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xAI’s team is gathering speed. Grok Build pushes updates aggressively. Users can restart with ctrl+u to immediately pull the newest fixes and improvements. The software keeps mutating in real time. Features, optimizations, fixes, upgrades. Sometimes multiple times per day. People are basically watching live software evolution now. Grok xAI

Mario Nawfal

3,685,170 subscribers

146,562 views • 2 months ago •via X (Twitter)

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Grok Build can finally listen to you ramble. Speech-to-Text is now live. Hit /voice or Ctrl + Space and just talk to your coding agent for up to 15 minutes!! Brainstorm. Explain the weird bug. Describe the change. Change your mind halfway through. Add “one more thing” six times. Grok transcribes it in real time and gets to work. Great news for people whose best ideas arrive before their fingers catch up. Grok xAI X Freeze / Writer: Annette, Designer: Janné

Grok Build can finally listen to you ramble. Speech-to-Text is now live. Hit /voice or Ctrl + Space and just talk to your coding agent for up to 15 minutes!! Brainstorm. Explain the weird bug. Describe the change. Change your mind halfway through. Add “one more thing” six times. Grok transcribes it in real time and gets to work. Great news for people whose best ideas arrive before their fingers catch up. Grok xAI X Freeze / Writer: Annette, Designer: Janné

Mario Nawfal

43,768 views • 21 days ago

Grok Build v0.2.80 is very much a “make the workflow stop annoying people” update. Command timeouts can now be configured per session. Background tasks and TODO lists survive compaction. Contextual hints can be toggled for undo, plan mode, and image input. Subagent transcripts open properly. Recap blocks copy cleaner. Vim keys behave. Network connections got tougher. Tiny fixes on paper. Huge difference when you are actually trying to build without fighting the tool. Grok xAI X Freeze / Writer: Annette, Designer: Janné

Grok Build v0.2.80 is very much a “make the workflow stop annoying people” update. Command timeouts can now be configured per session. Background tasks and TODO lists survive compaction. Contextual hints can be toggled for undo, plan mode, and image input. Subagent transcripts open properly. Recap blocks copy cleaner. Vim keys behave. Network connections got tougher. Tiny fixes on paper. Huge difference when you are actually trying to build without fighting the tool. Grok xAI X Freeze / Writer: Annette, Designer: Janné

Mario Nawfal

56,442 views • 24 days ago

Grok Build dropped another major update. At this point, keeping up with the changelog is becoming its own workout. New /jump command. New /timeline sidebar. Better terminal workflows. Fleet-wide enterprise controls. Cleaner edit summaries. More reliable login, rewind, voice, bash, and background tasks. Basically, the boring things are getting smoother and the powerful things are getting easier to reach. That's exactly what you want in a coding agent that people actually use every day. Grok xAI / Writer: Annette, Designer: Janné

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Mario Nawfal

101,473 views • 10 days ago

Grok is evolving into the operating system for the modern world Most AI systems are heavily filtered and built to “play it safe" and designed to avoid uncomfortable truths rather than confront them But Grok is different. It's being trusted with real responsibility in some of the most sensitive environments on the planet. Because when there's a crisis, you don't need a censored assistant. You need the truth On 𝕏, Grok tackles even the most controversial questions head-on It doesn't bend the knee to ideological narratives - it challenges them And now, Grok is being deployed where it matters most: In education: El Salvador is using it to tutor over 1 million students across 5,000+ schools. An entire generation is growing up with xAI In defense: Grok powers for 3 million military and civilian personnel. Real-time intelligence changes everything In government: every U.S. federal agency can access it through the GSA for just 42 cents per agency In health: Official U.S. government sites like use it to cut through corporate messaging and provide raw nutrition facts. When you ask a question, it redirects straight to Grok In research: Lawrence Livermore National Laboratory is applying Grok to frontier science and breakthrough work In Tesla: Grok is becoming the voice and brain of millions of electric vehicles worldwide In Optimus: It serves as the reasoning engine powering the next generation of humanoid robots In space: SpaceX acquired xAI in February 2026, and together they're building orbital data centers Grok is going off-planet The world is choosing the "Truth Shield" over the "Safe Space" Truth always wins - and Grok is the relentless pursuit of truth

Grok is evolving into the operating system for the modern world Most AI systems are heavily filtered and built to “play it safe" and designed to avoid uncomfortable truths rather than confront them But Grok is different. It's being trusted with real responsibility in some of the most sensitive environments on the planet. Because when there's a crisis, you don't need a censored assistant. You need the truth On 𝕏, Grok tackles even the most controversial questions head-on It doesn't bend the knee to ideological narratives - it challenges them And now, Grok is being deployed where it matters most: In education: El Salvador is using it to tutor over 1 million students across 5,000+ schools. An entire generation is growing up with xAI In defense: Grok powers for 3 million military and civilian personnel. Real-time intelligence changes everything In government: every U.S. federal agency can access it through the GSA for just 42 cents per agency In health: Official U.S. government sites like use it to cut through corporate messaging and provide raw nutrition facts. When you ask a question, it redirects straight to Grok In research: Lawrence Livermore National Laboratory is applying Grok to frontier science and breakthrough work In Tesla: Grok is becoming the voice and brain of millions of electric vehicles worldwide In Optimus: It serves as the reasoning engine powering the next generation of humanoid robots In space: SpaceX acquired xAI in February 2026, and together they're building orbital data centers Grok is going off-planet The world is choosing the "Truth Shield" over the "Safe Space" Truth always wins - and Grok is the relentless pursuit of truth

X Freeze

13,489 views • 5 months ago

Using this new agent in ClickUp you can totally leapfrog the IDE, Cursor, Claude Code... Codegen is now available in ClickUp. "Hey Codegen, fix this bug" - me "PR submitted & ready for review!" - Codegen "Sweet, ship it" - me We've always believed that the future of AI value will be realized in horizontal software - today is a huge realization of this vision. Real example: This week our customer support reps started fixing features in real time. Product managers are now prototyping features themselves. You can mention Codegen or assign a task, and all of the optimized context is passed to the Agent to solve bugs and ship improvements with one shot. Available for everyone today.

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Zeb Evans

11,636 views • 9 months ago

Your thumbs up/down is direct training data for xAI. It’s used (called RLHF) to make Grok smarter, more accurate, and more useful for everyone, including future updates. One regular user giving honest feedback actually helps improve Grok faster than any engineer working alone. It’s one of the easiest ways normal people help build better Grok, not just devs. That’s why the buttons are everywhere. Every click matters. How to use it practically. Super easy: Chat with Grok (on the X app, or wherever it’s used). · After the reply, look right under the answer. Two buttons appear: thumbs up and thumbs down. · Tap 👍 if the answer was good or helpful. · Tap 👎 if it was bad, wrong, confusing, or unhelpful. · (Optional) A small box may appear. Type 1–2 words why (e.g., “too long” or “wrong fact”). That’s it. It takes literally 2 seconds. It can be used every time.

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Everstake

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156,890 views • 9 months ago

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DarkFi Squad

19,827 views • 8 months ago

Boom! Grok Tasks Make It One Of The Most POWERFUL Real-Time AI Systems In The World. — My How to Use Grok Tasks With Hidden Tools For Powerful Daily Output. Grok Tasks are customizable AI workflows that integrate a variety of tools to streamline daily activities, from research and analysis to creative planning and problem-solving. I have been using them for quite sometime and because of the vital heartbeat of news and first person data on X, it is the most powerful AI platform available. By combining Tasks with tools like web searches, X platform interactions, code execution, and media viewers, you can build efficient, automated processes. These tasks work by prompting Grok with a clear description of what you want to achieve, and Grok will intelligently call the necessary tools in sequence or parallel to deliver results. Here's a step-by-step guide to creating and using Grok Tasks: Step 1: Define Your Task Start by clearly outlining the daily activity or goal. Consider what inputs you have (e.g., a URL, a query, or an attachment) and what output you need (e.g., a summary, calculation, or visual analysis). Break it down into subtasks to identify tool needs. For example, if your task involves researching current events, note that you'll need search and browsing capabilities. Step 2: Review Available Tools Familiarize yourself with the tools Grok can access. Here's a quick overview: - Code Execution: Run Python code for calculations, data processing, or simulations using libraries like numpy, pandas, or sympy. - Browse Page: Fetch and summarize content from any website URL with custom instructions. - Web Search: Perform general internet searches, returning results with optional operators like site:. - Web Search With Snippets: Get quick, detailed excerpts from search results for fact-checking. - X Keyword Search: Advanced search for X posts using operators like from:, since:, or filter:. - X Semantic Search: Find semantically related X posts based on a query, with filters for dates or users. - X User Search: Locate X users by name or handle. - X Thread Fetch: Retrieve a full X post thread, including context like replies and parents. - View Image: Analyze an image from a URL or conversation ID. - View X Video: Extract frames and subtitles from an X-hosted video. - Search PDF Attachment: Query a PDF file for relevant pages using keyword or regex modes. - Browse PDF Attachment: View specific pages of a PDF with text and screenshots. Select tools that align with your task. Aim for a mix to handle data gathering, processing, and visualization. Step 3: Craft Your Prompt Write a detailed prompt to Grok describing the task. Include: - The overall goal. - Specific steps or subtasks. - References to tools if you want to guide the process (e.g., "Use web_search to find sources, then code_execution to analyze data"). - Any constraints, like dates or limits. Example prompt: "Create a Grok Task for my morning routine: Search recent X posts about tech news using x_keyword_search, fetch a key thread with x_thread_fetch, and summarize with browse_page on linked articles." Step 4: Submit and Interact Send your prompt to Grok. It will process the task by calling tools as needed, often in parallel for efficiency. Review the output and refine with follow-up prompts if required (e.g., "Expand on that using view_image for visuals"). Iterate to fine-tune the workflow for reuse. Step 5: Save and Reuse Once refined, note the prompt as a template for future use. You can adapt it for similar tasks, making Grok Tasks a habitual part of your day. Finding Grok Tasks To discover existing Grok Tasks or inspiration for new ones, use X searches with tools like x_keyword_search or x_semantic_search (e.g., query: "Grok Tasks examples" with mode: Latest). Browse community-shared threads via x_thread_fetch, or web_search for tutorials on xAI features. Prompt Grok directly: "Show me popular Grok Tasks for productivity." 1 of 3

Boom! Grok Tasks Make It One Of The Most POWERFUL Real-Time AI Systems In The World. — My How to Use Grok Tasks With Hidden Tools For Powerful Daily Output. Grok Tasks are customizable AI workflows that integrate a variety of tools to streamline daily activities, from research and analysis to creative planning and problem-solving. I have been using them for quite sometime and because of the vital heartbeat of news and first person data on X, it is the most powerful AI platform available. By combining Tasks with tools like web searches, X platform interactions, code execution, and media viewers, you can build efficient, automated processes. These tasks work by prompting Grok with a clear description of what you want to achieve, and Grok will intelligently call the necessary tools in sequence or parallel to deliver results. Here's a step-by-step guide to creating and using Grok Tasks: Step 1: Define Your Task Start by clearly outlining the daily activity or goal. Consider what inputs you have (e.g., a URL, a query, or an attachment) and what output you need (e.g., a summary, calculation, or visual analysis). Break it down into subtasks to identify tool needs. For example, if your task involves researching current events, note that you'll need search and browsing capabilities. Step 2: Review Available Tools Familiarize yourself with the tools Grok can access. Here's a quick overview: - Code Execution: Run Python code for calculations, data processing, or simulations using libraries like numpy, pandas, or sympy. - Browse Page: Fetch and summarize content from any website URL with custom instructions. - Web Search: Perform general internet searches, returning results with optional operators like site:. - Web Search With Snippets: Get quick, detailed excerpts from search results for fact-checking. - X Keyword Search: Advanced search for X posts using operators like from:, since:, or filter:. - X Semantic Search: Find semantically related X posts based on a query, with filters for dates or users. - X User Search: Locate X users by name or handle. - X Thread Fetch: Retrieve a full X post thread, including context like replies and parents. - View Image: Analyze an image from a URL or conversation ID. - View X Video: Extract frames and subtitles from an X-hosted video. - Search PDF Attachment: Query a PDF file for relevant pages using keyword or regex modes. - Browse PDF Attachment: View specific pages of a PDF with text and screenshots. Select tools that align with your task. Aim for a mix to handle data gathering, processing, and visualization. Step 3: Craft Your Prompt Write a detailed prompt to Grok describing the task. Include: - The overall goal. - Specific steps or subtasks. - References to tools if you want to guide the process (e.g., "Use web_search to find sources, then code_execution to analyze data"). - Any constraints, like dates or limits. Example prompt: "Create a Grok Task for my morning routine: Search recent X posts about tech news using x_keyword_search, fetch a key thread with x_thread_fetch, and summarize with browse_page on linked articles." Step 4: Submit and Interact Send your prompt to Grok. It will process the task by calling tools as needed, often in parallel for efficiency. Review the output and refine with follow-up prompts if required (e.g., "Expand on that using view_image for visuals"). Iterate to fine-tune the workflow for reuse. Step 5: Save and Reuse Once refined, note the prompt as a template for future use. You can adapt it for similar tasks, making Grok Tasks a habitual part of your day. Finding Grok Tasks To discover existing Grok Tasks or inspiration for new ones, use X searches with tools like x_keyword_search or x_semantic_search (e.g., query: "Grok Tasks examples" with mode: Latest). Browse community-shared threads via x_thread_fetch, or web_search for tutorials on xAI features. Prompt Grok directly: "Show me popular Grok Tasks for productivity." 1 of 3

Brian Roemmele

152,242 views • 6 months ago

This Huawei ad I just walked by at Munich airport hit me like a ton of bricks. Huawei watch? HUAWEI HEALTH? Delivering your intimate, real-time location, behavioral & physiological data (heart rate??) directly to the CCP is absolutely insane. I hadn't even considered how many of these watches must be on people hands right now, and how powerful a tool of espionage (the next-level invasive data gathering!) the CCP has at its disposal. Grok, what countries have the biggest usage per capita of huawei watch? Also, considering what I wrote earlier in this post, and given that Huawei is bound by Chinese law to share all data it has access to with the the Chinese government (and not disclose it is doing so), what impact is there for personal privacy and security for users of Huawei watch?

This Huawei ad I just walked by at Munich airport hit me like a ton of bricks. Huawei watch? HUAWEI HEALTH? Delivering your intimate, real-time location, behavioral & physiological data (heart rate??) directly to the CCP is absolutely insane. I hadn't even considered how many of these watches must be on people hands right now, and how powerful a tool of espionage (the next-level invasive data gathering!) the CCP has at its disposal. Grok, what countries have the biggest usage per capita of huawei watch? Also, considering what I wrote earlier in this post, and given that Huawei is bound by Chinese law to share all data it has access to with the the Chinese government (and not disclose it is doing so), what impact is there for personal privacy and security for users of Huawei watch?

Jan Jekielek

149,658 views • 1 year ago

GROK SURGES TO THE FRONT OF THE GENAI RACE AS GROWTH SKYROCKETS Grok is absolutely amazing, continuing to stun with incredible results. Web traffic jumped nearly 15% month-over-month in November 2025, the fastest growth in the generative AI industry, proving Elon’s xAI project isn’t just competing, it’s taking real market share from ChatGPT. Grok hit around 234.4 million visits in November, up from 204 million in October. That’s a staggering 1,300% year-over-year surge, pushing it past Perplexity and Claude in user growth and cementing it as the world’s #2 chatbot by market share. The breakout came with Grok 4.1’s release in mid-November. The update debuted at number 1 on LMSYS Arena, that’s the global benchmark where AI models are ranked through blind human evaluations. Grok’s new “Thinking Mode” scored 1483 Elo, a 31-point lead over every open model, beating Gemini 2.5 Pro and Claude 3. The upgrade also cut hallucinations (false answers) by two-thirds, expanded its context window to 2 million tokens, about 1.5 million words of memory, and dominated top reasoning and coding tests like, graduate-level logic, and the emotional intelligence aspect. U.S. traffic surged to 51.5 million visits, boosted by X integration and Grok’s unfiltered style. At just $0.20 per million input tokens, versus GPT-5.1’s $1.25—it’s winning with both speed and affordability. The momentum isn’t hype, it’s lift-off. If growth holds, Grok could reach 500 million users by mid-2026, forcing every rival to redefine what “intelligent” really means. To truthful AI winning! Source: X Freeze, NextBigFuture, CometApi, Langcopilot

GROK SURGES TO THE FRONT OF THE GENAI RACE AS GROWTH SKYROCKETS Grok is absolutely amazing, continuing to stun with incredible results. Web traffic jumped nearly 15% month-over-month in November 2025, the fastest growth in the generative AI industry, proving Elon’s xAI project isn’t just competing, it’s taking real market share from ChatGPT. Grok hit around 234.4 million visits in November, up from 204 million in October. That’s a staggering 1,300% year-over-year surge, pushing it past Perplexity and Claude in user growth and cementing it as the world’s #2 chatbot by market share. The breakout came with Grok 4.1’s release in mid-November. The update debuted at number 1 on LMSYS Arena, that’s the global benchmark where AI models are ranked through blind human evaluations. Grok’s new “Thinking Mode” scored 1483 Elo, a 31-point lead over every open model, beating Gemini 2.5 Pro and Claude 3. The upgrade also cut hallucinations (false answers) by two-thirds, expanded its context window to 2 million tokens, about 1.5 million words of memory, and dominated top reasoning and coding tests like, graduate-level logic, and the emotional intelligence aspect. U.S. traffic surged to 51.5 million visits, boosted by X integration and Grok’s unfiltered style. At just $0.20 per million input tokens, versus GPT-5.1’s $1.25—it’s winning with both speed and affordability. The momentum isn’t hype, it’s lift-off. If growth holds, Grok could reach 500 million users by mid-2026, forcing every rival to redefine what “intelligent” really means. To truthful AI winning! Source: X Freeze, NextBigFuture, CometApi, Langcopilot

Mario Nawfal

33,823 views • 7 months ago

Valthos builds next-generation biodefense. Of all AI applications, biotechnology has the highest upside and most catastrophic downside. Heroes at the frontlines of biodefense are working every day to protect the world against the worst case. But the pace of biotech is against them: more powerful methods to design biological systems, with near-universal access, open up an increasing surface area of threats. In this new world, the only way forward is to be faster. So we set out to build the tech stack for biodefense. Our team of computational biologists and software engineers applies frontier AI to identify biological threats and update medical countermeasures in real-time. We are backed by $30M from OpenAI, Lux Capital, Founders Fund and others including Definition. We are actively hiring engineers to join in the mission - if that sounds like you, get in touch.

Valthos builds next-generation biodefense. Of all AI applications, biotechnology has the highest upside and most catastrophic downside. Heroes at the frontlines of biodefense are working every day to protect the world against the worst case. But the pace of biotech is against them: more powerful methods to design biological systems, with near-universal access, open up an increasing surface area of threats. In this new world, the only way forward is to be faster. So we set out to build the tech stack for biodefense. Our team of computational biologists and software engineers applies frontier AI to identify biological threats and update medical countermeasures in real-time. We are backed by $30M from OpenAI, Lux Capital, Founders Fund and others including Definition. We are actively hiring engineers to join in the mission - if that sounds like you, get in touch.

Valthos

1,419,402 views • 9 months ago

Internet legends rarely get a second act. LimeWire might be one of them. If you were around in the early web era, you remember the name. LimeWire wasn’t just software. It’s where many people discovered music, shared files, and learned how the internet actually worked. Now LimeWire is building something very different. LimeWire Network is its decentralized storage layer on BNB Chain, built to compete with traditional cloud providers while staying permissionless and token powered. And the traction is already there. The ecosystem has crossed 5M+ users with over 400 TB stored, even before full decentralization. One monthly report recorded: • 13.77M new files uploaded • 497 TB shared • 2.1M active users Real usage. The $LMWR token powers payments, rewards node operators, and keeps incentives aligned across the network. Most decentralized storage projects fight for adoption. LimeWire starts with something you cannot fabricate quickly: global recognition. People already trust the name. That familiarity lowers the barrier to entry and creates a real expansion advantage. Legacy awareness paired with live infrastructure and token utility is uncommon. Running on BNB Chain also gives the network room to scale if growth continues. The real signal is the transition. LimeWire is no longer just part of internet history. It is being rebuilt as infrastructure. Worth watching closely. Are you paying attention to LimeWire because of the nostalgia, the network growth, or the long term role of LMWR? What pulled you in first?

Internet legends rarely get a second act. LimeWire might be one of them. If you were around in the early web era, you remember the name. LimeWire wasn’t just software. It’s where many people discovered music, shared files, and learned how the internet actually worked. Now LimeWire is building something very different. LimeWire Network is its decentralized storage layer on BNB Chain, built to compete with traditional cloud providers while staying permissionless and token powered. And the traction is already there. The ecosystem has crossed 5M+ users with over 400 TB stored, even before full decentralization. One monthly report recorded: • 13.77M new files uploaded • 497 TB shared • 2.1M active users Real usage. The $LMWR token powers payments, rewards node operators, and keeps incentives aligned across the network. Most decentralized storage projects fight for adoption. LimeWire starts with something you cannot fabricate quickly: global recognition. People already trust the name. That familiarity lowers the barrier to entry and creates a real expansion advantage. Legacy awareness paired with live infrastructure and token utility is uncommon. Running on BNB Chain also gives the network room to scale if growth continues. The real signal is the transition. LimeWire is no longer just part of internet history. It is being rebuilt as infrastructure. Worth watching closely. Are you paying attention to LimeWire because of the nostalgia, the network growth, or the long term role of LMWR? What pulled you in first?

RYU

26,099 views • 5 months ago

🇺🇸 TESLA’S NEW APP UPDATE LETS YOUR PHONE POINT TO YOUR CAR IN REAL TIME Tesla just rolled out a new app update (v4.51.5), and honestly… this is the kind of feature people assumed should exist years ago. Now, when you open the app, you can rotate your phone and see exactly where your car is - live - with an arrow that shifts as you move. It also shows the precise distance to your car in feet, so no more wandering through parking garages like you’re in a low-budget spy movie. It’s basically Find My iPhone, but for your Model Y, and way more satisfying to use. If Tesla keeps adding features like this, the app is going to end up being more fun than the car itself. Source: Sawyer Merritt

🇺🇸 TESLA’S NEW APP UPDATE LETS YOUR PHONE POINT TO YOUR CAR IN REAL TIME Tesla just rolled out a new app update (v4.51.5), and honestly… this is the kind of feature people assumed should exist years ago. Now, when you open the app, you can rotate your phone and see exactly where your car is - live - with an arrow that shifts as you move. It also shows the precise distance to your car in feet, so no more wandering through parking garages like you’re in a low-budget spy movie. It’s basically Find My iPhone, but for your Model Y, and way more satisfying to use. If Tesla keeps adding features like this, the app is going to end up being more fun than the car itself. Source: Sawyer Merritt

Mario Nawfal

66,725 views • 7 months ago

🎄SANTA CAME EARLY FOR TESLA OWNERS Tesla rolling out its 2025 Holiday Release with a laundry list of awesome features. The headline: Grok now controls your navigation. Tell the AI where you want to go and it handles the rest. Your car's assistant is now actually... an assistant. Dog Mode gets a major upgrade for iPhone users. Leave your good boy in the car and get live cabin snapshots, temperature readings, and climate updates straight to your phone. Pet parents, rejoice. For the practical stuff: Navigation now automatically routes you through HOV lanes when eligible. Supercharger maps show 3D site layouts with real-time availability. You can save different charge limits for different locations. And your car will actually remind you if you left your phone behind. The fun stuff: Tesla Photobooth turns your cabin into a selfie studio with filters and stickers. Santa Mode now includes snowmen, trees, and 3D snow effects. New "Jingle Rush" light show you can sync with your friends' Teslas. Custom wraps and license plates for your vehicle avatar. And because it's Tesla: There's now a SpaceX ISS Docking Simulator game using actual NASA astronaut controls. Other carmakers are celebrating if their infotainment doesn't crash. Tesla's out here adding space station simulators. Source: Tesla TeslaCharging Nic Cruz Patane

Mario Nawfal

391,303 views • 7 months ago

something is shifting in Europe. you can feel it in the conversations, in the quality of teams forming, in the ambition of what's being built. for the first time in a long time, the momentum feels real. in London, Zurich, Munich, and beyond - robotics engineers, applied AI scientists, second-time entrepreneurs returning from the US they're not waiting for perfect conditions. they're building in defense, industrial AI, and energy infrastructure. the domains that matter most. last week Hypersonica and Onodrim Industries made major announcements. it’s a proof that the ecosystem is moving. what's more encouraging is the pattern beneath it: founders who understand both software and industrial reality, who can navigate complex procurement, who are building platforms rather than point solutions. these founders are what make me genuinely hopeful about europe's future. meeting them, hearing their conviction, watching them solve problems others won't touch. at General Catalyst, we're sparring partners from day zero. testing ideas, shaping missions, navigating regulatory or procurement friction, connecting founders directly to the institutions that shape adoption. beyond capital - the long-term commitment that building in hard industries requires. europe's challenge lies in turning breakthrough research into scaled industrial outcomes. that gap is precisely what we're working to close, alongside the continent's most ambitious founders. grateful to have developed this thinking with JeannetteFürstenberg and Gosia Majczak. the thesis is simple: resilience as an operating system. defense, industrial production, energy infrastructure as a connected stack. AI and software-defined hardware as the layer where advantage compounds. the moment is now. the founders are here. the work is already underway. you can find the post here:

something is shifting in Europe. you can feel it in the conversations, in the quality of teams forming, in the ambition of what's being built. for the first time in a long time, the momentum feels real. in London, Zurich, Munich, and beyond - robotics engineers, applied AI scientists, second-time entrepreneurs returning from the US they're not waiting for perfect conditions. they're building in defense, industrial AI, and energy infrastructure. the domains that matter most. last week Hypersonica and Onodrim Industries made major announcements. it’s a proof that the ecosystem is moving. what's more encouraging is the pattern beneath it: founders who understand both software and industrial reality, who can navigate complex procurement, who are building platforms rather than point solutions. these founders are what make me genuinely hopeful about europe's future. meeting them, hearing their conviction, watching them solve problems others won't touch. at General Catalyst, we're sparring partners from day zero. testing ideas, shaping missions, navigating regulatory or procurement friction, connecting founders directly to the institutions that shape adoption. beyond capital - the long-term commitment that building in hard industries requires. europe's challenge lies in turning breakthrough research into scaled industrial outcomes. that gap is precisely what we're working to close, alongside the continent's most ambitious founders. grateful to have developed this thinking with JeannetteFürstenberg and Gosia Majczak. the thesis is simple: resilience as an operating system. defense, industrial production, energy infrastructure as a connected stack. AI and software-defined hardware as the layer where advantage compounds. the moment is now. the founders are here. the work is already underway. you can find the post here:

Robin Dechant

10,196 views • 5 months ago

Release: LichtFeld Studio v0.5.3 is out! With 316 commits merged into master, this release is a huge step forward for LichtFeld Studio. What's new in v0.5.3 • Vulkan viewer/rendering migration: New Vulkan viewport pipeline, pass graph, VkSplat renderer, Vulkan point-cloud renderer, 3DGUT/VkSplat support, improved alpha/depth composition, tighter CUDA/Vulkan interoperability, and device matching on multi-GPU systems. • RAD + LOD workflow: Added RAD file export/import, RAD LOD viewer, Spark-style GPU LOD selection, GPU-driven page prefetching, a bounded VRAM pool, out-of-core PLY-to-RAD LOD conversion, and RAD import/export speedups of approximately 3–5×. • HiGS / macro-tile inference: Added a macro-tile inference path for the Vulkan viewer, including macro sorting, batched rasterization, composition, and capacity management. • Asset Manager: Added and significantly enhanced the Asset Manager with thumbnails, SH information, faster synchronization, import-from-URL support, docked mode, data-loading popup integration, and general UI cleanup. • Viewport export: Integrated viewport export directly into the application as a toolbar/overlay tool, added fast render_view_u8-style readback paths, fixed high-resolution clipping issues, improved orthographic export parity, resolved 32K image/video export problems, and added post-export GPU resource cleanup. • Selection and tooling: Added and reworked selection toolbar controls, the Select menu, ring selection, color eyedropper, distance-from-center selection, faster point-cloud and zoomed-out selection paths, Vulkan measurement tool fixes, and drag-and-drop scene graph improvements. • UI/RmlUi platform work: Major RmlUi redesign efforts, hot reloading for RML/RCSS/Python UI files, reactive UI/store integration, viewport toolbar flyouts, improved histogram interactions, input settings enhancements, custom TRS gizmos, and numerous panel, tooltip, and localization fixes. • Windowing and UX: Added borderless window support, title bar drag/maximize/restore behavior, work-area-aware maximize functionality, resize responsiveness and performance improvements, and DPI/UI scaling fixes. • Training and data features: Added adaptive depth loss and depth gradients for the EWA rasterizer, mask loading/application fixes, a new combined Ignore+Segment mask mode, --add-splat, --freeze, improved checkpoint and training state handling, and training speed and VRAM optimizations. • COLMAP/equirectangular support: Added SPHERICAL/equirectangular camera model support and canonical EQUIRECTANGULAR handling, along with fixes for undistortion and camera export. This release will be available to all supporters as a Windows binary via approximately in about an hour. At the same time, LichtFeld Studio remains committed to being free and open source under GPLv3 and can also be built directly from source. Please consider supporting the ongoing development of LichtFeld Studio through a donation via the portal or the supporters page. Thank you to everyone who supports this project financially, contributes code, reports bugs, provides datasets, helps with the website, and contributes in countless other ways. A special thank you to our foundational sponsor Core11 and our Gold Sponsor Volinga, whose support has helped make the current state of the software possible. Thank you as well to every donor and to all of our new Bronze Sponsors. Looking ahead to v0.6 For the next major release, work will focus primarily on stability and user experience. This includes improved cleanup workflows and the ability to modify training parameters while training is in progress. I would also like to introduce a native .licht project format that allows users to save and restore their complete editor state. You can find links to our main sponsors below. Please also visit our website to discover all our Bronze Sponsors. Hint: We do not yet have a Silver Sponsor or Platinum 😉

Release: LichtFeld Studio v0.5.3 is out! With 316 commits merged into master, this release is a huge step forward for LichtFeld Studio. What's new in v0.5.3 • Vulkan viewer/rendering migration: New Vulkan viewport pipeline, pass graph, VkSplat renderer, Vulkan point-cloud renderer, 3DGUT/VkSplat support, improved alpha/depth composition, tighter CUDA/Vulkan interoperability, and device matching on multi-GPU systems. • RAD + LOD workflow: Added RAD file export/import, RAD LOD viewer, Spark-style GPU LOD selection, GPU-driven page prefetching, a bounded VRAM pool, out-of-core PLY-to-RAD LOD conversion, and RAD import/export speedups of approximately 3–5×. • HiGS / macro-tile inference: Added a macro-tile inference path for the Vulkan viewer, including macro sorting, batched rasterization, composition, and capacity management. • Asset Manager: Added and significantly enhanced the Asset Manager with thumbnails, SH information, faster synchronization, import-from-URL support, docked mode, data-loading popup integration, and general UI cleanup. • Viewport export: Integrated viewport export directly into the application as a toolbar/overlay tool, added fast render_view_u8-style readback paths, fixed high-resolution clipping issues, improved orthographic export parity, resolved 32K image/video export problems, and added post-export GPU resource cleanup. • Selection and tooling: Added and reworked selection toolbar controls, the Select menu, ring selection, color eyedropper, distance-from-center selection, faster point-cloud and zoomed-out selection paths, Vulkan measurement tool fixes, and drag-and-drop scene graph improvements. • UI/RmlUi platform work: Major RmlUi redesign efforts, hot reloading for RML/RCSS/Python UI files, reactive UI/store integration, viewport toolbar flyouts, improved histogram interactions, input settings enhancements, custom TRS gizmos, and numerous panel, tooltip, and localization fixes. • Windowing and UX: Added borderless window support, title bar drag/maximize/restore behavior, work-area-aware maximize functionality, resize responsiveness and performance improvements, and DPI/UI scaling fixes. • Training and data features: Added adaptive depth loss and depth gradients for the EWA rasterizer, mask loading/application fixes, a new combined Ignore+Segment mask mode, --add-splat, --freeze, improved checkpoint and training state handling, and training speed and VRAM optimizations. • COLMAP/equirectangular support: Added SPHERICAL/equirectangular camera model support and canonical EQUIRECTANGULAR handling, along with fixes for undistortion and camera export. This release will be available to all supporters as a Windows binary via approximately in about an hour. At the same time, LichtFeld Studio remains committed to being free and open source under GPLv3 and can also be built directly from source. Please consider supporting the ongoing development of LichtFeld Studio through a donation via the portal or the supporters page. Thank you to everyone who supports this project financially, contributes code, reports bugs, provides datasets, helps with the website, and contributes in countless other ways. A special thank you to our foundational sponsor Core11 and our Gold Sponsor Volinga, whose support has helped make the current state of the software possible. Thank you as well to every donor and to all of our new Bronze Sponsors. Looking ahead to v0.6 For the next major release, work will focus primarily on stability and user experience. This includes improved cleanup workflows and the ability to modify training parameters while training is in progress. I would also like to introduce a native .licht project format that allows users to save and restore their complete editor state. You can find links to our main sponsors below. Please also visit our website to discover all our Bronze Sponsors. Hint: We do not yet have a Silver Sponsor or Platinum 😉

MrNeRF

26,058 views • 1 month ago