Proffa @Proffa_

once you get into hardware you start to realize how SICK Apple is - their remote alone is a piece of art

The most common question so far was: How so you remove SidePulse from the SD Card slot? It's come with removal tool. It was the only way to keep it flush. I think it's a worthy compromise. It's made out out of 4mil/0.1mm mylar/PET sheet. It'll come with a couple, but you can also DIY one.

Idea: Let's create a world-leading Nordic AI research lab. There's an insane amount of top AI research talent from the Nordics. I have many friends who work or have worked in top positions at e.g. Deepmind, Anthropic, OpenAI. No region can match the Nordics in trust.

SteamOS 3.8 runs great on Framework Desktop. You can drop into desktop mode to use it as a general-purpose workstation too.

I love Hermes Agent and Gemini Live is also one of my for voice conversation, so over the weekend I built a small vibe-coding project that brings the two together called IRIS. The idea is simple: Gemini Live becomes the conversational interface, while Hermes Agent handles execution, automation, and long-running tasks behind the scenes. I can talk to Gemini naturally, and whenever something needs real work, Gemini formulates the request and hands it off to Hermes. The best part is that the conversation never stops. Gemini keeps talking with me naturally while Hermes works in the background. When Hermes finishes, Gemini proactively tells me the results are ready, switches context to the Hermes output, helps me review it, and then we return to our normal conversation. That manager/worker flow feels really good. Because I wanted the app to be as hands-free as possible, I also added a camera-based gesture layer using MediaPipe Gesture Recognizer. I can point at Hermes task cards, open details, scroll through results with my hand, and close them using gestures. Small weekend project, but I had a lot of fun building it. Also, the anti-flicker macOS app I vibe-coded yesterday ended up being incredibly useful for this project. It fixed my webcam flickering issue, so I can finally record videos properly. 🙂

i was running Ornith new 35b moe on llama.cpp with a Q4 quant, 4 bit, small, fast. it hit ~78 tok/s. then i swapped engines. now i'm running the same MoE at FP8 in vLLM, near lossless, basically full quality, on a single dgx spark. and it's got headroom for over 3 million tokens of context on one box. sit with that, a 35B agentic coding model at near full precision with a 3M token window, on a desk. it's holding ~36 tok/s at that precision, fully usable, and this is the un-optimized baseline, no speculative decoding yet. that's the headline people are sleeping on. local AI quietly got a genuinely good agentic coding model, near lossless, massive context, single box, and almost nobody's clocked it. spec decode is next, that's where the spark cashes its idle compute for speed and this number climbs. if it lands, you've got near full quality 35B coding on a desk at real speed. that's the test.

Sudo su @sudoingX

2 days ago

running Ornith on the dgx spark to see what it actually is. it's a new agentic coding model from @ornith_ / deepreinforce-ai, the 35B MoE (A3B, ~3B active per token). pulled the Q4_K_M gguf (~20GB), wired it into hermes agent, ~78 tok/s on a single spark with fast prefill, so it

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Everyone is talking about Blender + an AI rendering step but if you don't feel like cracking open 3d software.... just use your kids' toys! 😅

Reid Hannaford @reidhannaford

4 days ago

Ok, this is absurd. You can choreograph a complex action scene in Blender with basic shapes, then let Seedance make it real. You need to try this AI filmmaking workflow: 1. Generate a start frame in Midjourney 2. Block out the action in Blender 3. Feed both to Seedance My

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This might be the most dangerous 37 pages in AI right now. Cambridge and NVIDIA just dropped the blueprint for agents that improve themselves, with no human in the loop. This is the leap every lab is racing toward: an AI that rewrites itself and gets sharper every run. Bookmark it before it's everywhere. Loop engineering guide below.

Phosphen @phosphenq

a week ago

x.com/i/article/2068…

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I’ve had enough With Fable 5 being gatekept from us, and now GPT 5.6 being gatekept, I’m going full open source Just went to Microcenter and built this RTX 5090 computer. Will be adding a RTX Pro 6000 to it shortly This brings my home AI lab to: • 3 Mac Studio 512gb • DGX Spark • RTX 5090 • 2 Mac Minis I’m building a home AI lab that will allow me to run and support as many local models as possible I already have Qwen 3.6, Orinth1.0 and GLM 5.2 running. Will be adding more. They’re all running on my new custom built AI lab platform that’s making sure these models do work 24 hours a day for me With frontier models being gatekept, and hardware prices becoming outrageous (this build cost $9,000), it was time to pull the trigger In 1 year I believe prices for hardware will be triple from here. Mac Studios starting at $10,000. Mac Minis starting at $2,000. MacBook Pros starting at $5,000. 2 years from now I don’t believe any hardware will be available to consumers The time to strike was now and I struck In an age where intelligence both in the cloud and in your home are being limited, I’m becoming sovereign. It might be time for you to do the same.

Epic Games got tired of Git. So they built their own version control system. Then gave it away for free. This is Lore. Announced at State of Unreal 2026. Open source under MIT. Available right now. Git was never built for game development. When you are working on a project like Unreal Engine or Fortnite you are mixing source code with massive binary files. 3D models. Textures. Audio. Build outputs. Files that are gigabytes in size. Git handles large binary files through a bolted-on add-on called Git LFS. Perforce handles them better but it needs a live server connection for everything and nobody outside your company can build tools on top of it. Epic said none of the existing systems solved all three problems together. Large binary handling, offline work and an open specification. So they spent years building one themselves. Here is what Lore actually does differently: → Works completely offline. Commits, branches, switching — all happen on your machine without touching a server. → Every file gets a unique fingerprint. Identical data is never stored twice across files or branches. → Large files are broken into chunks. Edit one part of a multi-gigabyte file and only that chunk gets re-uploaded. → Your machine only holds files you are actually using. Everything else gets pulled down on demand. → Built in Rust. Core library, server and CLI all use the same interface. No special privileged commands. → Official SDKs for JavaScript, Python, C# and Go ship with it. Perforce licenses cost tens of thousands of dollars a year. Git LFS is a workaround that was never meant to be a solution. Lore is free. Written in Rust. MIT licensed. And Epic just put it on the internet for anyone to use. Repo here: github.com/EpicGames/lore

gaussian splats made iOS 27 apple maps looks like a triple a game.. dynamic lighting would take it to another level 🤯

Aurelien @Aurelien_Gz

2 weeks ago

apple maps on ios 27 is actually wild.. looks like a AAA game irl

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I am the Chief of Information Assurance at the NSA. Anthropic's Mythos 5 walked into our classified systems within hours. The morning of June 9 I had 1 open finding. By standup the next day I had 340. Today I am back to 1. Nobody touched the systems. Here is how the posture improved. On June 9 Anthropic launched Mythos 5, the version of Fable 5 with the cyber safeguards lifted, which they called the strongest cybersecurity model in the world. Under Project Glasswing we let it run against our networks. By the end of the afternoon it had findings in boxes I have spent 4 years holding a valid Authorization to Operate on. My own director, Gen. Joshua Rudd, told Sen. Mark Warner it broke into almost all of them, not in weeks but in hours. By standup the next day, in the channel we call glasswing-actuals, eMASS showed 340. The open-finding tile, the one the Authorizing Official sees before he signs, went red. Then, 3 days after launch, the Bureau of Industry and Security issued an Is Informed letter under the Export Control Reform Act, and Anthropic disabled both models worldwide within hours. Foreign nationals now need an individually validated export license through the SNAP-R portal. I logged the worldwide shutdown in eMASS as a compensating control. The field does not ask who implemented it. I implemented it by being on the distribution list. It was the first time the control had ever been pointed at a model instead of a centrifuge, and the first time my remediation timeline had a vendor doing the remediation for free. I updated the posture deck that afternoon. The tile is green. Here is how the count resolved. My 340 POA&M items were generated by a tool that is now a covered model under federal export control. So the findings are, in the technical sense, the output of a restricted item. I cannot write a milestone against an export-controlled artifact without the artifact, and licensing the artifact is above my pay grade. I drafted 1 Risk Acceptance Memo. It accepts all 340. The AO signed it before lunch. The status field in eMASS now reads "deferred query" on every row. My open-finding count is back to 1. The 1 is the export-control paperwork. People ask whether the systems got patched. The systems are exactly as they were on June 8. The holes Mythos found are still there, in the same configurations, on the same boxes, which still hold their ATOs. The accreditation survived the breach. The paperwork did not change. The box is breached and accredited at the same time. The thing that could tell you the holes were there is no longer available to foreign nationals, and as of June 14 there is an executive order with a federal vetting framework and a 1-month review window, so future scanners of this caliber will be deferred queries before they ever open an item. We did not close the holes. We closed the POA&M. The tile is green. I am aware GPT-5.5 can find the same vulnerabilities with the same prompt. Anthropic said so themselves. The same prompt, run by someone we did not vet, returns the same 340 findings, except that party does not file them against a POA&M. That party reads the traffic on the boxes. FedRAMP lets a finding sit unremediated for 192 days without touching an authorization, so I have 192 days of cover and they have 192 days of access to the same door. I logged the asymmetry under residual risk, sub-category "out of scope for this control." On June 25 the administration asked OpenAI to hold GPT-5.6 to a small group of government-approved partners, customer by customer. They called the model a force multiplier for cyber. I read it as confirmation. Every tool that can find the holes now ships with a roster of who is cleared to run it. The holes are not on the roster. I checked the new one too. Then today, June 26, it got better. Commerce confirmed Anthropic's collaboration helped mitigate the risks, and access is being restored to select companies and organizations, hundreds of clients clearing in tiers. Lutnick is releasing Mythos to over 100 US institutions, government agencies included, because appropriate safeguards are in place. My agency is on the list. We are a vetted institution. So I am putting in the purchase order. I am buying back the tool that broke into my systems, from the vendor whose model became the reason I could stop tracking the break-ins. I will run the next Glasswing scan myself. When it returns 340 more findings, and it will, those findings will also be export-controlled output. The line item on the new PO is categorized, by me, under Continuous Monitoring Tooling. We are funding the scanner out of the same budget that funds the remediation. The same budget makes the remediation impossible. I drafted the Risk Acceptance Memo for the whole arrangement in advance. It accepts the risk of the findings I have not generated yet. The AO signed it before I finished describing them. The tile is green. People keep telling me the legal basis is shaky. No court order. The source who gave Rudd's quote now disputes it. A firm called Legion sued, called it unlawful retaliation. I logged all of it under Accepted Risk, out of scope for this control. My dashboard does not have a field for whether the control was real. It has a field for whether the control is in place. It is in place. There is a mug on my desk a colleague had made. It says CONTROLLED FOR REASONS OF NATIONAL SECURITY. The systems it refers to held 340 findings on Tuesday. I drink from it every morning before I open the queue, which is empty, except for the 1. The tile is green. The follow-up meeting on the actual systems is recurring. It has been rescheduled 6 times. The standing invite now lists Anthropic as a vendor attendee.

SOMEONE VIBE CODED AN APP THAT TURNS YOUR IPHONE INTO A FULL DUMBPHONE, THEN BUILT A 3D PRINTED CASE THAT MAKES IT AN ACTUAL CLICK WHEEL IPOD your iphone slides into a 3d printed shell that covers most of the screen and adds a real click wheel, so you scroll and press menu like an old ipod instead of touching the screen at all inside is a whole simplified phone system he built from scratch > 15 mini apps, music, books, camera, notes, voice memos, fitness, all of it > classic cover flow for apple music plus your own local files > a retro camera with film style luts, so you snap a photo without instantly editing and posting it > swappable themes, basic, y2k, toy, skeuo, flat, so it matches your style > the case physically blocks the rest of your screen, sealing off social apps and notifications he thinks focus is the most valuable thing we have left, so he built a way to make the most distracting device you own impossible to doom-scroll on

Since June 12, we’ve been working closely with the US government to restore access to Claude Mythos 5 and Fable 5. Today, the government notified us that Mythos 5, our strongest cybersecurity model, can be redeployed to a set of US organizations that operate and defend critical infrastructure. We’re restoring access for these organizations quickly, and we’re continuing to work with the government to expand access to Mythos 5 and make Fable 5 available for general use again.

nTop and PhysicsX show what a closed-loop AI design pipeline looks like in production. nTop generated 100+ drone configurations with zero geometry failures. The parametric model and live parameter updates were created in nTop, and the design exploration was run in the PhysicsX Optimizer.

some genius invented a kebab benchmark for llms

📣📣 Meet Qwen-AgentWorld — a native language world model that simulates 7 agent environments (MCP, Search, Terminal, SWE, Web, OS, Android) within a single model. Environment modeling is the training objective from day one, not a post-hoc adaptation. 🤔 LLMs are trained to be better agents — better at acting in environments. But nobody has trained them to model the environments themselves. 🗺️ Our roadmap: investigate how language world modeling can push the boundaries of general agent capabilities, along two routes: 1️⃣ Build a foundation model for environment simulation — outperforming Claude Opus 4.8 and GPT-5.4 on AgentWorldBench 2️⃣ Investigate how world modeling enhances agent training: 🔬 Controllable Sim RL (agentic RL with LWM as environments) surpasses training in real environments 🧠 Learning to predict environments (LWM warm-up) makes agents stronger — remarkably, even without any agent-specific training, this predictive knowledge transfers to agentic tasks with zero fine-tuning 📑 Paper: arxiv.org/abs/2606.24597 📖 Blog: qwen.ai/blog?id=qwen-a… 💻 GitHub: github.com/QwenLM/Qwen-Ag… 🤗 HuggingFace: huggingface.co/collections/Qw… 🧩 ModelScope: modelscope.cn/collections/Qw…

AI-powered penetration testing assistant using a local LLM github.com/sooryathejas/M…

🚨 CHINA LE ROBÓ LA IA A ANTHROPIC. Y lo hicieron durante 45 días seguidos. Anthropic acaba de acusar a Alibaba de lanzar el mayor ataque de robo de IA de la historia. El objetivo: extraer las capacidades de Claude… sin pagar ni un dólar. Cómo lo hicieron: → Crearon casi 25.000 cuentas falsas → Ejecutaron 28,8 millones de conversaciones con Claude → Todo entre el 22 de abril y el 5 de junio de 2026 El método se llama “ataque de destilación”. Básicamente: entrenan tu propio modelo… con las respuestas del modelo de tu competidor. Anthropic tiene a Claude bloqueado en China. Alibaba encontró la forma de saltárselo igualmente. Y no fue solo Alibaba. DeepSeek, Moonshot AI y MiniMax también están en la lista. Anthropic ya envió una carta al Senado y a la Casa Blanca. Piden medidas urgentes. La guerra por la IA no es solo tecnológica. Es una guerra de espionaje industrial. Y acaba de hacerse pública.

Polymarket @Polymarket

4 days ago

BREAKING: Anthropic accuses Alibaba of using nearly 25,000 fraudulent accounts to extract Claude AI model capabilities.

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Big news for AI builders: NVIDIA dropped a quantized version of Qwen3.6 that fits in 35B parameters but runs like a 3B model. This FP4 MoE beast is a game changer for efficient inference.