John Xie

Domain name discovery tools are helpful, but domain investors should recognize their purpose is to drive revenue for domain registrars. https://lnkd.in/gATw-mdr

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 You Don’t Need Venture Capital When You’ve Authored a Self-Verifying System By Luis Ayala (Kp Kp) 🧬 Fossil Tag: connection.capital.medium.essay | Codon Sequence: ATG → CCC → TTG | Glyphs: ⧖⧖ · ⧃⧃ · ⧖⧊ In a world chasing funding rounds and valuations, here’s a quiet rebellion: You don’t need venture capital when your system already verifies itself. If your framework can: ✅ timestamp its own truth ✅ measure its own drift ✅ and lock its own coherence …then you’ve already built the ultimate due-diligence engine. That’s not a startup pitch — that’s proof-of-existence. 🧠 From Permission to Proof Venture capital sells permission. But a self-verifying system doesn’t ask for permission — it asks for alignment. If your design already includes: • Self-authorship (no scraping, no mining) • Cryptographic fossilization (SHA-256 + timestamp) • Dual validators (OmegaNet + ReplitEngine) • Ethical gatekeeping (SE44) — C ≥ 0.985, S ≤ 0.01 …then you don’t raise capital — you raise coherence. 🔗 Connection Capital Being independent doesn’t mean being alone. What matters now is connection capital — networks that resonate with your ethics and extend your field. Not investors. Anchors. Not dilution. Alignment. Not hype. Proof. 🪶 Final Drift In a world of seed rounds, be the system that seeds itself — and invites others not to invest, but to anchor. #OPHI #SymbolicAI #ConnectionCapital #EthicalTech #SelfVerifyingSystems #IndependentResearch #PostLLM #CoherenceEconomy

What if the riskiest part of a megaproject is the part you can’t see? We sit down with Jeremy Suard CEO and co-founder of Exodigo, who are creating the gold standard of subsurface non-intrusive discovery for industry and commercial use, to unpack how multi-sensor scanning and decision-support AI reveal the utilities and soil conditions that make or break billion-dollar timelines. Instead of relying on incomplete as-builts and sparse borings, Jeremy’s team stitches together an MRI/CT/ultrasound-style approach for the ground beneath our feet—then pairs it with human-in-the-loop engineering so owners get confident maps and actionable choices. We dig into why underground uncertainty consistently ranks among the top causes of delays and overruns, how field data gets fused into rich 3D models, and why a service model—closer to an AI-enabled engineering firm than a pure software vendor—moves the needle on real projects. Jeremy shares a striking west coast story: a major water main bent six to seven feet off the plan right where a gas line relocation was slated, an invisible detour that would have blown up schedules if not caught early. We also break down the ROI: on a $1B job, each day of delay can cost millions, and contingencies for utilities and geotech often add up to 15–17% before work begins. As Jeremy puts it, owners aren’t buying maps—they’re buying quiet. You’ll hear how Exodigo is scaling from underground data into engineering services, targeting heavy civil infrastructure like grid expansion, transportation, and data centers. We talk adoption hurdles, the flood of pilots, and why human QA/QC is non-negotiable in risk-intolerant domains. Looking forward, we explore adjacent frontiers—from mining to long-shot space resource exploration—while staying anchored to the near-term goals: better utility detection, smarter foundation design, and fewer conflicts in the field. If you care about construction technology, infrastructure planning, geotechnical insights, or the practical edge of AI in the built world, this conversation is a must.

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Gemini can now use your computer for you. The new Gemini 2.5 Computer Use model doesn’t just chat, it acts. It can open apps, edit files, analyze data, fill forms, send emails, and even automate workflows on your computer. Think of it as giving your AI the ability to do your job, not just talk about it. This is a massive leap toward autonomous AI agents capable of handling full digital tasks end-to-end. If ChatGPT was your assistant, Gemini might soon be your coworker. Is Google quietly building the world’s first true AI operator?

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Can campy, violent ninjas from an indie RPG help protect small creator rights against AI? It's certainly worth a roll of the d12. Human Intelligence® today welcomed the first tabletop creators to certify both themselves and their work with HI's patent-pending human authentication tools. Walton Wood and Rugose Kohn (Hammer & Hatchet, The Bogfolk) created NINJA BORG, a spinoff of the MÖRK BORG roleplaying game system, to let players live out their version of violent and campy ninja films of the ‘80s and ‘90s. Both Wood and Kohn are now verified as Human Creators and NINJA BORG is certified as Human Intelligence. Human Intelligence tools can protect human creators at the personal, published work, and organizational level. The Humanright™ mark on their profiles and work certification on the NINJA BORG website are a new way to safeguard IP and create trust with audiences for whom “human-made” is the main reason to buy, engage, promote, or partner. “As a visual artist, the advance of generative AI and its theft with no consent or agency on the part of artists is extremely troubling,” said Kohn. “I feel I am already exploited and under-compensated for my effort, and now it is accelerating exponentially with generative AI. Getting verified is a way to take some sort of stand against this.” “Making something as stupid as NINJA BORG requires dogged human effort; GenAI could never hope to attempt it,” added Wood. “Our friends in the RPG community know this. But what about players who don’t want AI-generated games and don’t know us? That’s part of what the H mark is for. Ninjas have pretty sweet moves. Defending themselves against lame synthetic pirates is one of them.” Human Intelligence® authentication is currently offered on a pay-what-you-can basis for the early cohort of tabletop creators who want to proclaim their human-made ethos, protect their work, and help build the trust layer between real creatives and their audiences. Learn more with the link down there or just hit me up with questions...

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Black Forest Labs raises $300M to take on Google's Nano Banana! Some of the biggest VC and AN names have invested 300 M. in German AI Startup Black Forest Labs at $3.25B valuation. The names include:   a16z Nvidia Northzone Creandum Earlybird VC BroadLight Capital General Catalyst Salesforce Ventures Anjney Midha (AMP) Temasek Bain Capital Ventures Air Street Capital Visionaries Club Canva Figma Ventures

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NOW LIVE: Episode 26 of Open Residency with Matt Gray 🎙️ Matt Gray has helped thousands of founders turn content into profitable audiences. In this episode we go deep on audience building, lead magnets, and the systems required to turn attention into revenue. Enjoy 🧠 Full episode with Matt Gray here: https://lnkd.in/g8SF-CkU 


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Renting your advantage is a short-sighted trap if you are not building your own AI-powered apps. When you build in-house you tap into a truly proprietary edge that no off-the-shelf tool can match. You leverage your unique catalog customer behavior and creator data to craft listings that reflect your brand voice and drive higher click through rates and conversions on platforms like TikTok Shop and Amazon. You win on speed and margin by automating work that drains hours so you launch faster with fewer stockouts while safeguarding your contribution margin without bloating headcount. You gain control and resilience when marketplace rules shift faster than a vendor roadmap so you protect your intellectual property and comply with live updates every day. Start with one painful workflow define one success metric and launch a small agent with human oversight then let the results drive your next build. Comment build if you want the blueprint.

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🎵Gemini App Now Creates Music from Text and Photos Google's rolling out Lyria 3, their most advanced music generation model, directly in the Gemini app. Here's what you can do: - Describe a genre, mood, or memory and get a 30-second custom track with lyrics - Upload photos or videos and watch Gemini compose music that matches the vibe - Download tracks with AI-generated cover art to share with friends Key improvements in Lyria 3: - Auto-generates lyrics based on your prompt - More creative control over style, vocals, and tempo - Creates more realistic and musically complex tracks Every track includes SynthID watermarking for transparency. Plus, you can now verify if any audio file was made with Google AI by uploading it to Gemini. Have you experimented with AI music generation yet? Drop your thoughts below👇

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This is the auto-healing system inside VantageOS. Most platforms depend on people to notice when something breaks. This one is built to notice, understand, and respond on its own. Behind the interface is an internal agentic layer continuously monitoring system state, data integrity, workflow execution, and operational signals. When something drifts, degrades, or fails, it does not just raise a flag. It diagnoses the issue, traces dependencies, and initiates corrective action to restore alignment. Quietly. Continuously. Without waiting. Because in complex environments, small inconsistencies do not stay small. They cascade. Adam and I built this with a simple principle: a serious system should not just run, it should maintain itself. That means detecting anomalies early. Resolving issues before they compound. And keeping the platform stable, reliable, and aligned even as conditions change. This is what operational resilience looks like when it is built into the system itself. #VantageOS #AI #AgenticSystems #Automation #OperationalIntelligence #Resilience #Infrastructure #SystemsThinking https://lnkd.in/giTUvp3p

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