Apr 2026 02:12 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mii4y47gr72rhttps://bsky.app/profile/bobehayes.bsky.social/post/3mies3skmvo2xExcellent read >> "CEO Said A Thing!" Journalism https://karlbode.com/ceo-said-a-thing-journalism/?utm_source=bluesky&utm_medium=social&utm_campaign=fedica-AI-and-CX31 Mar 2026 18:19 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3mies3skmvo2xhttps://bsky.app/profile/bobehayes.bsky.social/post/3micc2f4eah2r#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." https://hai.stanford.edu/news/ais-growing-role-as-scientific-peer-reviewer?utm_source=bluesky&utm_medium=social&utm_campaign=fedica-AI-and-CX30 Mar 2026 18:27 +0000at://did:plc:6li4cee4mhfwvuouapi4guc3/app.bsky.feed.post/3micc2f4eah2r