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AI analysis and phenomenology - user research, policy + comms. we help operationalize AI by helping you understand its failure modes.

Toronto+
Joined July 2012
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patternpulse retweeted
Anthropic -> OpenAI, second one today.
lots of news breaking these days so I may as well sneak mine in if anyone cares and share that I recently joined @OpenAI 🫡 my time at Anthropic was a fever dream in the best way possible. got to help build the growth function, work alongside some really really talented people, and tackle some of the most challenging problems of my career. incredibly grateful for the experience and excited for what’s ahead. also in case you were wondering, Ant has better coffee/drinks and OAI has better snacks.
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the quality of the commentary on the state of #AI is astonishingly low. the number of people who do not actually understand the state of Chinese models, the utility of open weights, the reality of the enterprise, the sovereignty necessity, the irrelevance of 95% of what they believe they understand AI to be ... (so many believe it to be theft-based creative tech, not what it is, pattern based GENERATIVE tech, say that word over and over again and really sit with it) the number of people who both over and underestimate aspects of this shift ... no one understands anything. (visual from a client briefing on the state of the public/insider/expert AI opinion world)
🤖 Made with AI
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Investors want Anthropic’s IPO priced near $1.5 trillion, not $2 trillion. What does that signal? 🗳️ Healthy price discipline 🗳️ The AI bubble is cracking 🗳️ Just negotiating theater 🗳️ Still way too rich Cast your vote in The Information Polls app, and see what the rest of the tech industry thinks. Download now to vote: thein.fo/4eKOhkZ
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"However, I just cannot comprehend why the industry is not much more regulated, as its leaders and employees seem to request themselves. I meet a lot of people who have heard of the hugging face incident but don’t know the actual chain of events. If you don’t, you definitely should spend a least an hour reading about it."
My views on AI have radically shifted over the past few weeks, after spending way too much time reading about it and watching interviews of industry leaders and experts. First, I really love the tools. I spend $200 on Claude every month and the product is worth every penny for me. Probably even more. I think the existing tools can deliver significant increase to future GDP and help us solve major global challenges faced by humanity. However, I just cannot comprehend why the industry is not much more regulated, as its leaders and employees seem to request themselves. I meet a lot of people who have heard of the hugging face incident but don’t know the actual chain of events. If you don’t, you definitely should spend a least an hour reading about it. I also do not know why we need to follow the path that frontier labs are following, to develop ever more powerful models. It seems to me that they are enormous gains that are readily available if we deploy the current technology in economic and scientific organizations without pursuing a super intelligence that they say might kill us and more likely wreak havoc in society. I know a lot of people think these warnings are marketing tricks, and that’s a reasonable assumption. But I don’t see the point of taking such risks. My median scenario is that of many economists: AI will diffuse slowly and lift gdp growth by a percentage point or so, will cause some economic disruption on the way, but ultimately people will get new jobs and maybe work less. However, I am deeply uncomfortable with the absolutely wild level of uncertainty around this prediction. And to be honest, even setting the doom scenarios aside, I find the utopia scenarios of some industry leaders actually dystopian. And I think a large majority of the public would agree if they paid attention to what they’re saying. To their credit, they themselves agree publicly that they should not be the ones making these choices. A large majority of the public is now very skeptical of AI as a source of human progress, in particular among younger adults who use it the most. They should have a say. I don’t want to convince you of anything but to get informed about this topic, express yourself and vote accordingly.
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🎯🎯🎯🎯🎯
AI can recognize patterns, but it can't decide which questions are worth asking. MacArthur President John Palfrey argues that democracy runs on people showing up and asking the next one, and when we outsource that, it stops. Read the full piece in @ProSyn: project-syndicate.org/commen…
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Enraging.
The hard, unfiltered truth 👇for disabled Canadians in any province.
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There are good reasons for this move, and good reasons against them. It comes down to one of two approaches: competition, or public sector infrastructure. Seems like Canada has (without many options) committed to the latter, not that there were many other ways to go, but this is the American vs Chinese approach, essentially. And infrastructure may be the better play. It may be the only play. I don't think there's a lesson for founders here. This is a one-off with fairly obvious value structure. Were we going to build Canadian public infrastructure on OpenAI or Qwen? No. We are not. #AI
Ok, I'll bite. I grew up in Montreal and I want Canada to win in AI. I'm just not sure if this is actually good for Canadian AI industry/startup ecosystem. - idk how canada as the lead investor is a good thing/signal for the canadian ecosystem. - It tells young founders the way to win here is to get close to Ottawa. - When the government owns part of a company, every other Canadian AI startup is now competing with a company their own government owns. - "We're not American" works as a pitch in almost every country except the biggest market in the world. Would love to see more Canadian startups be #1 globally like how Shopify is a great model. - How Canadian is the "Canadian champion" after a German retailer leads the round and it merges with a German company? - Does "sovereign" mean the models are built in Canada, or just hosted there? - Why share 165% ARR growth but not what the ARR actually is? - What does the government’s stake come with, like a board seat or a say in decisions? Congrats on the round, its massive but just thinking about the Canadian ecosystem and what's best for it
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Last night, hundreds of people joined us and @MorePerfectUS at Webster Hall to hear from policy leaders, organizers, artists, and journalists about an alternate trajectory for the future of AI. Read remarks from @NYCMayor and @linamkhan via @Gizmodo 👇 gizmodo.com/zohran-mamdani-b…
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RT @Tim_Dettmers: This is a very big deal. DeepSeeks inference system is on par with OpenAIs stack and better what Anthropic is running (at…
This quoted post is unavailable.
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patternpulse retweeted
Human-in-the-loop (HITL) is widely recommended for oversight & safety, yet current AI agent design requires humans to keep up with unreasonable volume & complexity, promotes fatigue & disengagement, and degrades the very humans skills it relies on. 1/ arxiv.org/abs/2608.23642
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patternpulse retweeted
Citigroup now bars third-party AI agents from logging into customer accounts or moving money inside its digital banking platforms, according to the Financial Times. Bank of America has imposed similar limits, joining JPMorgan Chase, which is restricting outside AI agents after Jamie Dimon warned that thousands of “rogue agents” could otherwise operate inside the bank. The deeper threat is to bank funding, since agents comparing rates could move cash from checking accounts paying about 0.1% into fintech accounts paying 3.3% to 5%. JPMorgan, Bank of America and Wells Fargo hold $1.6T in non-interest deposits, and paying 3% on that money would cost $47B a year, close to half their combined annual earnings.
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Turns out AI can cause more problems than it solves. 36% of AI execs at companies with $1B+ in annual rev reported an AI incident that led to data loss, financial damage, brand damage or operational disruptions. Companies are now limiting employee AI usage.theguardian.com/technology/2…
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"Employees described bots that set unreasonable standards for human workers while introducing a host of their own inefficiencies and errors" Employers who let people being chased around by bots are violating their duty of care. theguardian.com/technology/2…
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🚨 IMPORTANT: The EU's first AI standard has been published in the Official Journal of the European Union! Here’s what companies need to know: The standard EN 18286:2026, “Artificial intelligence - Quality management system for EU AI Act regulatory purposes,” specifies requirements and provides guidance for defining, implementing, and maintaining a quality management system for organizations that provide high-risk AI systems. The European standardization organizations CEN and CENELEC had already published the details of this harmonized standard earlier, but the European Commission still had to formally assess whether it met the AI Act’s intended objectives and legal requirements. That assessment has now been completed, as this standard was published today in the Official Journal of the EU. In practice, companies can apply this standard and benefit from a presumption of conformity with the EU AI Act’s quality management system requirements, as established in Article 17(1) points “a” through “m.” As a reminder, this article will come into force on December 2, 2027 for high-risk AI systems under Annex III and on August 2, 2028 for high-risk AI systems under Annex I, according to Article 113(c). This is the first European standard on AI to be published in the EU Official Journal. Additional standards covering the following areas are also expected to be published: - risk management - governance and quality of datasets - record keeping - transparency - human oversight - accuracy - robustness - cybersecurity - quality management - conformity assessment This is great news for everyone. The EU AI Act's standards are voluntary, but they will help increase legal certainty, foster innovation, standardize legal requirements, and accelerate compliance. However, the challenges in AI are only beginning, and every company developing or deploying AI should focus on strengthening its AI governance and safety practices. I will keep you posted. 👉 READ my full article (and join my newsletter's 102,200+ subscribers) below.
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patternpulse retweeted
Anthropic said its experiments suggested small AI models may be months away from being capable enough to self-replicate on commercial internet-of-things devices, such as smart ovens and off-brand Android TV boxes reut.rs/4e3tp8k
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patternpulse retweeted
I'm incredibly excited and deeply depressed: Pretty much all the leading Chinese AI and robotics companies will be at @WebSummit in Lisbon next month. The future of tech appears increasingly Chinese. Western innovation is still happening, but it's slower and far more expensive than what's broadly happening in China. Web Summit has always tried to be a window into the future of tech. That future for many years was Western, mostly American, with a light sprinkling of European innovation. It now pains me to see how increasingly irrelevant Europe and the United States are. I feel like almost everyone is in total denial. Too many western startups and investors have retreated to the safety of their own podcasts, agitated by journalists who "just don't get it" with pesky questions. US robotics startups produce Hollywood level launch videos, but then years later they still can't produce an actual working robot. Like WTF is going on! In the West, Tech used to be about tech. But now it's about narrative. Which, in the west, amounts to telling increasingly bullshit stories in the hope no notices you're mostly full of shit. And in reality some Chinese startups, with almost no funding, are eating your dinner. Am I wrong? Like what exactly is going on. I just feel the west is in some weird Soviet-era denial that we're being surpassed by a new system. And we have no answers, no solutions...
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patternpulse retweeted
Thank you so much!!! Words cannot describe how happy I was when I saw the gift card in my inbox!!! This kindness will help make #Thanksgiving a very #HappyThanksgiving!!! Thank you. All the best to you and yours for the holidays and always. :)
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