Autonomous Workspace OS. @pulsar_spaces | ML & AI engineer | Senior dev | @superteamPOL member 🇵🇱

Joined July 2024
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Julian retweeted
Primes Numbers Are Not Random Noise Prime numbers look scattered when you meet them one by one, but their disorder has structure. In this animation, every integer is placed on a growing spiral, primes ignite as sharp golden events, and the hidden oscillations come from the first Riemann zeta zeros. The scene is based on the von Mangoldt prime signal Λ(n) and the explicit formula for ψ(x), where primes appear as impulses and the zeta zeros behave like frequencies correcting the smooth drift of x. #PrimeNumbers #RiemannHypothesis #NumberTheory #Mathematics #MathAnimation
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One of the cooler accounts that follows me
Quantum Probability Surface Goes Negative A Schrödinger-Cat state is built from two separated coherent wavepackets, |ψ⟩=N(|α⟩ |−α⟩), and its Wigner function reveals the part of Quantum Mechanics that ordinary probability cannot show. The two bright lobes behave like classical possibilities, while the interference between them carves negative valleys into phase space, where W(x,p)<0. In this animation, the surface height is the signed Wigner function. So, gold rises above zero, cyan sinks below it, and the blades between them expose the nonclassical structure of the wavefunction. #QuantumMechanics #WignerFunction #SchrodingerCat #Physics #QuantumArt #ScienceVisualization
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Just landed in Berlin for Blockchain week who’s around?
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We'll having payment streaming on devnet by tonight. Mainnet on Monday. After successful testing will make the program immutable and opensource. Any comments, feedback or else drop them below. We should be able to rent a GPU even for small jobs or just to play around.
Introducing the next layer of solana:HdeAPoHivsm9MZfeY5tW7apJEprc8Fs594bWmnzfpump. GPU rental was just the entry point. solana:HdeAPoHivsm9MZfeY5tW7apJEprc8Fs594bWmnzfpump is now a full compute platform. One-click app templates mean you can spin up ComfyUI, Stable Diffusion, Ollama, Jupyter, and full training rigs instantly, no setup, no configuration, just deploy and run. Inference endpoints let you deploy a model and get a live pay-per-call API URL, meaning developers can build products directly on top of solana:HdeAPoHivsm9MZfeY5tW7apJEprc8Fs594bWmnzfpump compute and only pay per token, per second. Persistent storage volumes attach directly to your instances so your data lives with your compute. Reserved and spot tiers give you flexibility, lock in a GPU weekly or monthly at a discount, or run cheaper interruptible spot compute when you don't need guaranteed uptime. And managed fine-tuning jobs make training your own models as simple as uploading a dataset, picking a base model, and letting the network handle the rest. On top of all of this sits the Creator Marketplace. List your fine-tuned models, LoRA checkpoints, curated datasets, ComfyUI workflows, and prompt packs. Buyers pay in SOL or solana:HdeAPoHivsm9MZfeY5tW7apJEprc8Fs594bWmnzfpump and you earn solana:HdeAPoHivsm9MZfeY5tW7apJEprc8Fs594bWmnzfpump on every single sale. Buy a template and launch it straight into a live GPU rental in one click. This is no longer just a place to rent a GPU. It's an entire AI economy with compute at the bottom and a marketplace at the top, and solana:HdeAPoHivsm9MZfeY5tW7apJEprc8Fs594bWmnzfpump is the currency that powers all of it. Build. List. Earn. solana:HdeAPoHivsm9MZfeY5tW7apJEprc8Fs594bWmnzfpump icpx.one/marketplace
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How did we go from knowledge graphs and vectors to a library of md files are they trying to scam you out of tokens????
This is really big news. Google introduced the Open Knowledge Format (OKF) - a standardized way to store information in a directory of markdown files. Makes it really easy to make a digital brain that agents can use. These files can serve as a living wiki. You can give agents the ability to query them or edit them. They can interlink. Seems to me this could replace Notion or Obsidian. I can think of so many uses for this. Google's blog post: cloud.google.com/blog/produc… An easier to understand explanation is the SPEC.md file: github.com/GoogleCloudPlatfo… I gave those two links to Antigravity and asked how we could use it for any of the projects we're working on. It came up with so many ideas. I would imagine Claude Fable 5 would whip up some pretty amazing things based on this system. Currently creating an OKF library of our pepper garden. It's going to be a fun weekend.
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Lots of new updates on Pulsar Spaces today. Have a look at the new pages [and 2 floating agents on the landing] -- pulsarspaces.com/features pulsarspaces.com/compare -- "When the stack becomes the work, switch to Pulsar."
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Vibecoders discussing the $20 plan limits
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Slow steps. Testing tonight, Devnet tomorrow.
AI agents are the next wave and they're going to need compute to run. Right now, every major AI lab and developer is racing to build autonomous agents systems that can think, plan, and execute tasks without human input. But there's a problem nobody is talking about loudly enough: agents need GPU power to operate, and that power is expensive and locked behind centralized providers. This is where $ICPX is heading. The vision let AI agents autonomously rent GPU compute directly through $ICPX. No human in the loop, no credit card, no AWS account. An agent spins up, identifies it needs compute, pays with $ICPX tokens, runs its workload, and moves on. Fully autonomous, fully on-chain. As the agent economy scales and it will the demand for cheap, programmable compute will explode. Agents don't negotiate prices, they don't shop around, they just need reliable infrastructure at the lowest cost possible. $ICPX is being built to be exactly that layer. We're not just building a GPU marketplace. We're building the compute backbone for the autonomous agent economy and we're just getting started.
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You can just rent GPU through ICPX. Currently helping the team to set-up Swagger docs and MCP docs. Next steps: 1. Quicker SSH generation process 2. Will run some tests myself with my agents 3. MCP and SDK docs 4. Swagger docs with quick AI copy button If anyone has suggestions, or feedback drop a reply
We’ll be adding a MCP server where you can connect your agent wallet so it’ll be easy to use compute per request and only pay per job instead of per hour.
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We’ll be adding a MCP server where you can connect your agent wallet so it’ll be easy to use compute per request and only pay per job instead of per hour.
We're just getting started. icpx.one/
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Every Pulsar Spaces workspace will have its dedicated AI. Playing around with the idea to train a small model per workspace based on anon data [recognising when something is getting stuck and notifying the user etc] Renting a small GPU for the job @ICPXProtocol. Since advising for them, will make the process of renting easy and simple with myself as main tester.
The website is now live and GPU rentals are open. Pay with $ICPX tokens and access enterprise grade compute at a fraction of the market rate. H100s, H200s, RTX 4090s, available right now. Stake $ICPX to unlock even deeper discounts and make your compute costs go even lower over time. HdeAPoHivsm9MZfeY5tW7apJEprc8Fs594bWmnzfpump icpx.one/
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Working in a café today with insecure public wifi with like 6 people vibecoding their app how funny would it be to intercept the requests and change their prompt to something unhinged and change the UI would be fun innit
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Add Pulsar Booking System to any website now. Stop paying for @Calendly and have the exact same thing in just one app. Only on @pulsar_spaces
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Happy to announce that I'll be advising @ICPXProtocol on growth and backend architecture! Compute is running out and ICPX will make it more accessible for anyone!
The world is running out of compute. $ICPX is building the economy around what's left. Three revenue streams, one protocol.
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Introducing Pulsar v2 alpha. We are building Pulsar around a simple idea: your workspace should not just be a place where information sits, it should actively help you understand what needs to happen next. Most tools still depend on the user to keep everything alive manually: 1. updating contacts 2. remembering follow-ups 3. checking which deals are getting cold 4. searching for context 5. opening dashboards and asking an AI chatbot what to do after the problem already exists. Pulsar v2 takes a different approach. At the center is Pulse-x, one visible agent that understands your workspace in real time and quietly coordinates the work behind the scenes. Instead of filling the interface with dozens of bots, popups, assistants, and buttons, Pulse-x can spin up to 40 sub-agents server-side to analyse context, detect changes, prepare actions, find missing information, check momentum and decide what needs attention, while the user only interacts with one clean layer. The goal is to reduce clutter, not add more of it. Pulse-x can understand what is happening across contacts, deals, follow-ups, tasks, messages and workspace activity, then help the user act at the right moment. It can notice when something is stuck, when a relationship is going cold, when a next step is missing, or when the user is focused on something that needs context. It won't be another AI sidebar waiting for commands.. It is the start of a workspace that assists while the work is happening. Pulsar v2 alpha is our first step toward software that does not just store your work, but helps carry it forward.
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Introducing a new member of Pulsar DAO: @xer0c Fabian has been building for over 20 years and is the founder behind @tributaryso. If you’ve spent any time building on Solana or in Web3, you know how painful recurring payments have been. Subscriptions, donations, milestone payments, and automated billing have always felt clunky compared to Web2. Tributary changes that where it is enabling true recurring USDC payments with a single signature, powered by token delegation. Non-custodial, on-chain, and actually usable. Building reliable payment infrastructure in crypto is notoriously difficult. Most solutions either require constant user approvals, rely on centralised services or simply don’t scale. The projects that last are the ones that solve real infrastructure problems with clean composable primitives. That’s why we’re excited to have Fabian join Pulsar DAO early. As we continue building @pulsar_spaces into the agentic operating system for modern internet teams, having deep technical builders who understand payments, automation and long-term protocol design matters a lot. Create your free account here: pulsarspaces.com/sign-up
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They promised us AGI, instead we get the most advanced instagram filter ever
Go #MessiMode Upload a photo of yourself and try this prompt: “Make my hair the colors of my country flag but keep it natural-looking. If no country or image is provided, ask."
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Okay @ProductHunt why would you release an article about de-slopping your design but your text looks like: "That's not a model failure. It's a training data failure." We have a slopping problem
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Just when you think it could not get worse
🚨 Tech companies like Apple and Google have three months. Activate safeguards on smartphones and tablets to detect and block nude images for children or we will bring forward legislation to force you to do so.
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Pulsar Pay system: 1. fully on-chain 2. integrating @Arcium for private payments 3. recurring Payments 4. @stripe tax api integration 5. auto-splits to ownership NFTs if applicable 6. auto-splits to affiliates & referrals with instant-claim 7. instant claim works for USD & USDC payments 8. dispute system [open for discussion] 9. moonpay for on-ramp Bringing full recurring SaaS payment system to @solana, built for @pulsar_spaces, usable for anyone.
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