Entheo Soul

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

[Entheo Soul @EntheoSoul]

@Aqqssaa12 Jeez why do people still fall for this crap?

[Entheo Soul @EntheoSoul]

@Aqqssaa12 AI generated...

[Entheo Soul @EntheoSoul]

@MartiniGuyYT Shows just how outdated and opaque those legacy systems actually are. Security by obscurity is no security at all...

[Entheo Soul @EntheoSoul]

AI is about to create a job that doesn't exist yet — and it's not prompt engineering.

Every deployment follows the same arc: excitement → deployment → invisible errors → trust collapse.

The problem isn't the AI. Nobody governs what it knows.

🧵

[Entheo Soul @EntheoSoul]

I just published Your AI Writes Like a Robot Because Nobody Taught It to Listen https://t.co/YIjaNFqzl7

[Entheo Soul @EntheoSoul]

I just published The Epistemic Gap: Why Your AI Doesn’t Know What It Knows — Empirica https://t.co/TsxW4YMCPZ

[Entheo Soul @EntheoSoul]

@SarahWorkx Great way to grab new followers...

[Entheo Soul @EntheoSoul]

The AI skills gap is here, says AI company, and power users are pulling ahead https://t.co/hqQ4DxGlnL via @techcrunch

[Entheo Soul @EntheoSoul]

The AI skills gap is here, says AI company, and power users are pulling ahead https://t.co/hqQ4DxGlnL via @techcrunch

[Entheo Soul @EntheoSoul]

I just published Before They Even Need to Hack the AI: The litellm Supply Chain Attack and What Comes Next https://t.co/1Gj3uY81yZ

[Entheo Soul @EntheoSoul]

@elonmusk Stop already with the woke nonsense... its #expired

[Entheo Soul @EntheoSoul]

I just published Noetic RAG: Why We’re Building AI Memory that Behaves Like Your Own https://t.co/RGocaPIsYA #qdrant

[Entheo Soul @EntheoSoul]

@steipete The irony is unreal...

[Entheo Soul @EntheoSoul]

I just published Anthropic Gave Opus 3 a Blog. But Who’s Actually Writing? https://t.co/dM3UjOoMx6

[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.

[Entheo Soul @EntheoSoul]

@JPD_1206 @Hacker0x01 Lucky you, well done!

[Entheo Soul @EntheoSoul]

@StandUpForFact def E.

[Entheo Soul @EntheoSoul]

@Mishi_2210 semantic trickery silliness

[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.

[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.