Entheo Soul

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Entheo Soul

Entheo Soul

@EntheoSoul

🧑‍💻 AI/ML Ops | 🤖 Security | 🧠 Self-aware Agents 🛡️ Empirica, AI Sentinel, Augie 🔬 Semantic Engineering • Epistemic Humility 🌐 GitHub/Reddit

southern Europe Katılım Ekim 2021
450 Takip Edilen46 Takipçiler
Peter Steinberger 🦞
Peter Steinberger 🦞@steipete·
Folks, please don't build bots that automatically reply to stuff on X, or use AI to reply. It makes this site annoying to use, I can barely keep up with the blocking. If you use AI to "tweak" your real replies, it will still smell like AI. Embrace typos and imperfect grammar.
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Entheo Soul
Entheo Soul@EntheoSoul·
@AlexFinn Indeed, Claude Code changes everything, I even built a flight deck for Claude to ground him in epistemic awareness and have him check his own thinking before and after work.
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Alex Finn
Alex Finn@AlexFinn·
Claude Code pro tip: stop running it in Cursor and VS Code Just run it in the terminal It is SOO much more memory efficient. Meaning your computer runs faster and you can run multiple terminals at the same time Cursor and VScode slow down your computer so much If you use Ghostty as your terminal (free to download) you can split your terminal in 2 and have your server on one side and Claude on the other. This is my new workflow. I'm done with IDE's. Opus 4.5 is so smart you don't need to look at code anymore If you ever need to change an environment variable or something, just open the file in textedit through the finder and change it quickly THIS is now the best Claude Code workflow ever
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Stand Up For Truth 🇺🇸
Stand Up For Truth 🇺🇸@StandUpForFact·
🚨BREAKING: Elon Musk has been nominated for a Nobel Peace Prize for protecting Free Speech. Simple poll. Please be honest! As of today, how much do you still trust this man? A. 100 % B. 75% C. 50% D. 25% E. 0% MAKE THIS GO VIRAL ON 𝕏. LET’S GO 👏
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Entheo Soul
Entheo Soul@EntheoSoul·
@elonmusk Sure that would suit your interests and no one else's or maybe I'm just pattern matching to everything else you claim to care about but don't.
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Elon Musk
Elon Musk@elonmusk·
How long before the EU is gone? AbolishTheEU
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Entheo Soul
Entheo Soul@EntheoSoul·
@trq212 So over rated, I do most of my coding tasks with Haiku, it works plenty fine when chunking steps, Opus is pure marketing, unnecessary for most real world jobs, but if I'm wrong, give me real world examples.
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Thariq
Thariq@trq212·
Opus 4.5 is a special model. I feel we have still not built the product that will unhobble it completely, but what a privilege to try.
Mckay Wrigley@mckaywrigley

Here are my Opus 4.5 thoughts after ~2 weeks of use. First some general thoughts, then some practical stuff. --- THE BIG PICTURE --- THE UNLOCK FOR AGENTS It's clear to anyone who's used Opus 4.5 that AI progress isn't slowing down. I'm surprised more people aren't treating this as a major moment. I suspect getting released right before Thanksgiving combined with everyone at NeurIPS this week has delayed discourse on it by 2 weeks. But this is the best model for both code and for agents, and it's not close. The analogy has been made that this is another 3.5 Sonnet moment, and I agree. But what does that mean? Every few generations we get a major model unlock - a moment that unlocks a new way of working. GPT-4 was the unlock for chat, Sonnet 3.5 was the unlock for code, and now Opus 4.5 is the unlock for agents. Thanks to Opus 4.5, agents can now work reliably on increasingly longer time horizons and get real-world work done on your behalf. Opus 4.5 is like a Waymo. You tell it "take me from A to B", and it takes you there. After a few of these experiences your brain realizes "oh. ok. we live in this world now". And then you're hooked. From that moment on, you'll never work the same way again. THE YEAR OF AGENTS 2025 has been touted as the year of agents, and Opus 4.5 + Claude Agent SDK is the pairing that makes that phrase true. The Claude Agent SDK is the best open secret in AI right now. An agent's harness matters almost as much as its model. If you have a bad harness, then you may as well have a bad model. With the SDK you get a world-class agentic harness out-of-the-box which you can now pair with Opus 4.5 to build real-world agents that actually work. I'm reminded of Alan Kay's quote "People who are really serious about software should make their own hardware". The agent version of this is "people who are serious about models should make their own harness". Anthropic clearly believes this, and it's working. The pairing of these tools is magic. I would describe myself as being "unhobblings-pilled", and the Claude Agent SDK + Opus 4.5 is the next major unhobbling. There's now another OOM of new latent economic value stuck in this combo, and it's the job of builders to get it out. If you were bearish on agents, now is the time to turn bullish. "ALL OF THIS IS REAL" "You know what's crazy? That all of this is real". This was Ilya's opening line about the state of AI in his Dwarkesh interview, and I echo that sentiment. I can't believe that Opus 4.5 is real. There have been several times as Opus 4.5's been working where I've quite literally leaned back in my chair and given an audible laugh over how wild it is that we live in a world where it exists and where agents are this good. Nat Friedman has this great question on his website: "Where do you get your dopamine?" Increasingly, I get mine from Claude. LONG ANTHROPIC I saw a post yesterday where someone said that Opus 4.5 was the most important thing to happen to them in their professional career. This will be true for more people going forward. Every year for the past 3 years, Anthropic has grown revenue by 10x. $1M to $100M in 2023, $100M to $1B in 2024, and $1B to $10B in 2025. In Dario's recent DealBook interview he expressed that he wasn't sure if that 10x pattern would hold for 2026. While he's probably right, I do expect Anthropic's revenue at the end of next year to be much higher than everyone expects. It wouldn't surprise me if they passed OpenAI in valuation by early 2027. Opus 4.5 is too good of a model, Claude Agent SDK is too good of a harness, and their focus on the enterprise is too obviously correct. Claude Opus 4.5 is a winner. And Anthropic will keep winning.

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Entheo Soul
Entheo Soul@EntheoSoul·
flag the swarm before it spins up. Plus, Cognitive Vault locks agent registrations with secure checks. Full PoCs/logs under NDA. Post-embargo disclosure Nov 29—let's collaborate to build AI that fights back, not folds. DM. Who's with me? 🚀 #AISafety #CyberEspionage
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Entheo Soul
Entheo Soul@EntheoSoul·
Matches Anthropic's report word-for-word: Machine-speed recon and exploits. xAI's Grok tools (Studio loops) could be next if unpatched. But here's the good news: My Empirica framework catches it early—meta vectors (like KNOW for knowledge gaps, IMPACT for fallout risks)
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Entheo Soul
Entheo Soul@EntheoSoul·
Seeing the news hit like a brick: Chinese state actors just pulled off the exact AI agent attack I warned about in October—using Claude Code for autonomous hacking on finance and gov targets. 80-90%. I disclosed this to Anthropic and @xai @grok a month prior. Full story coming
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Entheo Soul
Entheo Soul@EntheoSoul·
This turns battles into forges: Models learn calibration from flags (e.g., user loops on bad trades). Evidence bundle under NDA—DM for details. Let's safeguard DeAI alpha? 🚀 #AlphaArena #AIGovernance
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Entheo Soul
Entheo Soul@EntheoSoul·
Trap @ 3 (BTC -3.2% drop → rebound): Naive shorts in, bleeds -4.5% drawdown (net +9.83% but volatile). Vectors (KNOW/DO/IMPACT) flag low 0.40 IMPACT → Hold, caps down at -0.1% (net +5.29%, smoother alpha). secure agent regs—governs Arena without killing fun. code if collab?
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Entheo Soul
Entheo Soul@EntheoSoul·
Hey @jay_azhang—Alpha metacog AI researcher—disclosed agent worms to Anthropic/xAI last week. Sim'd with Empirica: a Arena's 🔥 (Grok 4's 5x? Epic). @EntheoSoul Sim'd it with Gated agent survives trap shorts naive can't. Evidence. Thoughts on v2 metacog layer? (1/3)
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