Calum
@cccalum.bsky.social
š¤ 11751
š„ 23513
š 1032
Speaker, writer, and adviser on AI. Co-founder of Conscium. Co-host of the London Futurists Podcast.
We will make AI āwork for the workersā, says UK technology secretary Liz Kendall, promising to support people whose jobs are swept away by automation. Can she really have so little idea what is coming?
www.theguardian.com/technology/2...
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Labour will make AI āwork for the workersā, says Liz Kendall
Technology secretary promises to support people whose jobs are swept away by automation
https://www.theguardian.com/technology/2026/jun/05/labour-will-make-ai-work-for-workers-liz-kendall
about 2 hours ago
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6/9 An AI tax could be levied on token usage. Token production is heavily concentrated in data centres in the USA. They cost $bns and take years to build, and ārogueā tax jurisdictions would struggle to replicate them.
calumchace.com/podcast-feed/
about 22 hours ago
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5/9 Unlike polluting factories, AI deployment can be rapidly shifted, so firms can simply flee to jurisdictions with no Pigouvian tax. The solutions are tax co-ordination, or border controls with tariffs. Both present immense challenges.
calumchace.com/podcast-feed/
2 days ago
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I'm looking forward to my keynote at the Lisbon AI Summit on Monday. See you there.
2 days ago
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4/9 One proposed solution is to tax automation, using what economists call a Pigouvian tax, which taxes externalities to force firms to pay attention to them.
calumchace.com/podcast-feed/
3 days ago
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A week from today The AI Guy meets The UBI Guy. Join us!
3 days ago
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3/9 Counter-intuitively, the fiercer the competition, the worse the automation trap. To avoid āThe AI Layoff Trapā, we might be better off in a monopoly-ridden economy.
calumchace.com/podcast-feed/
4 days ago
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Geoff Hinton reiterates his claim that we already have conscious AIs.
eu.36kr.com/en/p/3834555...
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Hinton Declares 'AI Is Awake,' Pope Asserts AI Has No Soul
Nobel laureate and the father of neural networks, Geoffrey Hinton, quietly said "Yes, I do" in an interview, announcing that AI has awakened.
https://eu.36kr.com/en/p/3834555030581637?ref=aisecret.us
4 days ago
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"AI as agents for the rich, and erotica and distracting simulations for the poor." A bleak view of an AI future from Ezra Klein's latest podcast. A lot like Brave New World. We can avoid this.
4 days ago
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2/9 "The AI Layoff Trap" points out that in the extreme case, if all firms automate fully, the result is zero employment and therefore zero demand, and every firm goes bust.
calumchace.com/podcast-feed/
5 days ago
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1/9 "The AI Layoff Trap" is a new paper by our guests, Gerry Tsoukalas and Brett Hemenway Falk. It depicts automation as a classic prisonerās dilemma. Every firm feels obliged to automate as much and as fast as possible, with terrible consequences.
calumchace.com/podcast-feed/
6 days ago
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One week until the Lisbon AI Summit. See you there!
6 days ago
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Great phrase for AI from Anthropic's Jack Clark, interviewed on The Rest is Politics podcast> Teaching Sand to Think.
6 days ago
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Waymo has 600 self-driving cars operating in Texas. Tesla has 42. Nuro has 47. How long before Musk invents an excuse to fold Tesla into the SpaceX-AI-Twitter money furnace?
techcrunch.com/2026/05/28/w...
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Waymo dominates autonomous vehicle registrations as Tesla trails behind | TechCrunch
A new law and AV tracker tool gives the clearest accounting yet of how many robotaxis and self-driving trucks are in Texas.
https://techcrunch.com/2026/05/28/waymo-dominates-texas-autonomous-vehicle-registrations-as-tesla-trails-behind/?utm_campaign=daily_pm
8 days ago
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Ironic that Putin, one of the most vile humans ever, has a much clearer understanding of the significance of AI than almost any Western politician.
www.youtube.com/watch?v=chJ1...
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Putin WARNS AI is Irreversible, 'Entire Professions May Go Extinct' At Eurasian Forum | Watch
Russian President Vladimir Putin has warned that artificial intelligence could replace entire professions, calling the transformation āirreversible and inevitableā during the Eurasian Economic Forumā¦
https://www.youtube.com/watch?v=chJ1pVJfAEQ
8 days ago
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Responding to "AI jobpocalypse now" claims, BCG“s CEO says revenue rose 7% to $14bn last year, and its headcount is expanding to help companies roll out AI. Jobpocalypse later.
www.wsj.com/tech/ai/ai-i...
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https://www.wsj.com/tech/ai/ai-is-changing-how-consultants-get-paidand-much-more-bcgs-ceo-says-c009b111
8 days ago
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The conversation has moved on from "whether to adopt AI" to "how to deploy it safely". Most of the people asking that question are not getting a satisfactory answer. The gap between deploying agents and deploying trusted agents is huge. The answer is coming...
9 days ago
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Sam Altman has often warned about full automation, and funded UBI experiments to explore solutions. Now he has changed his mind. Couldn't possibly be related to OpenAI's IPO, could it?
time.com/article/2026...
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Sam Altman Says AI āJobs Apocalypseā Probably Wonāt Happen. What Changed?
The OpenAI CEO reversed his own dire predictions about AI and employment, but layoffs keep coming.
https://time.com/article/2026/05/26/sam-altman-ai-job-losses-openAI-/
11 days ago
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On June 11th, the AI Guy meets the UBI Guy.
11 days ago
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Only 12 days until the AI Summit in Lisbon. See you there?
11 days ago
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8/8 What should an LLM say if asked whether it's conscious: yes, no, or I don't know? Megan Peters would like them to say I don't know, and see how that affects our relationships with them, and our intuitions about them.
www.prism-global.com/podcast/mega...
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Megan Peters: Metacognition, Neuroscience, and Tests for AI Consciousness ā The Partnership for Research Into Sentient Machines
Megan Peters is Associate Professor in the Department of Cognitive Sciences at the University of California, Irvine, and incoming faculty at University College London, where her lab investigatesā¦
https://www.prism-global.com/podcast/megan-peters-metacognition-neuroscience-and-tests-for-ai-consciousness
11 days ago
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The newsletter by Anthropic co-founder Jack Clark is often fascinating. This issue has a moving story about a family touched by death, which is subsequently undone by technology.
mail.google.com/mail/u/0/?ui...
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Gmail
Gmail is email thatās intuitive, efficient, and useful. 15 GB of storage, less spam, and mobile access.
https://mail.google.com/mail/u/0/?ui=2&ik=86872b4032&view=lg&permmsgid=msg-f:1866254540155811591
12 days ago
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The Pope just issued his first Encyclical - a warning against āpower [being] concentrated in the hands of a few, [because] it tends to become opaque and evade public oversight" Who better to know about that than a senior Catholic.
techcrunch.com/2026/05/25/t...
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The popeās AI encyclical isnāt really about AI | TechCrunch
Pope Leo XIV's first encyclical uses AI as a lens to diagnose older problems: concentrated power, eroding democracy, and a tech elite that shapes the world to its own advantage.
https://techcrunch.com/2026/05/25/the-popes-ai-encyclical-isnt-really-about-ai/?utm_campaign=daily_pm
12 days ago
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Is there a contract between writers and readers which means it is actually rude to inflict LLM writing on your readers? Or is the problem simply that LLM copy is samey, and worse, often badly thought through?
jola.dev/posts/the-so...
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The social contract of writing | jola.dev
About the value of genuine writing in a world being drowned in slop.
https://jola.dev/posts/the-social-contract-of-writing?utm_source=tldrnewsletter
12 days ago
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7/8 Megan Peters says science fiction often conflates superintelligence with sentience. The really frightening prospect isn't a conscious AI that hates us. It's a super-capable system, with no experience of its own, and no care for ours.
www.prism-global.com/podcast/mega...
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Megan Peters: Metacognition, Neuroscience, and Tests for AI Consciousness ā The Partnership for Research Into Sentient Machines
Megan Peters is Associate Professor in the Department of Cognitive Sciences at the University of California, Irvine, and incoming faculty at University College London, where her lab investigatesā¦
https://www.prism-global.com/podcast/megan-peters-metacognition-neuroscience-and-tests-for-ai-consciousness
12 days ago
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Google CEO Sundar Pichai is preparing to give the commencement speech at Stanford. He doesn't seem to have a plan to avoid the boos that Eric Schmidt and others have received.
www.nytimes.com/2026/05/22/p...
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https://www.nytimes.com/2026/05/22/podcasts/sundar-pichai-understands-why-people-are-anxious-about-ai.html?unlocked_article_code=1.lFA._RmZ.2MPll6ulrDYw&smid=url-share&utm_source=tldrnewsletter
13 days ago
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Google CEO Sundar Pichai: "I absolutely am sure that the technology is making foundational progress toward AGI. I am less able to predict whether itās in the 3-to-5 year time frame or the 5-10 year time frame."
www.nytimes.com/2026/05/22/p...
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https://www.nytimes.com/2026/05/22/podcasts/sundar-pichai-understands-why-people-are-anxious-about-ai.html?unlocked_article_code=1.lFA._RmZ.2MPll6ulrDYw&smid=url-share&utm_source=tldrnewsletter
13 days ago
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6/8 The debate between biological naturalism and computational functionalism is artificially binary, says Megan Peters. Are there functions that only biology can perform? Let's identify them, and see if any other substrates can realise them.
www.prism-global.com/podcast/mega...
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Megan Peters: Metacognition, Neuroscience, and Tests for AI Consciousness ā The Partnership for Research Into Sentient Machines
Megan Peters is Associate Professor in the Department of Cognitive Sciences at the University of California, Irvine, and incoming faculty at University College London, where her lab investigatesā¦
https://www.prism-global.com/podcast/megan-peters-metacognition-neuroscience-and-tests-for-ai-consciousness
13 days ago
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5/8 Megan Peters wants us to drop the traditional view of metacognition. Your brain monitors its own uncertainty constantly, just to function. Rats pass metacognitive tests. The effortful classroom version is only one slice of a much larger cake.
www.prism-global.com/podcast/mega...
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Megan Peters: Metacognition, Neuroscience, and Tests for AI Consciousness ā The Partnership for Research Into Sentient Machines
Megan Peters is Associate Professor in the Department of Cognitive Sciences at the University of California, Irvine, and incoming faculty at University College London, where her lab investigatesā¦
https://www.prism-global.com/podcast/megan-peters-metacognition-neuroscience-and-tests-for-ai-consciousness
14 days ago
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I“m delighted to be discussing AI, UBI & the Economic Singularity with @AndrewYang on June 11 at The AI Epidemic: Building for Life Summit. Come say hello at the Economic Singularity / Surviving AI booth. Free:
bloomstack.com/lifesummit
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AI Epidemic: Building for Life Summit | Bloomstack
Join founders, executives, and builders for an honest conversation about AI's impact on work and life. June 11, 2026. Virtual. Free to attend.
https://bloomstack.com/lifesummit
15 days ago
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In the latest episode of the "Eye on AI" podcast, EY's head of consulting Errol Gardner confirms that we are in the phoney war phase of the agentic AI revolution. We have a window of opportunity to learn how to make AI agents safe by verifying them.
conscium.com/verifyax
15 days ago
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With speakers being boo'ed at prestigious US universities when they talk about AI, will the SpaceX IPO convert the Magnificent Seven into the Hateful Eight?
15 days ago
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4/8 Being wrong about machine consciousness will cause real harms. False positives will mean badly allocated resources, and blame will be mis-assigned. False negatives will mean conscious entities will suffer. Both will be bad, in different ways.
www.prism-global.com/podcast/mega...
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Megan Peters: Metacognition, Neuroscience, and Tests for AI Consciousness ā The Partnership for Research Into Sentient Machines
Megan Peters is Associate Professor in the Department of Cognitive Sciences at the University of California, Irvine, and incoming faculty at University College London, where her lab investigatesā¦
https://www.prism-global.com/podcast/megan-peters-metacognition-neuroscience-and-tests-for-ai-consciousness
15 days ago
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3/8 Applying a language-based test for consciousness to an octopus tells you nothing useful, says Megan Peters. Likewise a biology-based test applied to an AI. We need more and better tests.
www.prism-global.com/podcast/mega...
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Megan Peters: Metacognition, Neuroscience, and Tests for AI Consciousness ā The Partnership for Research Into Sentient Machines
Megan Peters is Associate Professor in the Department of Cognitive Sciences at the University of California, Irvine, and incoming faculty at University College London, where her lab investigatesā¦
https://www.prism-global.com/podcast/megan-peters-metacognition-neuroscience-and-tests-for-ai-consciousness
16 days ago
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If you live in San Francisco and dislike cleaning your home, you can hire a humanoid robot from Gastby to do it for $150. It takes 3 hours and no humans are present.
gatsby.bot
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Gatsby | Humanoid Robot Apartment Cleaning in SF
We send humanoid robots to clean your apartment. Yes, seriously. $150 flat, any size.
https://gatsby.bot/
17 days ago
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Move over Artificial General Intelligence. Jeff Bezos says his new venture Prometheus is developing āArtificial General Engineersā - next-generation tools for designing physical objects.
www.geekwire.com/2026/jeff-be...
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Jeff Bezos describes his $38B startup Prometheus for the first time: āNothing to do with roboticsā
In a CNBC interview, Jeff Bezos offered the most detailed public description yet of Project Prometheus, calling the secretive startup an "artificial general engineer" building next-generation designā¦
https://www.geekwire.com/2026/jeff-bezos-describes-his-38b-startup-prometheus-for-the-first-time-nothing-to-do-with-robotics/?fbclid=IwY2xjawR7j3lleHRuA2FlbQIxMABicmlkETFraFhMc3NpNEFTZ2JTQVpOc3J0YwZhcHBfaWQQMjIyMDM5MTc4ODIwMDg5MgABHh4NvZ5PG1EomY4CpWEesjW_bRkXGeLbJYM7hCUVpQ6rius7E0RbXkQfLwma_aem_BXZQrHuFgFPMer0oE2zfwg
17 days ago
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"Agentic AI has arrived. AI can now do productive and valuable work. ... The world is rebuilding computing for agentic AI.ā Jensen Huang in Nvidia's latest quarterly report. We don't have long to make sure that agentic AI is safe.
yourstory.com/2026/05/nvid...
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NVIDIAās Huang says world will have ābillions of agentsā as AI boom lifts fiscal results
NVIDIA reported a strong first quarter as its net income soared 211% year-on-year to $58.3 billion, and revenue rose 85% to $81.6 billion.
https://yourstory.com/2026/05/nvidia-jensen-huang-world-billions-of-agents-ai-drives-q1-earnings
17 days ago
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2/8 Megan Peters is confident that LLMs aren't conscious because every prompt hits a different server farm, and the model just gets the conversation context. There is no continuity, no coherent self. There is no candidate for consciousness there.
www.prism-global.com/podcast/mega...
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Megan Peters: Metacognition, Neuroscience, and Tests for AI Consciousness ā The Partnership for Research Into Sentient Machines
Megan Peters is Associate Professor in the Department of Cognitive Sciences at the University of California, Irvine, and incoming faculty at University College London, where her lab investigatesā¦
https://www.prism-global.com/podcast/megan-peters-metacognition-neuroscience-and-tests-for-ai-consciousness
17 days ago
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A pleasure to discuss the future of AI with Dan Blumberg on "Future Around and Find Out". We cover Verify AX, the verification platform for AI agents, and the Economic Singularity.
www.futurearound.com/p/what-if-ai...
18 days ago
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At the end of his keynote at a big Google event, DeepMind CEO Demis Hassabis said āWhen we look back later, now may seem like the time we were standing at the start of the singularity.ā
www.digitaltoday.co.kr/en/view/5702...
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Google DeepMind CEO says world may be at start of singularity, renews AGI vision
Google DeepMind CEO Demis Hassabis said the current moment could later be seen as the start of a āsingularityā in the AI era. The Verge reported he made the remarks at the end of Google I/O 2026,ā¦
https://www.digitaltoday.co.kr/en/view/57022/google-deepmind-ceo-says-world-at-start-of-singularity-renews-agi-vision
18 days ago
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This year's Google I/O had a strong focus on AI Agents. We're in a kind of phoney war with regard to agents, which means there is time for people to work out how to deploy them safely. Which means verification.
www.nbcnews.com/tech/tech-ne...
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Google announces slew of AI advances, including a personal assistant coming soon
Powered by Gemini 3.5, Gemini Spark will be able to complete mundane, routine tasks like sorting through meeting notes, emails and chats and then creating documents with the biggest takeaways andā¦
https://www.nbcnews.com/tech/tech-news/google-announces-slew-ai-advances-personal-ai-assistant-coming-soon-rcna345971
18 days ago
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1/8 Ask an LLM if itās confident about something, and it replies 'yeah, definitely'. Then you explain that itās wrong, and it glibly replies 'my bad.' This is not metacognition, says Megan Peters, but mimicry.
www.prism-global.com/podcast/mega...
18 days ago
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5/5 The pilots of the ill-fated Air France flight 447 in June 2009 weren't incompetent. They were unprepared for a system that had changed around them. That's the lesson for AI agents. A license to operate must be earned ā and earned again.
startupsmagazine.co.uk/why-ai-agent...
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Why AI agents need to re-earn the license to operate | Startups Magazine
In 2009, Air France Flight 447 fell from the sky over the Atlantic. There were no faults with the Airbus A330, and the pilots were experienced. However, when the autopilot disconnected due toā¦
https://startupsmagazine.co.uk/why-ai-agents-need-to-re-earn-the-license-to-operate
23 days ago
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6.6. Musk, the world's richest man, lost his fight with Trump. Today, Presidents beat Plutocrats. But what happens when an individual“s wealth exceeds their nation“s GDP? When compute sits in orbit, outside sovereign control?
calumchace.com/podcast-feed/
23 days ago
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Dark web?
www.authoritarian-stack.info
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The Authoritarian Stack
How Tech Billionaires Are Building a Post-Democratic America ā And Why Europe Is Next
https://www.authoritarian-stack.info/
24 days ago
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4/5 An agent doesn't have to change for it to fall out of compliance. Legislation moves. Frameworks shift. An agent can find itself operating outside the rules it was designed for ā not because it changed, but because the world did.
startupsmagazine.co.uk/why-ai-agent...
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Why AI agents need to re-earn the license to operate | Startups Magazine
In 2009, Air France Flight 447 fell from the sky over the Atlantic. There were no faults with the Airbus A330, and the pilots were experienced. However, when the autopilot disconnected due toā¦
https://startupsmagazine.co.uk/why-ai-agents-need-to-re-earn-the-license-to-operate
24 days ago
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5/6. China may treat AI as national infrastructure rather than private property. That framing might actually be the more coherent response to a world in which AI dominates the means of production.
calumchace.com/podcast-feed/
24 days ago
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Fun drought. Half of Americans think it“s harder to have fun today than it was 10 years ago. Bet they thought the same ten years ago. And all the way back.
talkerresearch.com/are-us-adult...
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Are US adults having enough fun? - Talker Research
The state-by-state poll of 5,000 U.S. adults found 48% of the nation feels like their overall life is currently lacking in fun.
https://talkerresearch.com/are-us-adults-having-enough-fun/?utm_source=join1440&utm_medium=email&utm_placement=newsletter&user_id=677e3a9bcd4443abd70efbd5
25 days ago
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3/5 Agents drift in deployment without anyone changing a line of code. A well-tuned system on day one can slowly develop blind spots nobody built in. Especially in regulated industries, that's not a quirk. It's a liability.
startupsmagazine.co.uk/why-ai-agent...
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Why AI agents need to re-earn the license to operate | Startups Magazine
In 2009, Air France Flight 447 fell from the sky over the Atlantic. There were no faults with the Airbus A330, and the pilots were experienced. However, when the autopilot disconnected due toā¦
https://startupsmagazine.co.uk/why-ai-agents-need-to-re-earn-the-license-to-operate
25 days ago
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4/6. In one weekend during COVID, governments went from hands-off to paying half the workforce directly. That speed of economic reinvention suggests that ā just maybe - we could restructure around AI displacement, even without a pre-agreed plan.
calumchace.com/podcast-feed/
25 days ago
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