popular bookmarks generated Fri Jan 23 07:09:10 2026 UTC ----------------------------------------- Giving University Exams in the Age of Chatbots [https://ploum.net/2026-01-19-exam-with-chatbots.html] Giving Chatbots Choice to the StudentsRule N°1 implies having all the resources you want. But what about chatbots? I didn’t want to test how ChatGPT was answering my questions, I wanted to help my students better understand what Open Source means.Before the exam, I copy/pasted my questions into some LLMs and, yes, the results were interesting enough. So I came up with the following solution: I would let the students choose whether they wanted to use an LLM or not. This was an experiment.The questionnaire contained the following: # Use of Chatbots Tell the professor if you usually use chatbots (ChatGPT/LLM/whatever) when doing research and investigating a subject. You have the choice to use them or not during the exam, but you must decide in advance and inform the professor. Option A: I will not use any chatbot, only traditional web searches. Any use of them will be considered cheating. Option B: I may use a chatbot as it’s part of my toolbox. I will then respect the following rules: 1) I will inform the professor each time information come from a chatbot 2) When explaining my answers, I will share the prompts I’ve used so the professor understands how I use the tool 3) I will identify mistakes in answers from the chatbot and explain why those are mistakes Not following those rules will be considered cheating. Mistakes made by chatbots will be considered more important than honest human mistakes, resulting in the loss of more points. If you use chatbots, you should be held accountable for the output.I thought this was fair. You can use chatbots, but you will be held accountable for it.Most Students Don’t Want to Use ChatbotsThis January, I saw 60 students. I interacted with each of them for a mean time of 26 minutes. This is a tiring but really rewarding process.Of 60 students, 57 decided not to use any chatbots. For 30 of them, I managed to ask them to explain their choices. For the others, I unfortunately did not have the time. After the exam, I grouped those justifications into four different clusters. I did it without looking at their grades. 2026-01-23T05:47:02Z {XDN Observations Edu} The Agent Skills Directory [https://skills.sh/] Discover and install skills for AI agents. 2026-01-23T05:47:02Z {ai agents skills workflow resource} 10 things I learned from burning myself out with AI coding agents - Ars Technica [https://arstechnica.com/information-technology/2026/01/10-things-i-learned-from-burning-myself-out-with-ai-coding-agents/] 2026-01-23T05:47:02Z {GenAI code digital.transfo} Running Claude Code dangerously (safely) [https://blog.emilburzo.com/2026/01/running-claude-code-dangerously-safely/] Background I’ve been using Claude Code more and more recently. At some point I realized that rather than do something else until it finishes, I would constantly check on it to see if it was asking for yet another permission, which felt like it was missing the point of having an agent do stuff. So I wanted to use Claude Code with the --dangerously-skip-permissions flag.If you haven’t used it, this flag does exactly what it says: it lets Claude Code do whatever it wants without asking permission first. No more “May I install this package?”, “Should I modify this config?”, “Can I delete these files?”It just… does it.Which is great for flow since I don’t have to worry that it stopped doing stuff just to ask a permission question.But also, you know, dangerous. 2026-01-23T05:47:02Z {XDN Tech Observations} Claude's new constitution Anthropic [https://www.anthropic.com/news/claude-new-constitution] 2026-01-23T05:47:02Z {claude ai llms soul-doc} I was a top 0.01% Cursor user. Here's why I switched to Claude Code 2.0. | Silen [https://blog.silennai.com/claude-code] 2026-01-23T05:47:02Z {claude coding} Unconventional PostgreSQL Optimizations | Haki Benita [https://hakibenita.com/postgresql-unconventional-optimizations] 2026-01-23T05:47:02Z {databases} affaan-m/everything-claude-code: Complete Claude Code configuration collection - agents, skills, hooks, commands, rules, MCPs. Battle-tested configs from an Anthropic hackathon winner. [https://github.com/affaan-m/everything-claude-code] Complete Claude Code configuration collection - agents, skills, hooks, commands, rules, MCPs. Battle-tested configs from an Anthropic hackathon winner. 2026-01-23T05:47:02Z {claudecode claude} AI companies will fail. We can salvage something from the wreckage [https://www.theguardian.com/us-news/ng-interactive/2026/jan/18/tech-ai-bubble-burst-reverse-centaur] 2026-01-23T05:47:02Z {ai history business justice writing} Skip: Build truly native iPhone and Android apps with Skip [https://skip.dev/]
Introduction to using Skip for dual-platform app development.
2026-01-23T05:47:02Z {mobile android ios swift kotlin tools} Isometric NYC [https://cannoneyed.com/isometric-nyc/] 2026-01-23T05:47:02Z {maps} The Agentic AI Handbook: Production-Ready Patterns - Log - nibzard [https://www.nibzard.com/agentic-handbook] 2026-01-23T05:47:02Z {llm ai agentic} Velocity Is the New Authority. Here’s Why – On my Om [https://om.co/2026/01/21/velocity-is-the-new-authority-heres-why/] "Why does everyone feel overwhelmed by information? Why does it feel impossible to trust what passes through our streams? We tend to blame individual publications, specific platforms, or bad actors. The real answer has less to do with any single media entity and more with structural changes in the information ecosystem. I started my “information” life typing copy on an ill-tempered Remington. As a teenage reporter, I saw newspapers being typeset, one letter at a time. It was a messy, slow, and laborious process. So I don’t carry romantic notions about the old days. I’ve been quick to embrace any technology that, in Stephen Covey’s words, helps me keep “the main thing the main thing.” The main thing is telling a thoroughly reported, well-written story. The early 1990s Internet, followed by blogging at the turn of the century, and social media a decade later all helped me do that main thing. In the mid-2000s I embraced Dave Winer’s mantra of “sources going direct.” As far back as 2009, I outlined the coming changes in my essays “How Internet Content Distribution and Discovery Are Changing” and “Amplification and the Changing Role of Media.” For the past decade and a half, the whole information ecosystem has become much larger, faster and noiser. It is hardly surprising that nothing works. And we feel a collective sense of overwhelming disappointment. So, why does nothing work? Authority used to be the organizing principle of information, and thus the media. You earned attention by being right, by being first in discovery, or by being big enough to be the default. That world is gone. The new and current organizing principle of information is velocity. What matters now is how fast something moves through the network: how quickly it is clicked, shared, quoted, replied to, remixed, and replaced. In a system tuned for speed, authority is ornamental. The network rewards motion first and judgment later, if ever. Perhaps that’s why you feel you can’t discern between truths, half-truths, and lies. With so much coming at us all the time, it is difficult to give any single story or news event much weight. More content means already fragmented attention fractures even further. Greenland, Iran, Venezuela, Epstein Files, Dodgers. On and on. Networks have always shaped how societies are organized. Roman roads didn’t just make travel easier; they mapped the reach of the state and the limits of power. Shipping routes determined where colonial empires flourished and where they faded. In the Victorian age, the railways didn’t just shorten journeys; they rearranged British society. They created commuting and leisure, turned market towns into suburbs, standardized national time, and collapsed the meaning of distance. They also reordered authority: timetables mattered as much as parliaments. What looks like cultural choice is often the echo of infrastructure. Today’s mobile, cloud-linked world is another Victorian moment. Networks compress time and space, then quietly train us to live at their speed. That’s why we get all our information as memes. The meme has become the metastory, the layer where meaning is carried. You don’t need to read the thing; you just need the gist, compressed and passed along in a sentence, an image, or a joke. It has taken the role of the headline. The machine accelerates this dynamic. It demands constant material; stop feeding it and the whole structure shakes. The point of the internet now is mostly to hook attention and push it toward commerce, to keep the engine running. Anyone can get their cut. Velocity has taken over. Algorithms on YouTube, Facebook, TikTok, Instagram, and Twitter do not optimize for truth or depth. They optimize for motion. A piece that moves fast is considered “good.” A piece that hesitates disappears. There are almost no second chances online because the stream does not look back. People are not failing the platforms. People are behaving exactly as the platforms reward. We might think we are better, but we have the same rat-reward brain. We built machines that prize acceleration and then act puzzled that everything feels rushed and slightly manic. The networks of the past were slower and at a scale that was adaptable. I wrote about this years ago, and nothing since has disproved it. So when the author of “beliefs outrun facts” says nothing works, now you know why. The fundamental network-level changes should give you a good idea of why we have a growing ambivalent relationship toward media as an organized information entity. I will get into technology media from startup perspective in a separate piece. For now, I will stick to the broader media ecosystem. Let’s use YouTube technology reviews as a case study, because they are universally understandable. Take the launch of a new phone: when the embargo lifts, dozens of polished video reviews appear on YouTube. They run about 20 minutes, share similar thumbnails, and use the same mood lighting. The reviewers had access to the phones before everyone else, so they had time to prepare their reviews. In the old days, before the current phase of content abundance, folks like Walt Mossberg, Ed Baig, David Pogue, and Steven Levy were often the first to get Apple products for review. Sure, these folks had big platforms, but that head startgave them a lot of clout, which meant many non-Apple companies offered them early access to their products. I never felt cheated or misled by their reviews, though I did notice what they omitted after using the product for a few months. These days, things are markedly different. For YouTubers, access is the currency of survival. Access, of course, means suggested talking points. Again, nothing new. What’s different is that every reviewer knows that if they paint outside the lines, they’ll lose access. If you don’t have the review out when the embargo lifts, it doesn’t matter if you have a better review; no one is going to notice. The system rewards whoever speaks first, not whoever lives with it long enough to understand it. The “review” at launch outperforms the review written two months later by orders of magnitude. The second, longer, more in-depth, more honest review might as well not exist. It’s not that people are less honest by nature. It’s that the structure pays a premium for compliance and levies a tax on independence. The result is a soft capture where creators don’t have to be told what to say. The incentives do the talking. We built systems that reward acceleration, then act surprised when everything feels rushed, shallow, and slightly manic. People do what the network rewards. Writers write for the feed. Photographers shoot for the scroll. Newsrooms frame stories as conflict because conflict travels faster than nuance. Even our emotional lives adapt to latency and refresh cycles. The design of the network becomes the choreography of daily life. In older networks, the constraints were physical. The number of train lines limited where cities could grow. The number of printing presses limited how many voices could speak. In our case, the constraint is temporal: how fast something can be produced, clicked, shared, and replaced. When velocity becomes the scarcest resource, everything orients around it. This is why it’s wrong to think of “the algorithm” as some quirky technical layer that can be toggled on and off or worked around. The algorithm is the culture. It decides what gets amplified, who gets to make a living, and what counts as “success.” Once velocity is the prize, quality becomes risky. Thoughtfulness takes time. Reporting takes time. Living with a product or an idea takes time. Yet the window for relevance keeps shrinking, and the penalty for lateness is erasure. We get a culture optimized for first takes, not best takes. The network doesn’t ask if something is correct or durable, only if it moves. If it moves, the system will find a way to monetize it. The algorithm doesn’t care whether something is true; it cares whether it moves. Day-one content becomes advertising wearing the mask of criticism. All of this folds back into a larger point. When attention is fragmented and speed becomes the dominant value, media rearranges itself around that reality. Not because anyone wakes up wanting to mislead people, but because the context makes some paths survivable and others impossible. The YouTube algorithm is the real enforcer because it rewards velocity. Get into the algorithmic slip stream and you get the numbers and make money. So it is no surprise that most day-one reviews are, well, anything but. This goes back to my original premise that when velocity becomes the defining metric, authority is displaced. You don’t need to be right; you need to be first in the feed. Generalize this beyond YouTube tech reviews and you see the same pattern everywhere. I’m flabbergasted by how much good journalism goes unnoticed every day. We didn’t just put journalism, entertainment, politics, and private lives on networks. We let the networks rewrite what those things are forand how they work. None of what I am saying is new. Decades ago the media sage Marshall McLuhan summed it up in his timeless phrase, “The medium is the message.” The medium, the technology or channel of communication, influences society and individuals more profoundly than the content, altering our senses and habits and, in turn, our perception, interaction, and culture. The only difference is that network is like a hydra, and data is the fuel that adds velocity, the new metric of perceived reality. The cost of all this isn’t abstract. It’s the review that took three months, and no one will read it. It’s the investigation that requires patience. It’s the work of understanding before passing judgment. All of it still exists, still gets made. It just doesn’t travel. In a system where only what travels matters, we’ve made expertise indistinguishable from noise. The cost of all this isn’t abstract. It’s the review that took three months but no one will read. It’s the investigation that required patience. It’s the work of understanding something before declaring judgment. All of it still exists, still gets made. It just doesn’t travel. And in a system where only what travels matters, we’ve made expertise indistinguishable from noise. In the age of AI, will any of this matter when our idea of information will be entirely different?" 2026-01-23T05:47:02Z {internet web online speed velocity ommalik 2026 howweread reading writing howwewrite socialmedia youtube acceleration attention noise information authority media society netwoeks commerce algorithms instagram facebook twitter tiktok journalism thoughfulness relevance thought howwethink fragmentation marshallmcluhan ai artificialintelligence} simple crispy pan pizza – smitten kitchen [https://smittenkitchen.com/2026/01/simple-crispy-pan-pizza/] 2026-01-23T05:47:02Z {recipes} Electricity use of AI coding agents | Simon P. Couch – Simon P. Couch [https://www.simonpcouch.com/blog/2026-01-20-cc-impact/] 2026-01-23T05:47:02Z CSS Optical Illusions [https://alvaromontoro.com/blog/68091/css-optical-illusions] 2026-01-23T05:47:02Z building isometric nyc [https://cannoneyed.com/projects/isometric-nyc] 2026-01-23T05:47:02Z {mapping} The Incredible Overcomplexity of the Shadcn Radio Button [https://paulmakeswebsites.com/writing/shadcn-radio-button/] 2026-01-23T05:47:02Z {css} Clawdbot Showed Me What the Future of Personal AI Assistants Looks Like - MacStories [https://www.macstories.net/stories/clawdbot-showed-me-what-the-future-of-personal-ai-assistants-looks-like/] via MacStories https://ift.tt/1uSCb5K 2026-01-23T05:47:02Z blader/humanizer: Claude Code skill that removes signs of AI-generated writing from text [https://github.com/blader/humanizer] 2026-01-23T05:47:02Z {ai writing} Why We've Tried to Replace Developers Every Decade Since 1969 [https://www.caimito.net/en/blog/2025/12/07/the-recurring-dream-of-replacing-developers.html] 2026-01-23T05:47:02Z How AI Destroys Institutions [https://cyberlaw.stanford.edu/publications/how-ai-destroys-institutions/] 2026-01-23T05:47:02Z The Carney doctrine - Paul Wells [https://paulwells.substack.com/p/the-carney-doctrine] ref https://bsky.app/profile/maxfawcett.bsky.social/post/3mculqf6nbs2f 2026-01-23T05:47:02Z {canpoli worldpoli wef liberals trade} originalankur/maptoposter: Transform your favorite cities into beautiful, minimalist designs. MapToPoster lets you create and export visually striking map posters with code. [https://github.com/originalankur/maptoposter] 2026-01-23T05:47:02Z {tryme maps} Read Mark Carney's full speech on middle powers navigating a rapidly changing world | CBC News [https://www.cbc.ca/news/politics/mark-carney-speech-davos-rules-based-order-9.7053350] 2026-01-23T05:47:02Z CrimethInc. : Rapid Response Networks in the Twin Cities : A Guide to an Updated Model [https://crimethinc.com/2026/01/15/rapid-response-networks-in-the-twin-cities-a-guide-to-an-updated-model] via https://kolektiva.social/@Hex/115926481567680564 via @dalias@hachyderm.io boost of https://kolektiva.social/@Hex/115926558278793434 2026-01-23T05:47:02Z {antira protest} Loot Drop | 925+ Failed Startup Case Studies & Ideas to Steal [https://www.loot-drop.io/] 2026-01-23T05:47:02Z QArt Coder [https://research.swtch.com/qr/draw/] The “QArt Coder” page is back, now using Go+WebAssembly so that pictures never leave your computer. 2026-01-23T05:47:02Z xai-org/x-algorithm: Algorithm powering the For You feed on X [https://github.com/xai-org/x-algorithm] 2026-01-23T05:47:02Z {twitter} Read the full transcript of Carney’s speech to World Economic Forum - National | Globalnews.ca [https://globalnews.ca/news/11620877/carney-davos-wef-speech-transcript/] Canada 2026-01-23T05:47:02Z {international politics} Claude's Constitution [https://www.anthropic.com/constitution] 2026-01-23T05:47:02Z City Temperature Explorer [https://awjuliani.github.io/weather-explore/] Compare average monthly temperatures between cities using interactive 3D visualizations. Explore high, low, and mean temperatures across the year. 2026-01-23T05:47:02Z {dataviz weather cities} 'The old order is not coming back,' Carney says in provocative speech at Davos | CBC News [https://www.cbc.ca/news/politics/carney-davos-speech-9.7052725] 2026-01-23T05:47:02Z {canpoli worldpoli liberals wef} CNAME vs A record [https://blog.cloudflare.com/cname-a-record-order-dns-standards/] Cloudflare outage report talks about a subtle wrinkle in DNS, where the order of the records matters when it probably shouldn't 2026-01-23T05:47:02Z {+ cname dns postmortem cloudflare outage} EU Inc — Sign the petition to create a pan-european startup entity [https://www.eu-inc.org/] 2026-01-23T05:47:02Z {europe startup policy} The 26,000-Year Astronomical Monument Hidden in Plain Sight — LONG NOW IDEAS [https://longnow.org/ideas/the-26000-year-astronomical-monument-hidden-in-plain-sight/] "The reason we have historically paid so much attention to this celestial center, or North Star, is because it is the star that stays put all through the course of the night. Having this one fixed point in the sky is the foundation of all celestial navigation." "Hansen’s terrazzo floor points out that the North Star of the ancient Egyptians, as they built the great pyramids, was Thuban. And in about 12,000 years, our North Star will be Vega." 2026-01-23T05:47:02Z {science} How much can a city take? | The Verge [https://www.theverge.com/policy/864195/minneapolis-ice-invasion-organizing-immigration] via The Verge https://ift.tt/5RuQ9dw 2026-01-23T05:47:02Z The assistant axis: situating and stabilizing the character of large language models Anthropic [https://www.anthropic.com/research/assistant-axis] 2026-01-23T05:47:02Z {GenAI chatbot} rss.social [https://rss.social/] 2026-01-23T05:47:02Z {rss} Letting Claude Play Text Adventures [https://borretti.me/article/letting-claude-play-text-adventures] Cognitive architecture: new term for me. LLMs trained more on action and feedback than language tokens? 2026-01-23T05:47:02Z {via:rss llms cogarch tolearn hackathons} superpowers [https://github.com/obra/superpowers] Claude Code superpowers: core skills library 2026-01-23T05:47:02Z {github-starred} Does software piracy exist?: Matthew Butterick [https://matthewbutterick.com/chron/does-software-piracy-exist.html] 2026-01-23T05:47:02Z {economics} Dangerzone [https://github.com/freedomofpress/dangerzone] This software removes any potential problems and then converts suspicious documents (PDF, DOC, JPG, and more) into a PDF file you can view safely. 2026-01-23T05:47:02Z {pdf security malware documents} Disaster planning for regular folks (2015) | Hacker News [https://news.ycombinator.com/item?id=46700809] 2026-01-23T05:47:02Z Icon Sets • Iconify [https://icon-sets.iconify.design/] 2026-01-23T05:47:02Z {DealCircle Icons} ASCII characters are not pixels: a deep dive into ASCII rendering [https://alexharri.com/blog/ascii-rendering] 2026-01-23T05:47:02Z {graphics asciiart rendering algorithms} Skip Is Now Free and Open Source | Skip [https://skip.dev/blog/skip-is-free/] 2026-01-23T05:47:02Z {android opensource swift gui} Terabyte Deals (US) | Check Disk Prices [https://terabytedeals.com/us] 2026-01-23T05:47:02Z {HDD storage} Notchie - Invisible Mac Teleprompter for Screen Sharing [https://www.notchie.app/?ref=DenseDiscovery-372] 2026-01-23T05:47:02Z {podcasting podcast teleprompt webcam} Nvidia Stock Crash Prediction [https://entropicthoughts.com/nvidia-stock-crash-prediction] 2026-01-23T05:47:02Z {nvidia} GitHub - jordanhubbard/nanolang: A tiny experimental language designed to be targeted by coding LLMs [https://github.com/jordanhubbard/nanolang] jaygooby starred jordanhubbard/nanolang 2026-01-23T05:47:02Z {github starred favorite} The only two markup languages [https://www.gingerbill.org/article/2026/01/19/two-families-of-markup-languages/] 2026-01-23T05:47:02Z Douglas Adams on the English–American cultural divide over “heroes” | Blog [https://shreevatsa.net/post/douglas-adams-cultural-divide/] 2026-01-23T05:47:02Z {comedy hitchhikersguide books culture usa uk} Clawdbot — Personal AI Assistant [https://clawd.bot/] 2026-01-23T05:47:02Z https://inventwithpython.com/ [https://inventwithpython.com/] Learn how to program! Invent Your Own Computer Games with Python teaches you how to program in the Python. Each chapter gives you the complete source code for a new game, and then teaches the programming concepts from the example. 2026-01-23T05:47:02Z {python} They Wanted a University Without Cancel Culture. Then Dissenters Were Ousted. - POLITICO [https://www.politico.com/news/magazine/2026/01/16/civil-war-university-of-austin-bari-weiss-00729688] 2026-01-23T05:47:02Z pdfwithlove - The Private Alternative to iLovePDF & Smallpdf [https://pdfwithlove.netlify.app/] Merge, compress, and convert PDFs entirely in your browser. No uploads, no cloud, no tracking. The secure alternative to iLovePDF. 2026-01-23T05:47:02Z {pdf tools} A Social Filesystem [https://overreacted.io/a-social-filesystem/] Formats over apps. 2026-01-23T05:47:02Z {atproto internet webdev} Website hosting tips [https://gist.github.com/jvns/5bd9283d7abd5ceb26eb7ed28afe3030] Expert gives advice on hosting small websites to simplify the maintenance load 2026-01-23T05:47:02Z {+ hosting webserver web internet server simple} Waiting for dawn in search: Search index, Google rulings and impact on Kagi [https://blog.kagi.com/waiting-dawn-search] 2026-01-23T05:47:02Z UI Components & Templates for Ruby on Rails | railsui.com [https://railsui.com/]
Professionally designed Tailwind CSS UI components and templates made exclusively for Ruby on Rails. Ship faster with beautiful, production-ready designs.
2026-01-23T05:47:02Z {rails web-development-tools} Conductor - Run a team of coding agents on your Mac [https://www.conductor.build/] Create parallel Codex + Claude Code agents in isolated workspaces. See at a glance what they're working on, then review and merge their changes. 2026-01-23T05:47:02Z {development ai tool} Stanford scientists found a way to regrow cartilage and stop arthritis | ScienceDaily [https://www.sciencedaily.com/releases/2026/01/260120000333.htm] 2026-01-23T05:47:02Z {salute} research!rsc: Floating-Point Printing and Parsing Can Be Simple And Fast (Floating Point Formatting, Part 3) [https://research.swtch.com/fp] 2026-01-23T05:47:02Z {programming articles} coreyhaines31/marketingskills: Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering. [https://github.com/coreyhaines31/marketingskills] 2026-01-23T05:47:02Z {ai claude} A Complete Guide To AGENTS.md [https://www.aihero.dev/a-complete-guide-to-agents-md] Learn how to optimize your AGENTS.md file for AI coding agents. Master progressive disclosure, keep instructions focused, and maximize agent performance. 2026-01-23T05:47:02Z {ai tooling} US science after a year of Trump: what has been lost and what remains [https://www.nature.com/immersive/d41586-026-00088-9/index.html] 2026-01-23T05:47:02Z What a Sony and TCL partnership means for the future of TVs | The Verge [https://www.theverge.com/tech/864745/sony-tcl-tvs-partnership-explained?view_token=eyJhbGciOiJIUzI1NiJ9.eyJpZCI6IkFtb3lXVUtwcTYiLCJwIjoiL3RlY2gvODY0NzQ1L3NvbnktdGNsLXR2cy1wYXJ0bmVyc2hpcC1leHBsYWluZWQiLCJleHAiOjE3Njk0NjQzMjYsImlhdCI6MTc2OTAzMjMyNn0.jn0NfURxbc6kV2dDcTvPelC8KFIlXD0uUk0OK6xIPfA] via Daring Fireball https://ift.tt/RTwmhfd 2026-01-23T05:47:02Z Everyone Knows Our Mad King’s Greenland Obsession Is Insane. Why Won’t Congress Stop It? | Techdirt [https://www.techdirt.com/2026/01/20/everyone-knows-our-mad-kings-greenland-obsession-is-insane-why-wont-congress-stop-it/] I want to focus on a few layers of insanity here, because they compound on each other in ways that should be making every American deeply uncomfortable.First: Trump is yelling at the wrong country about the wrong thing. 2026-01-23T05:47:02Z {america trump europe greenland} Without Benchmarking LLMs, You're Likely Overpaying 5-10x | Karl Lorey [https://karllorey.com/posts/without-benchmarking-llms-youre-overpaying] 2026-01-23T05:47:02Z {AI subscription API sparen Tipps_und_Tricks} iOS 27: Apple to revamp Siri as chatbot built in to iPhone and Mac to fend off OpenAI • Bloomberg [https://www.bloomberg.com/news/articles/2026-01-21/ios-27-apple-to-revamp-siri-as-built-in-iphone-mac-chatbot-to-fend-off-openai?accessToken=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGVkQXJ0aWNsZSIsImlhdCI6MTc2OTAyNDk2NywiZXhwIjoxNzY5NjI5NzY3LCJhcnRpY2xlSWQiOiJUOFRXOVlLR0NURlUwMCIsImJjb25uZWN0SWQiOiJDNEVEQ0FFMUZBMDU0MEJFQTI0QTlGMjExQzFFOTA4MCJ9.awOoIDGdEkCAvho8waoXR6VVVojI3jGvQHJeDjwcyrs&leadSource=uverify%20wall] Mark Gurman:

Apple Inc. plans to revamp Siri later this year by turning the digital assistant into the company’s first artificial intelligence chatbot, thrusting the iPhone maker into a generative AI race dominated by OpenAI and Google. The chatbot — code-named Campos — will be embedded deeply into the iPhone, iPad and Mac operating systems and replace the current Siri interface, according to people familiar with the plan. Users will be able to summon the new service the same way they open Siri now, by speaking the “Siri” command or holding down the side button on their iPhone or iPad. The new approach will go well beyond the abilities of the current Siri — or even a long-promised update that’s coming earlier in 2026. Today’s Siri lacks a chat-like feel and the back-and-forth conversational abilities of OpenAI’s ChatGPT or Google’s Gemini. The feature is a central piece of Apple’s turnaround plan for the AI market, where it has lagged behind Silicon Valley peers. The Apple Intelligence platform had a rocky rollout in 2024, with features that were underwhelming or slow to arrive. Shares of Apple gained on the chatbot news, climbing as much as 1.7% to a session high of $250.83. Google parent Alphabet Inc., which is supplying the underlying technology for the project, was up 2.6% to $330.32 as of 2:54 p.m. in New York. The previously promised, non-chatbot update to Siri — retaining the current interface — is planned for iOS 26.4, due in the coming months. The idea behind that upgrade is to add features unveiled in 2024, including the ability to analyze on-screen content and tap into personal data. It also will be better at searching the web. The chatbot capabilities will come later in the year, according to the people, who asked not to be identified because the plans are private.

So when you say "revamp" what you mean is "use Google Gemini"? It would be nice to know if any of the old Siri will be kept, or if it's going to be taken on a ride into the mountains. (Perhaps in the manner of John Gruber's June 2007 "An Anthropomorphized Brushed Metal Interface Theme Shows Up for the WWDC Preview Build of Mac OS X Leopard".) 2026-01-23T05:47:02Z {apple siri chatbot openai} Going Founder Mode On Cancer - by Elliot Hershberg [https://centuryofbio.com/p/sid] "Cancer is a disease of information. Loss of genomic information threatens to destroy the self. It may have met its match with Sid." In a massive Google Doc entitled “Sid Health Notes,” he and his team compile detailed entries for every medical interaction or meeting with a cancer researcher or oncology company they take. The document has grown to over 1,000 pages for just 2025. After exhausting his options with the standard of care, he set out to create his own “therapeutic ladder” of possible treatments. Some rungs on this ladder are existing medicines that could potentially be repurposed from other cancers based on information gained from diagnostics. Others are individualized therapies designed in collaboration with researchers or companies specifically for Sid. When advocating for more aggressive treatment, he has had to contend with a system that equates the Hippocratic Oath of “first do no harm” with a lethargy that can feel like “first do nothing,” in his view. The experimental treatment being developed in Germany was a radioligand therapy. These medicines consist of two parts. The first is a targeting compound called a ligand. Attached to the ligand is a radioisotope, which is an unstable atom that undergoes decay, emitting radiation. The goal is for the ligand to precisely deliver this infinitesimally small nuclear bomb to cancer cells, triggering their death. When Sid’s cancer had returned, only 19% of the infiltrating immune cells measured by single-cell sequencing were T cells. After the surgery following radiotherapy, 89% of the cells measured were T cells. It seemed that the checkpoint inhibitor, a neoantigen peptide vaccine, an oncolytic virus, and the radiotherapy itself, had set Sid’s anti-cancer immune response into hyperdrive. 2026-01-23T05:47:02Z {cancer} Canada Announces Divorce from America - by Charlotte Clymer [https://charlotteclymer.substack.com/p/canada-announces-divorce-from-america] Comments 2026-01-23T05:47:02Z {s} Just the Browser [https://justthebrowser.com/] 2026-01-23T05:47:02Z {software browser privacy} AddyOsmani.com - 21 Lessons From 14 Years at Google [https://addyosmani.com/blog/21-lessons/] 2026-01-23T05:47:02Z blitzbrowser: Browsers in Docker with user data storage and proxy [https://github.com/blitzbrowser/blitzbrowser] https://news.ycombinator.com/item?id=46694138 2026-01-23T05:47:02Z {docker containers webdesign programming opensource toolkit interesting simplicity} A Year of 3D Printing [https://brookehatton.com/blog/making/a-year-of-3d-printing/] 2026-01-23T05:47:02Z Disaster planning for regular folks [https://lcamtuf.coredump.cx/prep/index-old.shtml] 2026-01-23T05:47:02Z {prepping} Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task — MIT Media Lab [https://www.media.mit.edu/publications/your-brain-on-chatgpt/] 2026-01-23T05:47:02Z {ai llm} Inside Enchanté, Apple's AI chatbot for employee productivity | Macworld [https://www.macworld.com/article/3038122/inside-enchante-apples-ai-chatbot-for-employee-productivity.html] via Macworld - News, Tips & Reviews from the Apple Experts https://ift.tt/lk9L6ji 2026-01-23T05:47:02Z How to enable ProMotion 120Hz mode in Safari (Mac, iPhone, and iPad) [https://birchtree.me/blog/how-to-enable-120hz-mode-in-safari-mac-iphone-and-ipad/] Today I learned something amazing: Safari supports higher than 60Hz refresh. It's the only mainstream web browser that doesn't, and I have never understood why, but apparently as of the end of 2025 in Safari version 26.3 (and maybe earlier) you can enable it. Here's how to do it. 2026-01-23T05:47:02Z Letterboxd - davidehrlich: THE BEST FILMS OF 2025 [https://letterboxd.com/davidehrlich/list/the-best-films-of-2025/] 2026-01-23T05:47:02Z I'm addicted to being useful [https://www.seangoedecke.com/addicted-to-being-useful/] 2026-01-23T05:47:02Z {addicted useful sean goedecke} Into the abyss [https://degenerateart.beehiiv.com/p/into-the-abyss] The correct response to Dachau was not better training for the guards. 2026-01-23T05:47:02Z GPTZero finds 100 new hallucinations in NeurIPS 2025 accepted papers [https://gptzero.me/news/neurips/] GPTZero's analysis 4841 papers accepted by NeurIPS 2025 show there are at least 100 with confirmed hallucinations. The Conference on Neural Information Processing Systems (NeurIPS) is one of the most prestigious AI conferences in the world. The most recent meeting occurred in November 2025, where 100+ hallucinated citations were published.Last month, GPTZero used our Hallucination Check tool to uncover 50 hallucinated citations in papers under review for ICLR 2026. However, we knew that ICLR (the International Conference on Learning Representations) was just one of hundreds of academic conferences and publications besieged by a tsunami of AI slop. After scanning 4841 papers accepted by the equally prestigious Conference on Neural Information Processing Systems (NeurIPS), we discovered 100s of hallucinated citations missed by the 3+ reviewers who evaluated each paper. Below, we uncover 100 confirmed hallucinations in the table below, spanning over 51 NeurIPS papers, which were not previously reported. 2026-01-23T05:47:02Z {XDN Tech Observations} Millions of people imperiled through sign-in links sent by SMS [https://arstechnica.com/security/2026/01/millions-of-people-imperiled-through-sign-in-links-sent-by-sms/] One practice that jeopardizes users is the use of links that are easily enumerated, meaning scammers can guess them by simply modifying the security token, which usually appears at the right of a URL ... Other links used so few possible token combinations that they were easy to brute force. Other examples of shoddy practices were links that allowed attackers who gained unauthorized access to access or modify user data ... Many of the links provide account access for years after they were sent ... Attackers who had received links from the same service could then easily modify the tokens they had to access other people’s accounts.The likely widespread sending of unsafe links in SMS messages means there are few concrete steps most people can take to protect themselves ... links sent by SMS or email aren’t automatically unsafe as long as links are short lived, expires after the first login, and have a cryptographically secure token ... Another way to strengthen the security of SMS- or email-based authentication is to require a second factor 2026-01-23T05:47:02Z {security !publish} Trump administration concedes DOGE team may have misused Social Security data - POLITICO [https://www.politico.com/news/2026/01/20/trump-musk-doge-social-security-00737245] "DOGE team members shared data on unapproved 'third-party' servers and may have accessed private information that had been ruled off-limits by a court at the time." "Shapiro also revealed that Steve Davis, a senior adviser to Musk and DOGE’s team, was copied on a March 3, 2025 email that included a password-protected file containing private information of about 1,000 people contained in Social Security systems." "DOJ revealed that a DOGE team member was briefly granted access to private Social Security profiles even after a court prohibited it." "'Because Cloudflare is a third-party entity, SSA has not been able to determine exactly what data were shared to Cloudflare or whether the data still exist on the server.'" 2026-01-23T05:47:02Z {politics} Tech Expert Azeem Azhar's Favorite AI & Productivity Tools [https://wondertools.substack.com/p/a-tech-experts-ai-toolkit] A Tech Expert's AI Toolkit 🧠 2026-01-23T05:47:02Z {Lifehack Writing Kindle} PicoPCMCIA – yyzkevin [https://www.yyzkevin.com/picopcmcia/] 2026-01-23T05:47:02Z {pcmcia} NVIDIA Contacted Anna’s Archive to Secure Access to Millions of Pirated Books * TorrentFreak [https://torrentfreak.com/nvidia-contacted-annas-archive-to-secure-access-to-millions-of-pirated-books/] 2026-01-23T05:47:02Z ICE detains five-year-old Minnesota boy as he came home, say school officials | Minnesota | The Guardian [https://www.theguardian.com/us-news/2026/jan/21/ice-arrests-five-year-old-boy-minnesota] 2026-01-23T05:47:02Z {lmhr-immigrant-abuse jfc} Qwen3-TTS Family Is Now Open Sourced: Voice Design, Clone, and Generation | Hacker News [https://news.ycombinator.com/item?id=46719229] 2026-01-23T05:47:02Z {text-to-speech} GitHub - anthropics/original_performance_takehome: Anthropic's original performance take-home, now open for you to try! [https://github.com/anthropics/original_performance_takehome] 2026-01-23T05:47:02Z Personal infrastructure setup 2026 [https://linderud.dev/blog/personal-infrastructure-setup-2026/] 2026-01-23T05:47:02Z {homelab} ‘We got lazy and complacent’: Swedish pensioners explain how abolishing the wealth tax changed their country [https://theconversation.com/we-got-lazy-and-complacent-swedish-pensioners-explain-how-abolishing-the-wealth-tax-changed-their-country-272041] 2026-01-23T05:47:02Z {sweden} A Dictionary of Demons | It From Bit [https://blog.rowan.earth/dictionary-of-demons/] 2026-01-23T05:47:02Z {mythology} Rethinking “Pixel Perfect” Web Design — Smashing Magazine [https://www.smashingmagazine.com/2026/01/rethinking-pixel-perfect-web-design/] 2026-01-23T05:47:02Z Pencil – Design Mode for Cursor [https://www.pencil.dev/] 2026-01-23T05:47:02Z {ai cursor design} ChartGPU [https://github.com/ChartGPU/ChartGPU] Beautiful, open source, WebGPU-based charting library - ChartGPU/ChartGPU 2026-01-23T05:47:02Z {graph chart library js} Claude’s new constitution [https://simonwillison.net/2026/Jan/21/claudes-new-constitution/#atom-everything] Late last year Richard Weiss found something interesting while poking around with the just-released Claude Opus 4.5: he was able to talk the model into regurgitating a document which was … 2026-01-23T05:47:02Z {to-file}