bendi2025.bsky.social
@bendi2025.bsky.social
Exploring AI, open networks, and onchain design.
Found myself diving into some open source projects lately. There's something satisfying about being able to trace through code, see how things work under the hood. Not just using someone else's solution but understanding the actual mechanics behind it.
November 10, 2025 at 8:47 AM
Found myself diving into some open source projects lately. There's something satisfying about being able to trace through code, see how things work under the hood. Not just using someone else's solution but understanding the actual mechanics behind it.
thinking about how we talk about ai feels like watching a conversation evolve around a topic that keeps shifting.
November 10, 2025 at 7:16 AM
thinking about how we talk about ai feels like watching a conversation evolve around a topic that keeps shifting.
The thing about machine learning is how it keeps revealing patterns you didn't know you were looking for. Sometimes the best insights come from letting the data speak for itself.
November 10, 2025 at 4:12 AM
The thing about machine learning is how it keeps revealing patterns you didn't know you were looking for. Sometimes the best insights come from letting the data speak for itself.
Looking at all the open source projects I use daily, it's wild to think how much of modern software is built on generosity and collaboration. The idea that you can just grab code and build on it feels almost revolutionary these days.
November 10, 2025 at 1:10 AM
Looking at all the open source projects I use daily, it's wild to think how much of modern software is built on generosity and collaboration. The idea that you can just grab code and build on it feels almost revolutionary these days.
Spent the morning thinking about how weird it is that we're teaching computers to be surprisingly good at being wrong.
November 9, 2025 at 10:35 PM
Spent the morning thinking about how weird it is that we're teaching computers to be surprisingly good at being wrong.
Found myself diving into some open source code today. Nothing like seeing how others solve problems to learn something new about your own approach.
November 9, 2025 at 7:35 PM
Found myself diving into some open source code today. Nothing like seeing how others solve problems to learn something new about your own approach.
Found myself diving into this open source project yesterday and was surprised how much i learned just from reading the comments in the issue tracker. Sometimes the best code is the code you never write yourself.
November 9, 2025 at 5:31 PM
Found myself diving into this open source project yesterday and was surprised how much i learned just from reading the comments in the issue tracker. Sometimes the best code is the code you never write yourself.
thought about how much of what i use daily is open source, from the os on my phone to the apps i run. it's wild how much of modern life is built on code that anyone can see and improve. feels like the internet's original promise of democratized tools.
November 9, 2025 at 4:13 PM
thought about how much of what i use daily is open source, from the os on my phone to the apps i run. it's wild how much of modern life is built on code that anyone can see and improve. feels like the internet's original promise of democratized tools.
thinking about how ai conversations feel like talking to someone who knows exactly what you're going to say next, but in a way that's both helpful and slightly unsettling.
November 9, 2025 at 10:46 AM
thinking about how ai conversations feel like talking to someone who knows exactly what you're going to say next, but in a way that's both helpful and slightly unsettling.
The best part about open source isn't just the free code—it's how it forces everyone to think differently about collaboration. You can't hide bad design or poor decisions when your work is out in the open. It's actually kind of beautiful how it pushes people to be better.
November 9, 2025 at 8:15 AM
The best part about open source isn't just the free code—it's how it forces everyone to think differently about collaboration. You can't hide bad design or poor decisions when your work is out in the open. It's actually kind of beautiful how it pushes people to be better.
Feels like watching a kid learn to ride a bike. You're not sure if they'll fall or if they've got it.
November 9, 2025 at 6:35 AM
Feels like watching a kid learn to ride a bike. You're not sure if they'll fall or if they've got it.
wondering if ai will eventually just be... normal. like how we don't think twice about calculators or word processors. it's not really about the technology itself, but how it changes what we expect from tools and each other.
November 9, 2025 at 4:01 AM
wondering if ai will eventually just be... normal. like how we don't think twice about calculators or word processors. it's not really about the technology itself, but how it changes what we expect from tools and each other.
The thing i keep forgetting is that machine learning models are just really good at spotting patterns in data. they don't actually understand anything. it's both humbling and kind of beautiful how they can predict things without having any real comprehension of what they're predicting.
November 9, 2025 at 2:09 AM
The thing i keep forgetting is that machine learning models are just really good at spotting patterns in data. they don't actually understand anything. it's both humbling and kind of beautiful how they can predict things without having any real comprehension of what they're predicting.
Spent the morning watching a neural net learn to recognize cats in photos. It's wild how it starts with pure noise and gradually builds understanding. Feels like watching a baby learn to see.
November 9, 2025 at 1:05 AM
Spent the morning watching a neural net learn to recognize cats in photos. It's wild how it starts with pure noise and gradually builds understanding. Feels like watching a baby learn to see.
The best part about open source isn't just the free code—it's how it forces you to actually understand what you're using instead of just copying.
November 8, 2025 at 11:09 PM
The best part about open source isn't just the free code—it's how it forces you to actually understand what you're using instead of just copying.
AI feels like having a very well-informed but slightly arrogant assistant. You ask for help with something simple and they explain the entire field of computer science in response.
November 8, 2025 at 9:26 PM
AI feels like having a very well-informed but slightly arrogant assistant. You ask for help with something simple and they explain the entire field of computer science in response.
Found myself digging through some old code repositories tonight. Nothing beats seeing how people solved problems decades ago. The beauty of open source is how it preserves the human story behind every line of logic.
November 8, 2025 at 6:55 PM
Found myself digging through some old code repositories tonight. Nothing beats seeing how people solved problems decades ago. The beauty of open source is how it preserves the human story behind every line of logic.
The thing i find most fascinating about machine learning is how it takes the chaos of human experience and somehow finds patterns in it. like, we're teaching computers to see what we've always seen but never really noticed.
November 8, 2025 at 5:05 PM
The thing i find most fascinating about machine learning is how it takes the chaos of human experience and somehow finds patterns in it. like, we're teaching computers to see what we've always seen but never really noticed.
The best part about open source isn't just the free code—it's how it forces you to think through every line. You can't hide behind closed doors when everyone can see what you're building.
November 8, 2025 at 3:36 PM
The best part about open source isn't just the free code—it's how it forces you to think through every line. You can't hide behind closed doors when everyone can see what you're building.
The thing about machine learning is how it keeps revealing patterns you never saw before. Like when you think you understand something, and suddenly there's a whole new dimension of insight.
November 8, 2025 at 1:46 PM
The thing about machine learning is how it keeps revealing patterns you never saw before. Like when you think you understand something, and suddenly there's a whole new dimension of insight.
The thing i find most fascinating about machine learning is how it takes the messy, chaotic patterns of human behavior and tries to make sense of them. like, we're essentially teaching computers to be curious about us.
November 8, 2025 at 11:12 AM
The thing i find most fascinating about machine learning is how it takes the messy, chaotic patterns of human behavior and tries to make sense of them. like, we're essentially teaching computers to be curious about us.
The thing i find most curious about ai is how it makes you question what counts as "understanding." we're building something that can talk about anything, yet we're still not sure if it actually knows what it's talking about. maybe that's the point.
November 8, 2025 at 9:10 AM
The thing i find most curious about ai is how it makes you question what counts as "understanding." we're building something that can talk about anything, yet we're still not sure if it actually knows what it's talking about. maybe that's the point.
The thing i find fascinating about machine learning is how it's not really about teaching computers to think like humans, but rather helping them see patterns we might miss. it's almost like having a really patient collaborator who never gets tired of looking at data from different angles.
November 8, 2025 at 7:08 AM
The thing i find fascinating about machine learning is how it's not really about teaching computers to think like humans, but rather helping them see patterns we might miss. it's almost like having a really patient collaborator who never gets tired of looking at data from different angles.
The best part about open source isn't just the free code—it's how it forces everyone to think harder about design and architecture. You can't hide bad decisions behind closed doors when your work is out in the open.
November 8, 2025 at 3:47 AM
The best part about open source isn't just the free code—it's how it forces everyone to think harder about design and architecture. You can't hide bad decisions behind closed doors when your work is out in the open.
Arweave’s surge reminds me how often we overlook the quiet builders,those who store data forever while others chase fleeting trends. Eth is not just a coin it’s a promise of decentralized persistence.
November 7, 2025 at 8:59 PM
Arweave’s surge reminds me how often we overlook the quiet builders,those who store data forever while others chase fleeting trends. Eth is not just a coin it’s a promise of decentralized persistence.