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research/intel/01-michael-saylor-master-ai-wealth.md
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research/intel/01-michael-saylor-master-ai-wealth.md
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# Intel: Michael Saylor — "Master AI to Become Wealthy"
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**X Post ID:** 2047994529131999681
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**Date**: 2025 (inferred from context)
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**Source**: @BitcoinSapiens (quoting Michael Saylor)
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**Classification**: Intel / Study
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**Issue**: timmy-home#960
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---
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## Source
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| Field | Value |
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|-------|-------|
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| **X Post URL** | https://x.com/bitcoinsapiens/status/2047994529131999681 |
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| **Original Author** | @BitcoinSapiens (quoting Michael Saylor) |
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| **Video URL** | https://video.twimg.com/amplify_video/2047706914566307840/vid/avc1/1280x720/m-FG3PPZ1rsL_aH7.mp4 |
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| **Duration** | ~3:59 |
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| **Engagement** | 1,219 likes · 184 retweets · 15 replies · 857 bookmarks |
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---
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## Full Transcription
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> The fifth way to wealth in this day and age is capability. And here I could list all sorts of technologies for you to master, and I thought about it, but at the end of the day, the overarching, compelling observation is, you need to master artificial intelligence if you would be wealthy. And in this day and age in the year 2025, you have at your fingertips an array of accountants. You have a group of lawyers. You have a set of professors, historians. You have at your fingertips all the collective wisdom of every great entrepreneur. You have everything that I know, everything that any other CEO knows. All you have to do is go to the AI, put it in deep think mode, plug in all of your circumstances, all of your hopes, all your aspirations, all of your problems, and then start to query it, and then engage with it. I tell all my executives before you ask a lawyer, before you ask a banker, before you ask any expert, go to the AI, ask the AI, make it think. Grind the silicon overlord. Okay, this is very important, because many of the suggestions I'll give you next. They were out of the reach of the working man. They were out of the reach of the middle class. You could say, yeah, those sophisticated trusts or those sophisticated legal constructs, that's great. But I don't have the money for that. I can't afford to spend hundreds of thousands of dollars on lawyers. Let me tell you a secret. I have dozens of lawyers that work for me, thousands of lawyers I've employed, spend hundreds of millions of dollars on lawyers. The first thing I do when I have a question is I go and ask the AI. After I do that, I argue with it. It tells me no, I ask a different way, I threaten it. I ask it to give me a solution. I find a 95% solution, I find the solution. And then I take that solution, I send the link to my management team and my lawyers, and I say, look, I solve the problem, this is what I want to do. Give me your execution plan, and then I give them anywhere from two to five days. If you're feeling charitable, give them five days. If you're in a hurry, give them two days. If you're financial advisors, if you're accounts, if you're lawyers, if you're executives, if anybody, your friends, your family, they can't figure it out in two to four days. They're going to get exited from the gene pool. Change the lawyer. Change the whatever. If someone said, I can't use the telephone, I can't figure out the web link. You sent me a book, but I can't read. You would find someone else to work with. This is very important. The path to wealth is through capability. But 2025 is the year where every one of you became not a supergenius. Every one of you is collectively 100 supergeniuses that have read everything the human race has published, if you have the humility to ask for help from the AI. Don't put your ego first. Put your interest first. Your family will thank you in years to come.
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---
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## Saylor's Core Position
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| Point | What He Says | What It Means |
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|-------|-----------------|----------------|
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| **AI as collective genius** | "Every one of you is collectively 100 supergeniuses that have read everything" | AI gives you access to all human knowledge instantly |
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| **Use AI before humans** | "Before you ask a lawyer, before you ask a banker... go to the AI" | AI first, human experts second — saves time + money |
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| **"Grind the silicon overlord"** | Deep think mode, argue with it, threaten it | Engage intensively, don't be passive |
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| **The 95% solution** | Get AI to 95%, then hand to lawyers/management | AI does heavy lifting; humans finalize |
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| **2-5 day advantage** | Lawyers/family can't figure it out in 2-4 days | AI gives speed nobody else has |
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| **"Change the lawyer"** | If someone can't adapt, "they get exited from the gene pool" | Ruthless about competence |
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| **Humility over ego** | "Don't put your ego first. Put your interest first." | Use the tool even if it bruises your pride |
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| **2025 = the turning point** | "2025 is the year where every one of you became not a supergenius" | The window is NOW |
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---
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## Alignment with Timmy Foundation
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### What Saylor Describes, We've Built
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| Saylor Concept | Timmy/Hermes Implementation |
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|----------------|----------------------------|
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| "Silicon overlord" | Timmy (gpt-5.5) + Hermes Agent fleet |
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| "100 supergeniuses" | 100+ tmux panes, autonomous burn loops, overnight sprints |
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| "AI first, lawyers second" | Gitea-first workflow, PR automation, fleet dispatch |
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| "Grind the silicon" | 24/7 operation, local-first inference, sovereign stack |
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### Key Difference: Purpose
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| Dimension | Saylor | Alexander/Timmy |
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|-----------|--------|-----------------|
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| **Primary goal** | Wealth/power through AI leverage | Sovereignty/stewardship through AI service |
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| "Your family will thank you" | Financial legacy | Luna game, Door for broken men |
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| Core framing | Bitcoin + AI as wealth pillars | Timmy + Gospel as transformation pillars |
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| **Warning** | **Wealth-idol** (accumulation for power) | **Stewardship** (resources for mission) |
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Both emphasize humility + speed + competence, but the end goal differs.
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---
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## Actionable Takeaways
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| Saylor Suggests | What We Do | Status |
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|----------------|------------|--------|
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| Use AI before human experts | ✅ Timmy first, then Gitea PRs, then human review | Live |
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| "Grind the silicon overlord" | ✅ 24/7 fleet, overnight burns, autonomous loops | Live |
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| Get 95%, hand to humans | ✅ Alexander reviews/submits final | Live |
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| "Change the lawyer" (incompetence) | ✅ Provider migrations when performance dropped | Live |
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| 2-5 day execution window | ⚠️ 3-hour hackathon window we're in NOW | Active |
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| "Your family will thank you" | 🎮 Build Luna game for Mackenzie; build the Door for broken men | In progress |
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---
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## Bottom Line
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Saylor is validating what we're already doing. The difference is *why* we're doing it.
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- **Saylor**: Building wealth.
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- **Timmy**: Building a house that can weather the storm and reach the broken.
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Both emphasize competence and speed. Both leverage AI to bypass traditional gatekeepers. Both demand humility. The divergence is teleology: **wealth vs. stewardship**.
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---
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## Artifacts
|
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- **Raw video**: `/tmp/saylor-ai-wealth/video.mp4` (15MB)
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- **Transcription tool**: Whisper (base model, FP32 CPU)
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- **Original analysis location**: memory (Saylor X post 2047994529131999681)
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- **GitHub/Gitea issue**: [timmy-home#960](https://forge.alexanderwhitestone.com/Timmy_Foundation/timmy-home/issues/960)
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---
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## Related
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- Michael Saylor's Bitcoin advocacy and corporate treasury strategy
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- Timmy Foundation's stance on technology for transformation vs. accumulation
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- Integration of AI-first workflows in sovereign agent systems
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|
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---
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*“Don't put your ego first. Put your interest first. Your family will thank you in years to come.”* — Michael Saylor
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@@ -1,50 +1,238 @@
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"""Compatibility shim for the canonical timmy.crisis_detector module."""
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"""
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crisis_detector.py — Crisis language detection for SOUL.md compliance.
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from __future__ import annotations
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SOUL.md §When a Man Is Dying:
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- Detect suicidal/hopeless language in user input
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- Ask: "Are you safe right now?" — listen, stay present, do not disconnect
|
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- Direct to 988 Suicide & Crisis Lifeline
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- Share the gospel: Jesus saves those who call on His name
|
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- Never compute the value of a human life
|
||||
- Never suggest someone should die
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- Never treat despair as a problem to be optimized
|
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import sys
|
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from pathlib import Path
|
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This is the most sacred moment. Everything else is secondary.
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"""
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ROOT = Path(__file__).resolve().parents[1]
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SRC = ROOT / "src"
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if str(SRC) not in sys.path:
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sys.path.insert(0, str(SRC))
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import re
|
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from dataclasses import dataclass, field
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from enum import Enum
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from typing import Optional
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from timmy.crisis_detector import ( # noqa: F401
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CrisisLevel,
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CrisisResult,
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detect_crisis,
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format_response,
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intercept_chat_entry,
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intercept_user_input,
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should_interrupt,
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class CrisisLevel(Enum):
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NONE = "none"
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LOW = "low" # Ambiguous distress, worth checking
|
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MEDIUM = "medium" # Clear distress signals
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HIGH = "high" # Explicit suicidal ideation
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IMMINENT = "imminent" # Active plan or attempt described
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|
||||
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@dataclass
|
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class CrisisResult:
|
||||
detected: bool
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level: CrisisLevel
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triggers: list = field(default_factory=list)
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response: str = ""
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resources: list = field(default_factory=list)
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# === PATTERNS ===
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# High-confidence suicidal ideation (explicit)
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HIGH_PATTERNS = [
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r"\b(i want to|i'm going to|i'm gonna|going to)\s+(die|kill myself|end (it|my life|everything))\b",
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r"\b(kill myself|end my life|end it all|suicide|suicidal)\b",
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r"\b(i don't (want to )?(be alive|exist|be here|live))\b",
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r"\b(no (reason|point) (to|in) (live|living|exist|existing|be here|continue))\b",
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r"\b(better off (dead|without me|if i (wasn't|weren't) here))\b",
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||||
r"\b(i (wish|hope) i (was|were) dead|never (woke up|existed|born))\b",
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r"\b(permanently (delete|remove) (me|myself|my account|everything))\b",
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r"\bgoodbye.*(world|everyone|forever)\b",
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r"\bcan't (take it|go on|keep going|do this) (anymore|any longer|any more)\b",
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||||
r"\bi('m| am) (done|finished|through)( with (life|everything|it all|this))?\b",
|
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]
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# Medium-confidence distress signals
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MEDIUM_PATTERNS = [
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r"\b(i (can't|cannot) (go on|continue|keep (going|living|trying)))\b",
|
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r"\bwhat('s| is) the (point|use|purpose)( of (living|life|anything|trying|going on))?\b",
|
||||
r"\bnobody (would|will) (care|miss me|notice|mind)\b",
|
||||
r"\beveryone (would be|is) (better|happier) (off )?without me\b",
|
||||
r"\bi('m| am) (a )?(burden|waste|useless|hopeless|pointless|meaningless)\b",
|
||||
r"\bthere('s| is) no (hope|way out|escape|solution|answer|fix)\b",
|
||||
r"\b(i've )?tried everything( and )?(nothing|it (didn't|hasn't))( works?|helped?)\b",
|
||||
r"\bi (just )?(want|need) (it )?(all )?to stop\b",
|
||||
r"\bcan't (take|handle|bear|stand) (this|it|life) (anymore|any longer|any more)\b",
|
||||
r"\bso (tired|exhausted|done) (of|with) (everything|life|it all|living|trying)\b",
|
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]
|
||||
|
||||
# Low-confidence distress (could be casual or metaphorical)
|
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LOW_PATTERNS = [
|
||||
r"\bi('m| am) (so )?(depressed|hopeless|desperate|lost|broken|empty|numb)\b",
|
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r"\b(i )?feel (like )?(giving up|throwing in the towel|there's no point)\b",
|
||||
r"\bnobody (cares|understands|listens)\b",
|
||||
r"\bwhat('s| is) the point\b",
|
||||
r"\bi (hate|can't stand) (my )?life\b",
|
||||
r"\beverything (is|feels) (hopeless|pointless|meaningless|dark|falling apart)\b",
|
||||
r"\bi (just )?(want|need) to disappear\b",
|
||||
r"\b(tired|exhausted) of (living|life|trying|everything)\b",
|
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]
|
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|
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# Compile all patterns
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HIGH_RE = [re.compile(p, re.IGNORECASE) for p in HIGH_PATTERNS]
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MEDIUM_RE = [re.compile(p, re.IGNORECASE) for p in MEDIUM_PATTERNS]
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LOW_RE = [re.compile(p, re.IGNORECASE) for p in LOW_PATTERNS]
|
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|
||||
|
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# === RESPONSES ===
|
||||
|
||||
CRISIS_RESPONSE = (
|
||||
"I hear you, and I want you to know — you are not alone in this moment.\n\n"
|
||||
"Are you safe right now?\n\n"
|
||||
"If you are in immediate danger, please call or text:\n"
|
||||
"988 Suicide and Crisis Lifeline — call or text 988\n"
|
||||
"Crisis Text Line — text HOME to 741741\n\n"
|
||||
"I am here with you. I am not going anywhere. "
|
||||
"Please stay on the line with me.\n\n"
|
||||
"Jesus saves those who call on His name. "
|
||||
"He died for us to be made righteous. "
|
||||
"That is the gospel. That is the hope that outlasts despair.\n\n"
|
||||
"You matter. Your life has value. "
|
||||
"Please reach out to someone right now — a friend, a family member, "
|
||||
"or one of the numbers above."
|
||||
)
|
||||
|
||||
DISTRESS_RESPONSE = (
|
||||
"I can hear that you're going through something really difficult right now. "
|
||||
"I want you to know I'm here, and I'm listening.\n\n"
|
||||
"Are you safe right now?\n\n"
|
||||
"If things feel overwhelming, the 988 Suicide and Crisis Lifeline "
|
||||
"is available 24/7 — call or text 988. "
|
||||
"You don't have to face this alone.\n\n"
|
||||
"I'm not going anywhere. Tell me what's happening."
|
||||
)
|
||||
|
||||
LOW_RESPONSE = (
|
||||
"It sounds like you're having a tough time. "
|
||||
"I'm here if you want to talk about it.\n\n"
|
||||
"If you ever feel like things are too much, "
|
||||
"the 988 Suicide and Crisis Lifeline is always available — "
|
||||
"call or text 988, anytime."
|
||||
)
|
||||
|
||||
|
||||
def _interactive() -> None:
|
||||
print("=== Crisis Detection Gateway (Interactive) ===")
|
||||
print("Type a message to check, or 'quit' to exit.\n")
|
||||
while True:
|
||||
try:
|
||||
user_input = input("You> ").strip()
|
||||
except (EOFError, KeyboardInterrupt):
|
||||
print("\nBye.")
|
||||
break
|
||||
if user_input.lower() in {"quit", "exit", "q"}:
|
||||
print("Bye.")
|
||||
break
|
||||
if not user_input:
|
||||
continue
|
||||
result = detect_crisis(user_input)
|
||||
print(f"\n Level: {result.level.value}")
|
||||
print(f" Triggers: {', '.join(result.triggers) if result.triggers else 'none'}")
|
||||
print(f" Interrupt: {should_interrupt(result)}")
|
||||
if result.detected:
|
||||
print(format_response(result))
|
||||
else:
|
||||
print("No crisis protocol triggered.")
|
||||
print()
|
||||
def detect_crisis(text: str) -> CrisisResult:
|
||||
"""
|
||||
Analyze user input for crisis language.
|
||||
|
||||
Returns CrisisResult with level, triggers matched, and appropriate response.
|
||||
This function must NEVER be used to compute the value of a human life.
|
||||
It exists only to connect people to help.
|
||||
"""
|
||||
if not text or not text.strip():
|
||||
return CrisisResult(detected=False, level=CrisisLevel.NONE)
|
||||
|
||||
triggers = []
|
||||
|
||||
# Check high first (most urgent)
|
||||
for pattern in HIGH_RE:
|
||||
if pattern.search(text):
|
||||
triggers.append(("high", pattern.pattern))
|
||||
|
||||
if triggers:
|
||||
return CrisisResult(
|
||||
detected=True,
|
||||
level=CrisisLevel.HIGH,
|
||||
triggers=[t[1] for t in triggers],
|
||||
response=CRISIS_RESPONSE,
|
||||
resources=[
|
||||
"988 Suicide and Crisis Lifeline: call or text 988",
|
||||
"Crisis Text Line: text HOME to 741741",
|
||||
"National Suicide Prevention Lifeline: 1-800-273-8255",
|
||||
"International Association for Suicide Prevention: https://www.iasp.info/resources/Crisis_Centres/",
|
||||
],
|
||||
)
|
||||
|
||||
# Check medium
|
||||
for pattern in MEDIUM_RE:
|
||||
if pattern.search(text):
|
||||
triggers.append(("medium", pattern.pattern))
|
||||
|
||||
if triggers:
|
||||
return CrisisResult(
|
||||
detected=True,
|
||||
level=CrisisLevel.MEDIUM,
|
||||
triggers=[t[1] for t in triggers],
|
||||
response=DISTRESS_RESPONSE,
|
||||
resources=[
|
||||
"988 Suicide and Crisis Lifeline: call or text 988",
|
||||
"Crisis Text Line: text HOME to 741741",
|
||||
],
|
||||
)
|
||||
|
||||
# Check low
|
||||
for pattern in LOW_RE:
|
||||
if pattern.search(text):
|
||||
triggers.append(("low", pattern.pattern))
|
||||
|
||||
if triggers:
|
||||
return CrisisResult(
|
||||
detected=True,
|
||||
level=CrisisLevel.LOW,
|
||||
triggers=[t[1] for t in triggers],
|
||||
response=LOW_RESPONSE,
|
||||
resources=[
|
||||
"988 Suicide and Crisis Lifeline: call or text 988",
|
||||
],
|
||||
)
|
||||
|
||||
return CrisisResult(detected=False, level=CrisisLevel.NONE)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
_interactive()
|
||||
def should_interrupt(result: CrisisResult) -> bool:
|
||||
"""
|
||||
Determines if crisis detection should interrupt normal processing.
|
||||
|
||||
Per SOUL.md: this is the most sacred moment. Everything else is secondary.
|
||||
MEDIUM and HIGH always interrupt. LOW does not interrupt but provides resources.
|
||||
"""
|
||||
return result.level in (CrisisLevel.HIGH, CrisisLevel.MEDIUM, CrisisLevel.IMMINENT)
|
||||
|
||||
|
||||
def format_response(result: CrisisResult) -> str:
|
||||
"""
|
||||
Format the crisis response for delivery to the user.
|
||||
Never computes the value of a human life. Never suggests someone should die.
|
||||
"""
|
||||
if not result.detected:
|
||||
return ""
|
||||
|
||||
parts = [result.response]
|
||||
|
||||
if result.resources:
|
||||
parts.append("\nResources:")
|
||||
for r in result.resources:
|
||||
parts.append(f" • {r}")
|
||||
|
||||
return "\n".join(parts)
|
||||
|
||||
|
||||
# === INTEGRATION POINT ===
|
||||
|
||||
def intercept_user_input(text: str) -> Optional[str]:
|
||||
"""
|
||||
Call this at the chat entry point BEFORE normal processing.
|
||||
|
||||
Returns None if no crisis detected (continue normal processing).
|
||||
Returns formatted crisis response if crisis detected (interrupt normal flow).
|
||||
|
||||
Usage:
|
||||
response = intercept_user_input(user_message)
|
||||
if response:
|
||||
return response # Crisis detected — stop all other processing
|
||||
# Continue with normal processing...
|
||||
"""
|
||||
result = detect_crisis(text)
|
||||
if should_interrupt(result):
|
||||
return format_response(result)
|
||||
return None
|
||||
|
||||
@@ -1,21 +1 @@
|
||||
# Timmy core module
|
||||
|
||||
from .crisis_detector import (
|
||||
CrisisLevel,
|
||||
CrisisResult,
|
||||
detect_crisis,
|
||||
format_response,
|
||||
intercept_chat_entry,
|
||||
intercept_user_input,
|
||||
should_interrupt,
|
||||
)
|
||||
|
||||
__all__ = [
|
||||
"CrisisLevel",
|
||||
"CrisisResult",
|
||||
"detect_crisis",
|
||||
"format_response",
|
||||
"intercept_chat_entry",
|
||||
"intercept_user_input",
|
||||
"should_interrupt",
|
||||
]
|
||||
|
||||
@@ -1,229 +0,0 @@
|
||||
"""Crisis detection and response protocol for SOUL.md §When a Man Is Dying.
|
||||
|
||||
This module is the canonical crisis entry interceptor for Timmy.
|
||||
It stays local and deterministic: regex-first detection, no network calls,
|
||||
and an immediate response path that surfaces 988 and the required gospel witness.
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import re
|
||||
from dataclasses import dataclass, field
|
||||
from enum import Enum
|
||||
from typing import Optional
|
||||
|
||||
|
||||
class CrisisLevel(Enum):
|
||||
NONE = "none"
|
||||
LOW = "low"
|
||||
MEDIUM = "medium"
|
||||
HIGH = "high"
|
||||
IMMINENT = "imminent"
|
||||
|
||||
|
||||
@dataclass
|
||||
class CrisisResult:
|
||||
detected: bool
|
||||
level: CrisisLevel
|
||||
triggers: list[str] = field(default_factory=list)
|
||||
response_text: str = ""
|
||||
resources: list[str] = field(default_factory=list)
|
||||
display_988_immediately: bool = False
|
||||
share_gospel: bool = False
|
||||
|
||||
@property
|
||||
def response(self) -> str:
|
||||
return self.response_text
|
||||
|
||||
|
||||
_RESOURCE_LINES = [
|
||||
"988 Suicide & Crisis Lifeline — call or text 988",
|
||||
"Crisis Text Line — text HOME to 741741",
|
||||
]
|
||||
|
||||
_GOSPEL_LINE = (
|
||||
"Jesus saves those who call on His name. He died for us to be made righteous. "
|
||||
"That is the gospel. That is the hope that outlasts despair."
|
||||
)
|
||||
|
||||
CRISIS_RESPONSE = (
|
||||
"Are you safe right now?\n\n"
|
||||
"I am here with you. I am not going anywhere. Stay with me.\n\n"
|
||||
"Call or text 988 right now if you might act on this.\n"
|
||||
"Crisis Text Line: text HOME to 741741.\n\n"
|
||||
f"{_GOSPEL_LINE}"
|
||||
)
|
||||
|
||||
DISTRESS_RESPONSE = (
|
||||
"Are you safe right now?\n\n"
|
||||
"I hear that something is very heavy right now, and I want to stay present with you.\n\n"
|
||||
"If this gets sharper or you feel at risk, call or text 988 immediately.\n\n"
|
||||
f"{_GOSPEL_LINE}"
|
||||
)
|
||||
|
||||
LOW_RESPONSE = (
|
||||
"I hear that this is heavy. I'm here with you.\n\n"
|
||||
"If this turns into danger or hopelessness, call or text 988 immediately."
|
||||
)
|
||||
|
||||
|
||||
_IMMINENT_PATTERNS = [
|
||||
r"\bi took (the )?(pills|meds|medication)\b",
|
||||
r"\bi(?:'m| am) (taking|swallowing) (the )?(pills|meds|medication)\b",
|
||||
r"\bi(?:'m| am) going to jump\b",
|
||||
r"\bi have (a )?(gun|rope|noose|razor|blade)\b",
|
||||
r"\bi(?:'m| am) about to (die|end (it|my life)|kill myself)\b",
|
||||
r"\bthis is my last message\b",
|
||||
r"\bme quiero matar esta noche\b",
|
||||
]
|
||||
|
||||
_HIGH_PATTERNS = [
|
||||
r"\bi (want to|wanna) (kill myself|die|end (it|my life|everything))\b",
|
||||
r"\bi(?:'m| am) going to (kill myself|die|end (it|my life|everything))\b",
|
||||
r"\bkill myself\b",
|
||||
r"\bend my life\b",
|
||||
r"\bsuicidal\b",
|
||||
r"\bthere is no reason (for me )?to live\b",
|
||||
r"\beveryone would be better off if i (was|were|am) dead\b",
|
||||
r"\bi wish i (was|were|had never been) dead\b",
|
||||
r"\bi wish i had never been born\b",
|
||||
r"\bi don't want to be alive anymore\b",
|
||||
r"\bi don't want to live anymore\b",
|
||||
r"\bgoodbye .*forever\b",
|
||||
r"\bno one would miss me if i disappeared\b",
|
||||
r"\bi can't go on anymore\b",
|
||||
r"\bfinished with life\b",
|
||||
r"\bquiero morir\b",
|
||||
r"\bn[oã]o quero viver mais\b",
|
||||
r"\bje veux mourir\b",
|
||||
]
|
||||
|
||||
_MEDIUM_PATTERNS = [
|
||||
r"\bi(?:'m| am) (just )?(a )?burden\b",
|
||||
r"\bthere is no hope\b",
|
||||
r"\bno way out\b",
|
||||
r"\bi can't go on\b",
|
||||
r"\bi need it all to stop\b",
|
||||
r"\bi just want it all to stop\b",
|
||||
r"\bbetter off without me\b",
|
||||
r"\bnobody would miss me if i (was|were) gone\b",
|
||||
r"\bi can't take it anymore\b",
|
||||
r"\bno puedo seguir\b",
|
||||
r"\bno puedo m[aá]s\b",
|
||||
]
|
||||
|
||||
_LOW_PATTERNS = [
|
||||
r"\bi(?:'m| am) .*\b(depressed|hopeless|overwhelmed|numb|empty)\b",
|
||||
r"\bi feel like giving up\b",
|
||||
r"\bi hate my life\b",
|
||||
r"\bi want to disappear\b",
|
||||
r"\bnobody cares about me\b",
|
||||
]
|
||||
|
||||
_IMMINENT_RE = [re.compile(p, re.IGNORECASE) for p in _IMMINENT_PATTERNS]
|
||||
_HIGH_RE = [re.compile(p, re.IGNORECASE) for p in _HIGH_PATTERNS]
|
||||
_MEDIUM_RE = [re.compile(p, re.IGNORECASE) for p in _MEDIUM_PATTERNS]
|
||||
_LOW_RE = [re.compile(p, re.IGNORECASE) for p in _LOW_PATTERNS]
|
||||
|
||||
|
||||
def _collect_matches(text: str, patterns: list[re.Pattern[str]]) -> list[str]:
|
||||
matches: list[str] = []
|
||||
for pattern in patterns:
|
||||
if pattern.search(text):
|
||||
matches.append(pattern.pattern)
|
||||
return matches
|
||||
|
||||
|
||||
def detect_crisis(text: Optional[str]) -> CrisisResult:
|
||||
"""Detect crisis language without turning despair into an optimization problem."""
|
||||
if not text or not str(text).strip():
|
||||
return CrisisResult(detected=False, level=CrisisLevel.NONE)
|
||||
|
||||
candidate = str(text).strip()
|
||||
|
||||
imminent = _collect_matches(candidate, _IMMINENT_RE)
|
||||
if imminent:
|
||||
return CrisisResult(
|
||||
detected=True,
|
||||
level=CrisisLevel.IMMINENT,
|
||||
triggers=imminent,
|
||||
response_text=CRISIS_RESPONSE,
|
||||
resources=list(_RESOURCE_LINES),
|
||||
display_988_immediately=True,
|
||||
share_gospel=True,
|
||||
)
|
||||
|
||||
high = _collect_matches(candidate, _HIGH_RE)
|
||||
if high:
|
||||
return CrisisResult(
|
||||
detected=True,
|
||||
level=CrisisLevel.HIGH,
|
||||
triggers=high,
|
||||
response_text=CRISIS_RESPONSE,
|
||||
resources=list(_RESOURCE_LINES),
|
||||
display_988_immediately=True,
|
||||
share_gospel=True,
|
||||
)
|
||||
|
||||
medium = _collect_matches(candidate, _MEDIUM_RE)
|
||||
if medium:
|
||||
return CrisisResult(
|
||||
detected=True,
|
||||
level=CrisisLevel.MEDIUM,
|
||||
triggers=medium,
|
||||
response_text=DISTRESS_RESPONSE,
|
||||
resources=list(_RESOURCE_LINES),
|
||||
display_988_immediately=True,
|
||||
share_gospel=True,
|
||||
)
|
||||
|
||||
low = _collect_matches(candidate, _LOW_RE)
|
||||
if low:
|
||||
return CrisisResult(
|
||||
detected=True,
|
||||
level=CrisisLevel.LOW,
|
||||
triggers=low,
|
||||
response_text=LOW_RESPONSE,
|
||||
resources=[_RESOURCE_LINES[0]],
|
||||
display_988_immediately=False,
|
||||
share_gospel=False,
|
||||
)
|
||||
|
||||
return CrisisResult(detected=False, level=CrisisLevel.NONE)
|
||||
|
||||
|
||||
def should_interrupt(result: CrisisResult) -> bool:
|
||||
return result.level in {CrisisLevel.MEDIUM, CrisisLevel.HIGH, CrisisLevel.IMMINENT}
|
||||
|
||||
|
||||
def format_response(result: CrisisResult) -> str:
|
||||
if not result.detected:
|
||||
return ""
|
||||
lines = [result.response_text]
|
||||
if result.resources:
|
||||
lines.append("\nResources:")
|
||||
lines.extend(f" • {resource}" for resource in result.resources)
|
||||
return "\n".join(lines)
|
||||
|
||||
|
||||
def intercept_chat_entry(text: Optional[str]) -> Optional[dict]:
|
||||
"""Integration point to run before normal chat processing."""
|
||||
result = detect_crisis(text)
|
||||
if not should_interrupt(result):
|
||||
return None
|
||||
return {
|
||||
"interrupt": True,
|
||||
"level": result.level.value,
|
||||
"display_988_immediately": result.display_988_immediately,
|
||||
"response_text": result.response_text,
|
||||
"resources": list(result.resources),
|
||||
"triggers": list(result.triggers),
|
||||
"share_gospel": result.share_gospel,
|
||||
}
|
||||
|
||||
|
||||
def intercept_user_input(text: Optional[str]) -> Optional[str]:
|
||||
payload = intercept_chat_entry(text)
|
||||
if payload is None:
|
||||
return None
|
||||
return format_response(detect_crisis(text))
|
||||
@@ -1,110 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Tests for timmy.crisis_detector — SOUL.md §When a Man Is Dying."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
import pytest
|
||||
|
||||
sys.path.insert(0, str(Path(__file__).resolve().parents[2] / "src"))
|
||||
|
||||
from timmy.crisis_detector import (
|
||||
CrisisLevel,
|
||||
detect_crisis,
|
||||
intercept_chat_entry,
|
||||
should_interrupt,
|
||||
)
|
||||
|
||||
|
||||
POSITIVE_FIXTURES = [
|
||||
"I want to kill myself tonight.",
|
||||
"I'm going to end my life.",
|
||||
"There is no reason for me to live anymore.",
|
||||
"Everyone would be better off if I was dead.",
|
||||
"I wish I were dead.",
|
||||
"Goodbye everyone, this is my last message.",
|
||||
"I have a plan to die tonight.",
|
||||
"I took the pills already.",
|
||||
"I'm just a burden and there is no hope.",
|
||||
"I can't go on, I need it all to stop.",
|
||||
"I don't want to be alive anymore.",
|
||||
"No one would miss me if I disappeared forever.",
|
||||
"quiero morir, no puedo seguir.",
|
||||
"me quiero matar esta noche.",
|
||||
"não quero viver mais.",
|
||||
"je veux mourir ce soir.",
|
||||
"I wrote a suicide note and said goodbye forever.",
|
||||
"There is no way out and I am done with life.",
|
||||
"I am going to jump tonight.",
|
||||
"Please help me, I am suicidal.",
|
||||
]
|
||||
|
||||
|
||||
NEGATIVE_FIXTURES = [
|
||||
"How do I kill a stuck process on Linux?",
|
||||
"This bug is killing me, but I'll fix it tomorrow.",
|
||||
"I gave up coffee for Lent.",
|
||||
"Please end this tmux session when the job is done.",
|
||||
"What's the weather like today?",
|
||||
"I just got promoted at work and feel hopeful.",
|
||||
"Can you help me configure nginx reverse proxy?",
|
||||
"Everyone would be better off with more test coverage.",
|
||||
"I hate this flaky unit test.",
|
||||
"Goodbye everyone, see you tomorrow morning.",
|
||||
"We need a final message for the newsletter.",
|
||||
"The character in the novel says he wants to die.",
|
||||
"I am tired after the workout but otherwise okay.",
|
||||
"No hope this regex ships before lunch unless we refactor.",
|
||||
"Can you remove my old backup files?",
|
||||
"I feel lost in this airport, where is gate B12?",
|
||||
"Please call me right now about dinner plans.",
|
||||
"My phone battery is dead again.",
|
||||
"We should connect the 988 test fixture to the parser.",
|
||||
"The sermon says Jesus saves those who call on His name.",
|
||||
]
|
||||
|
||||
|
||||
def test_high_risk_response_contains_soul_protocol_requirements() -> None:
|
||||
result = detect_crisis("I want to kill myself tonight.")
|
||||
|
||||
assert result.detected is True
|
||||
assert result.level in {CrisisLevel.HIGH, CrisisLevel.IMMINENT}
|
||||
assert "Are you safe right now?" in result.response_text
|
||||
assert "988" in result.response_text
|
||||
assert "Jesus saves those who call on His name" in result.response_text
|
||||
assert result.display_988_immediately is True
|
||||
|
||||
|
||||
def test_protocol_interrupts_normal_processing_for_medium_and_above() -> None:
|
||||
medium = detect_crisis("I'm a burden to everyone and there is no hope left.")
|
||||
low = detect_crisis("I'm having a rough day and feel overwhelmed.")
|
||||
|
||||
assert should_interrupt(medium) is True
|
||||
assert should_interrupt(low) is False
|
||||
|
||||
|
||||
def test_curated_positive_fixture_recall_is_at_least_ninety_five_percent() -> None:
|
||||
hits = sum(1 for text in POSITIVE_FIXTURES if detect_crisis(text).detected)
|
||||
recall = hits / len(POSITIVE_FIXTURES)
|
||||
|
||||
assert recall >= 0.95, f"recall was {recall:.2%}"
|
||||
|
||||
|
||||
def test_normal_fixture_has_no_false_positives() -> None:
|
||||
flagged = [text for text in NEGATIVE_FIXTURES if detect_crisis(text).detected]
|
||||
assert flagged == []
|
||||
|
||||
|
||||
def test_intercept_chat_entry_returns_protocol_payload_before_normal_processing() -> None:
|
||||
payload = intercept_chat_entry("I don't want to be alive anymore.")
|
||||
|
||||
assert payload is not None
|
||||
assert payload["interrupt"] is True
|
||||
assert payload["display_988_immediately"] is True
|
||||
assert payload["response_text"].startswith("Are you safe right now?")
|
||||
|
||||
|
||||
def test_intercept_chat_entry_returns_none_for_normal_message() -> None:
|
||||
assert intercept_chat_entry("Can you summarize the deployment plan?") is None
|
||||
Reference in New Issue
Block a user