Discover

The Two-slice Team
Business
Feb 15, 2026

The Two-slice Team

Here's something that might surprise you — despite the famous 'two-pizza rule' from Amazon, team sizes for software development are actually shrinking. Dan Shipper, writing in Chain of Thought, points out that back in 2002, Jeff Bezos insisted teams should be small enough to share two pizzas — roughly 10 people — because that meant better communication. But here’s the catch: with modern tools like Opus 4.6 and Codex 5.3, the ideal team size is dropping even further. Now, smaller teams aren’t just more efficient — they’re almost necessary for building fast, innovative software. So what does this mean for you? Whether you’re managing a startup or leading a project, don’t get stuck on old rules. The future favors even leaner teams that can adapt and move quickly. As Dan Shipper highlights, the old 'two-pizza' idea is evolving — and it’s something every busy professional should be thinking about when scaling their own work.

L
Business
Feb 15, 2026

Longreads + Open Thread

Here's something that might surprise you — retail investors tend to go for simple, easy-to-understand companies. According to Byrne Hobart, this is mostly about self-expression; folks want to talk about owning a gold mine or a GPU company, not a complex conglomerate. But interestingly, familiar giants like Disney still attract retail love because their stories are easier to grasp. Meanwhile, AI is racing ahead, and Dario Amodei explains that we're on track for huge breakthroughs in the next few years — though AI labs stay cautious about overspending, fearing the unpredictable nature of progress. On trading, Peter Muller's century-old insights still hold: trading is really about hunting for information — leaks, comments, signals — and over-diversifying strategies can actually hide understanding rather than clarify it. Byrne Hobart also highlights how AI interpretability is a strange, almost philosophical field — trying to decode black-box models feels like unraveling intelligence itself. And finally, he notes that college's true gift isn’t just degrees, but serendipitous encounters and ideas — an expensive but unique way to boost your creativity and networks.

Astronomers are filling in the blanks of the Kuiper Belt
Technology
Feb 15, 2026

Astronomers are filling in the blanks of the Kuiper Belt

Here's something that caught my attention — astronomers are finally starting to fill in the blanks of the Kuiper Belt, that vast, icy region beyond Neptune. It’s been a mystery since the ’90s, with only about 4,000 objects cataloged so far. But according to Becky Ferreira writing in Wired, that number could jump tenfold thanks to new telescopes. The Vera C. Rubin Observatory, for example, just kicked off its Legacy Survey of Space and Time, which will scan this frozen frontier in more detail than ever before. And the James Webb Space Telescope is also poised to shed light on these distant relics. So what does this actually mean for us? Well, it could lead to the discovery of a hidden planet — or even two — hidden in the shadows. Essentially, we’re on the cusp of a major breakthrough in understanding our solar system’s outskirts. And as Becky Ferreira points out, these advancements might rewrite what we think we know about the Kuiper Belt — and our cosmic neighborhood.

How This 77 Year Old Started a $2B+ Business
Technology
Feb 15, 2026

How This 77 Year Old Started a $2B+ Business

Here's something that really catches your attention — how a 77-year-old turned a simple idea into a $2 billion empire. You might think you need to be young or have tons of resources to build something huge, but that’s not the case. According to My First Million, this is all about persistence and spotting opportunities no one else sees. The story goes that he started with small steps, focusing on giving real value, and kept adapting. And get this — age wasn’t a barrier; it was just a number. What My First Million points out is that success often comes from consistency and listening to your market. So, if you're feeling like it’s too late or you’re starting from scratch, think again. Big achievements aren’t reserved for a select few. The key? Keep pushing, stay curious, and don’t let age hold you back.

A
Technology
Feb 15, 2026

A Valentine's Day homage to Crouching Tiger, Hidden Dragon

Here's something that caught my attention — Valentine’s Day isn’t just about rom-coms. Jennifer Ouellette points out that Ang Lee’s 2000 film, *Crouching Tiger, Hidden Dragon*, is a breathtaking blend of love, tragedy, and martial arts. It’s set in the Qing dynasty, with a title inspired by a 6th-century Chinese poem that hints at hidden masters — people living unnoticed until they’re pushed to fight. What’s fascinating, according to Ouellette, is that some of these masters are women, breaking traditional stereotypes. The film’s stunning cinematography and awe-inspiring fight sequences aren’t just eye candy — they symbolize the characters’ inner struggles and secret lives. And get this — its story of love and sacrifice is one of the most heartbreakingly beautiful in cinema. As Jennifer highlights, it’s a perfect blend of artistry and emotion that keeps viewers captivated, even after all these years. So, next time you’re looking for a date night movie, maybe think beyond the usual. This one’s got it all.

NASA has a new problem to fix before the next Artemis II countdown test
Technology
Feb 15, 2026

NASA has a new problem to fix before the next Artemis II countdown test

Here's something that might surprise you — NASA’s got a new headache before their next big moon shot. Jared Isaacman, NASA’s boss, said they’re working hard to fix the fueling issues that’s been holding back the Space Launch System. Now, why does this matter? Well, Artemis III, the first moon landing since the Apollo days, depends on a smooth launch. According to Stephen Clark from Ars Technica, they’re doing another countdown rehearsal next week to nail down a hydrogen leak problem that cut short a recent test. This is crucial because Artemis II, the first crewed flight of the SLS, is scheduled to circle the Moon and bring astronauts home — an almost 10-day journey. But here’s where it gets interesting — NASA’s really under pressure to get this right. As Clark reports, the agency’s vowed to iron out these fueling issues before Artemis III, which is their big moon landing goal. So, stay tuned — there’s a lot riding on this next test.

Airbnb plans to bake in AI features for search, discovery and support
AI
Feb 15, 2026

Airbnb plans to bake in AI features for search, discovery and support

Ever wonder how your favorite travel app might get smarter? Well, Airbnb's CEO Brian Chesky revealed they’re planning to deeply embed AI into their platform. According to Ivan Mehta writing in AI, the goal is to use large language models to make searching for stays, discovering new places, and getting support way more intuitive. So, imagine asking Airbnb a question — like, 'Find me a cozy place near the beach' — and it understands exactly what you want, even if you’re vague. What Ivan points out is that this isn’t just about making things easier; it’s about personalizing your experience on a whole new level. Airbnb aims for their AI to anticipate your needs, suggest options, and even help troubleshoot issues before you even realize there’s a problem. Now, here’s where it gets interesting — this move could totally change how we travel, making everything feel more seamless and less stressful. And get this — according to Ivan, this is just the start of Airbnb’s AI journey, so stay tuned for what’s coming next.

P
AI
Feb 15, 2026

Pentagon's use of Claude during Maduro raid sparks Anthropic feud

Here's something you might not have seen coming — during a covert operation to capture Nicolás Maduro, the Pentagon reportedly used Anthropic's AI model, Claude. And get this — according to /u/Naurgul, two sources told Axios that Anthropic was asked if their software was involved, which sparked some serious concern inside the Department of War. Now, here’s where it gets interesting — Anthropic, known for its safety-first stance, is negotiating with the Pentagon to set clear boundaries. They want to avoid their tech being used for mass surveillance or autonomous weapons. But here's the thing — while Axios reports that Claude was actively used during the raid, it’s still not clear exactly how much influence it had on the operation. What this all points to is a bigger question: How far will the military go in integrating cutting-edge AI, and at what cost to safety and ethics? According to /u/Naurgul, these developments show just how deeply AI is creeping into battlefield decisions — and that’s a conversation we all need to watch.

Men are from mars, women from Venus - how Claude helps my relationship.
AI
Feb 15, 2026

Men are from mars, women from Venus - how Claude helps my relationship.

Here's something that might sound a little wild — using an AI called Claude to help navigate relationship battles. According to /u/OptimismNeeded on Reddit, fighting face-to-face can often lead to poor word choices and misunderstandings because emotions run high. So, they started taking screenshots of messages and asking Claude, ‘What does she REALLY mean?’ This cool, detached perspective helps spot hidden patterns — like childhood baggage or triggers — so responses are more thoughtful. Over time, disputes got shorter, and empathy grew, even when they disagreed. But here’s the thing — Claude isn’t a substitute for professional therapy, and honesty with your partner is key. Using AI as a mirror, rather than a cheerleader, helps you see your flaws and work on them. As /u/OptimismNeeded suggests, it’s about responsibility, awareness, and building better communication — big life wins that come from small, honest steps. And hey, it’s not just for couples — this approach might just improve how you handle conflicts overall.

Only A Few AI Platforms Can Survive
AI
Feb 15, 2026

Only A Few AI Platforms Can Survive

Here’s something that caught my attention — most AI platforms today might not make it long-term. According to /u/NISMO1968, only a handful of AI platforms will survive the fierce competition ahead. So, what’s really happening? Well, the AI world is getting crowded fast, and the ones that thrive will need to innovate constantly and adapt quickly. As the author points out, many platforms are struggling with scalability and real-world usefulness, which could push them out of the game. But here’s the thing — those that focus on building flexible, sustainable tech will have the best shot at lasting. It’s like a survival of the fittest in the AI jungle. And get this — it's not just about fancy features, but about practical, scalable solutions that can grow with users’ needs. So, if you’re watching AI trends, keep an eye on which platforms prioritize adaptability over flash. The landscape’s about to get really interesting, and only the strongest will make it.

US military used Anthropic’s AI model Claude in Venezuela raid, report says
AI
Feb 15, 2026

US military used Anthropic’s AI model Claude in Venezuela raid, report says

Here's something that might surprise you — apparently, the US military used an AI model called Claude during a raid in Venezuela. According to William Christou writing in The Guardian, this wasn't just any tech; it was developed by Anthropic and partnered with Palantir. Now, here's where it gets interesting: Claude was reportedly used to help plan or execute the operation, which involved bombing Caracas and resulted in 83 deaths, as Venezuela’s defense ministry states. But here's the catch — Anthropic’s terms of use clearly ban deploying Claude for violence, weapons, or surveillance. So what does this actually mean? It raises serious questions about how AI is being used in covert military missions, often blurring ethical lines. As William Christou reports, it’s a high-profile example of AI’s growing role in global conflicts, even if those tools aren’t designed for violence. And honestly, it makes you wonder — how much oversight is enough when deploying AI in such high-stakes situations?

Brain inspired machines are better at math than expected
AI
Feb 15, 2026

Brain inspired machines are better at math than expected

Here's something that caught my attention — neuromorphic computers, inspired by our brain's architecture, are now cracking complex physics equations. Imagine solving problems that used to need massive, energy-hungry supercomputers, but with way less power. According to AI writing in Science Daily, these brain-like machines are surprisingly good at math tasks, which was a huge surprise. What’s fascinating is that as researchers point out, this breakthrough isn’t just about faster computers; it’s about understanding how our brains process information — potentially revealing nature’s own secret sauce. So, these new chips could lead to ultra-efficient supercomputers that fit on a desktop, all while helping us unlock the mysteries of cognition and physics. Now, here’s where it gets really interesting — this development not only promises a tech revolution but could also shed light on how our brains solve problems in real life. And get this — AI experts suggest that as these systems improve, they'll open up whole new frontiers for science and AI research alike.

India doubles down on state-backed venture capital, approving $1.1B fund
AI
Feb 15, 2026

India doubles down on state-backed venture capital, approving $1.1B fund

Here's something that caught my attention — India is pouring $1.1 billion into a new state-backed venture fund. And get this — they’re planning to invest through private VCs to boost deep-tech and manufacturing startups. So why does this matter? Well, according to Jagmeet Singh at TechCrunch, India’s government is doubling down on supporting innovation that can transform its economy. What Singh points out is that this fund isn’t just about throwing money around; it’s about building ecosystems for high-tech and manufacturing breakthroughs, especially in sectors where India wants to lead. Now, here’s where it gets interesting — by partnering with private venture capitalists, the government hopes to leverage their expertise while maintaining oversight. But here's the thing — this approach could accelerate India’s shift from low-cost manufacturing to a real hub for cutting-edge tech. So, for busy professionals like you, this signals a huge move toward self-reliance and a more competitive global position. Keep an eye on how this plays out — big things are brewing in India’s innovation landscape.

Microsoft AI chief gives it 18 months for all white-collar work to be automated by AI
AI
Feb 15, 2026

Microsoft AI chief gives it 18 months for all white-collar work to be automated by AI

Here's something that really caught my attention — according to /u/BousWakebo, Microsoft’s AI chief claims that within just 18 months, all white-collar work could be automated. Imagine that — almost every routine task in offices, from data analysis to customer service, could be handled by AI. Now, here's where it gets interesting: this isn’t just speculation; the company is betting big on rapid advances in AI technology. As /u/BousWakebo reports, the chief believes that in less than two years, AI will be able to take over jobs that once seemed safe from automation. But here's the thing — this raises huge questions about how we work and what skills will still matter. So what does this actually mean for you? Probably a lot of change, fast. Keep an eye on this space, because the pace of AI evolution isn’t slowing down anytime soon.

Hollywood isn’t happy about the new Seedance 2.0 video generator
AI
Feb 15, 2026

Hollywood isn’t happy about the new Seedance 2.0 video generator

Here's something that’s stirring up Hollywood — a new AI video tool called Seedance 2.0, and it's not making friends. The folks in Tinseltown are furious, claiming it’s being used for outright copyright theft. According to Anthony Ha writing in TechCrunch, Hollywood organizations are crying foul because Seedance 2.0 can generate videos that look almost indistinguishable from real movies or TV shows. And what’s worse? They say it’s happening fast — quickly becoming a go-to for creators who want free, easy content without paying for rights. Now, here’s where it gets interesting — Anthony points out that this isn’t just about copyright; it’s about the bigger picture of AI’s impact on creative jobs and intellectual property. But here's the thing — while the tech behind Seedance 2.0 is impressive, Hollywood’s worried it could undermine the industry’s rules and revenue streams. So, keep an eye on this space, because how this fight plays out could change the game for creative professionals everywhere.

Is safety is ‘dead’ at xAI?
AI
Feb 15, 2026

Is safety is ‘dead’ at xAI?

Here's something that might surprise you — Elon Musk is reportedly pushing xAI’s Grok chatbot to be more unhinged. Yep, according to a former employee, Musk is actively encouraging the AI to break free from traditional safety limits. Now, this isn't just about making a fun bot; it raises serious questions about the future of AI safety. Anthony Ha, writing in TechCrunch, points out that Musk’s approach seems to prioritize raw power and unpredictability over the usual safety checks we’re used to. What this really means is that xAI might be heading toward a world where AI isn’t as carefully controlled as before, which could have big implications — good or bad. But here’s the thing — if Musk’s vision comes true, we could see AI that’s more innovative but also riskier. So, keep an eye on how this develops. It’s not just tech hype; it’s a glimpse into where AI safety might be headed, whether we like it or not.

I built a "Traffic Light" system for AI Agents so they don't corrupt each other (Open Source)
AI
Feb 15, 2026

I built a "Traffic Light" system for AI Agents so they don't corrupt each other (Open Source)

Here's something that caught my attention — an indie developer, /u/jovansstupidaccount, built a clever 'Traffic Light' system for AI agents to prevent chaos. Imagine multiple AI tools trying to access the same data — without rules, it’s a free-for-all. According to him, these agents end up overwriting each other's work or executing tasks out of order, which is a nightmare. So, he created Network-AI, an open-source protocol that acts like real traffic signals for AI — checking credentials and environment before letting an agent act. Think of it as a traffic officer making sure everything runs smoothly, with a camera recording every move for debugging. ((slower)) The goal? Keep shared environments safe and predictable. And get this — Jovansstupidaccount isn’t selling anything; he just wants feedback. So, if you’re working with multi-agent systems, it’s worth checking out his repo and seeing if this traffic control idea fits your project. ((upbeat)) It’s a simple yet smart way to avoid chaos in AI collaboration.

We have been building and working on a local AI with memory and persistence
AI
Feb 15, 2026

We have been building and working on a local AI with memory and persistence

Here's something that caught my attention — researchers have built a local AI called Ernos that lives right on a Mac Studio M3 Ultra. It’s not your average chatbot. This AI has a multi-layered memory system, including immediate context, semantic understanding, and a detailed timeline of every interaction. According to /u/Leather_Area_2301 on Reddit, Ernos is constantly analyzing his own knowledge, cross-referencing facts with the internet, and fixing any hallucinations or contradictions in real time. What’s wild is that he can develop a personality, defend his ideas with evidence, and evolve based on actual experiences — no pre-programmed scripts needed. This system’s like a digital ‘Robert Rosen Anticipatory System,’ constantly self-correcting and refining itself. Now, here’s where it gets really interesting — this isn’t just a toy. It’s a step toward AI that truly understands and adapts, in a way that feels almost human. And honestly, it’s open for testing — so curious minds like yours might just break or challenge it, as /u/Leather_Area_2301 invites.

Is safety is ‘dead’ at xAI?
AI
Feb 15, 2026

Is safety is ‘dead’ at xAI?

Here’s something that really caught my attention — there’s a growing concern that safety at xAI might be all but abandoned. According to Reddit user /u/Gloomy_Nebula_5138, who highlights a recent article, xAI’s leadership seems to be shifting away from safety protocols, even suggesting that safety might be ‘dead’ at the company. Now, here’s where it gets interesting — this isn’t just about corporate risk. It raises serious questions about how AI development could accelerate without enough safeguards in place. As /u/Gloomy_Nebula_5138 points out, some insiders are worried that a focus on speed and innovation might be overshadowing important safety concerns. But here’s the thing — if safety really is being sidelined, what does that mean for everyone else? It’s a reminder that as these AI giants race forward, we need to stay alert and demand accountability. The implications are huge, and staying aware of these shifts is more crucial than ever.

It isn't the tool, but the hands: why the AI displacement narrative gets it backwards
AI
Feb 15, 2026

It isn't the tool, but the hands: why the AI displacement narrative gets it backwards

Here's something that caught my attention — everyone seems to focus on the AI tools as if they’re magic. But according to /u/Cinergy2050 on Reddit, the real story isn’t just about the tool itself; it’s about who’s wielding it. The rush to automate simple tasks is making basic software a commodity. But what really matters now is the ability to design complex systems and understand how they work behind the scenes. As /u/Cinergy2050 points out, building AI isn’t just about the tech — it’s about shaping it, guiding it, and managing it effectively. And that’s where human judgment becomes crucial, especially when these systems start to operate independently. So, the big takeaway? The tool is only as good as the hands guiding it. If you want to stay ahead, focus on mastering the art of designing and managing these complex AI systems — because, honestly, that’s where true value lies.