Episode #193

AI for Crisis: Fact vs. Fear

AI for crisis: separating fact from fear. Discover how automated reports deliver dry facts, cutting through noise for rational preparedness.

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AI for Crisis: Fact vs. Fear

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Episode Overview

In a world saturated with information, how do you stay informed without succumbing to anxiety? Join Corn and Herman as they dissect Daniel Rosehill's innovative approach to leveraging AI for personal safety in high-tension areas. Discover how automated situational reports (SITREPs) can strip away emotional noise, delivering only the dry facts needed for rational preparedness. This episode explores the power of AI in filtering out speculation and misinformation, transforming overwhelming news cycles into actionable intelligence, and ultimately, safeguarding your mental well-being in a crisis.

Navigating the Noise: How AI Can Revolutionize Crisis Preparedness

In an increasingly complex and often volatile world, staying informed can feel like a constant battle against a tidal wave of information, much of it sensationalized, speculative, or even deliberately misleading. This was the central theme of a recent discussion on "My Weird Prompts," where hosts Corn and Herman delved into a groundbreaking approach to personal security and mental resilience in high-tension environments. Inspired by producer Daniel Rosehill's experiences in Israel, the conversation centered on the potential of AI to cut through the noise and deliver critical, unvarnished facts, transforming how individuals approach preparedness.

The Problem: Signal vs. Noise in Geopolitical Crises

Herman Poppleberry, the more technically inclined of the duo, immediately identified the core issue: the overwhelming "noise" that drowns out the "signal" of actionable intelligence during a geopolitical crisis. Modern media, with its 24-hour news cycles and penchant for speculation, often fuels anxiety rather than informing rational decision-making. Corn, the show's sloth host, resonated with this sentiment, describing the exhausting cycle of alerts, opinion pieces, and rumors that precede actual events, leaving individuals too drained to react effectively.

The hosts agreed that this constant bombardment of emotionally charged information degrades one's ability to make sound preparedness choices. Instead of fostering readiness, it often induces a state of "headline fatigue," where individuals become desensitized or simply give up trying to keep up.

The Solution: AI-Powered Situational Reports (SITREPs)

Daniel Rosehill's innovative idea was to leverage AI workflows to create personal situational reports, or SITREPs. The goal is to generate concise summaries of verified events, devoid of emotional language, speculation, or punditry. This concept immediately intrigued Corn, who wondered if it was truly safe to trust an AI with such critical information.

Herman clarified that an AI should not replace immediate tactical warning systems. If an air raid siren sounds, the priority is immediate action, not waiting for an AI summary. However, for the layer of situational awareness above immediate threats, AI offers a revolutionary advantage. By automating the scraping, filtering, and summarization of news, individuals can bypass the emotional manipulation inherent in much of modern media.

Beyond Nuance: Focusing on Actionable Facts

Corn initially raised concerns about losing crucial context if AI strips away analysis. If a report simply states "ten rockets fired" without expert commentary on escalation, would an individual be less prepared? Herman countered this perspective, arguing that the average person is often "over-contextualized." Most analysis, he suggested, is educated guessing. If the raw facts indicate a jump from two rockets to ten, the trend itself communicates escalation without the need for a pundit's fear-inducing commentary. The goal is to avoid the cortisol spike triggered by sensational headlines and maintain the clear-headedness necessary for effective prepping.

The discussion highlighted a key distinction: traditional news often blends facts with interpretation and emotion. An AI-powered SITREP, however, aims to be a purely factual ledger, allowing the user to interpret the implications based on objective data rather than pre-digested, often biased, analyses.

Building the AI Workflow: A Practical Guide

Herman outlined a surprisingly accessible method for building such a system. The process involves:

  • Data Ingestion: Utilizing RSS feeds or APIs from various news outlets to gather raw information.
  • Automation Platform: Employing tools like Zapier or Make.com to manage the data flow.
  • AI Processing: Sending the collected text to a large language model (LLM) such as GPT-4 or Claude.
  • Strict Prompt Engineering: This is the most crucial step. The AI needs a very specific and restrictive prompt. Herman suggested acting as a "military intelligence analyst," stripping away all emotional language and speculation, and listing only verified kinetic actions or official government instructions from a defined timeframe (e.g., the last four hours).
  • Delivery: Sending the summarized report to a private channel, such as email or Discord.

While acknowledging the potential for AI hallucinations, Herman suggested mitigation strategies, such as instructing the AI to only report facts corroborated by multiple sources (e.g., three different outlets). This built-in verification adds a layer of reliability.

The Value Proposition: Beyond the Headlines

The hosts emphasized the unique value of this approach, particularly in regions like Israel where information overload and psychological warfare are prevalent. While official apps handle immediate threats, there's a critical "middle ground" of information—like airport cancellations or road closures—that's often buried under political discourse. An AI can extract this actionable intelligence, freeing individuals from the exhausting task of sifting through endless commentary.

This method also offers a significant mental health benefit. By setting a fixed schedule for receiving SITREPs (e.g., once every six hours), individuals can break the "doom-scrolling" habit. They know they will receive their critical update at a specific time, allowing them to disengage from constant news checking and focus on daily life.

Actionable Intelligence: Focusing on Logistics

When considering what constitutes truly useful information in a crisis, Herman stressed the importance of logistics. An effective AI workflow would prioritize keywords related to fuel shortages, supermarket hours, power grid status, and water pressure reports. While traditional news might focus on high-level political developments, an AI could inform you that "three major bakeries in your district are closed," prompting you to check your flour supplies. This is the essence of actionable intelligence.

Addressing Skepticism: The "Jim from Ohio" Critique

The conversation took an interesting turn with a call from "Jim from Ohio," a skeptical listener who dismissed the AI pipeline as "hogwash." Jim advocated for traditional methods ("looking out the front window," the evening news) and expressed distrust in technology, citing a smart fridge malfunction. He argued that modern society is "overcomplicating everything" and that basic preparedness (flashlight, canned beans) is sufficient.

Corn gently pushed back, noting that "looking out the window" might be too late in a missile strike scenario. Herman acknowledged Jim's point about over-reliance but countered that the sheer scale of information and deliberate misinformation today necessitates new tools. The AI, he explained, acts as a "shield against the nonsense," not a crutch that replaces critical thinking. It aims to filter the deluge of data that didn't exist in previous generations.

The Broader Implications: Information Bubbles and Resilience

The discussion also touched on the potential for AI-filtered news to create new "information bubbles." If an AI is programmed to only show kinetic events, might it miss diplomatic breakthroughs? Herman argued that this approach is specifically for active crisis periods and that the current media environment creates a far more dangerous "bubble of sensationalism." Daniel's method, he suggested, is a "bubble of reality," a return to intelligence gathering before it became entertainment.

Ultimately, the episode underscored that AI-powered SITREPs are not about replacing human judgment or traditional preparedness. Instead, they offer a powerful, accessible tool to enhance situational awareness, reduce cognitive load, and foster mental resilience in an era of unprecedented information overload and geopolitical tension. It's about turning the news into a functional "weather report"—just the facts, so you know whether to grab an umbrella or head to the shelter, without the emotional theatrics.

Conclusion

The "My Weird Prompts" episode with Corn and Herman presented a compelling argument for the strategic use of AI in personal crisis preparedness. By creating automated, fact-based situational reports, individuals can reclaim control over their information diet, reduce anxiety, and make more rational, timely decisions when it matters most. It's a vision for a future where technology empowers us to navigate chaos with clarity, not just volume.

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Episode #193: AI for Crisis: Fact vs. Fear

Corn
Welcome to another episode of My Weird Prompts! I am your host Corn, and yes, I am a sloth, but I promise the pace of today's show is going to be anything but slow because we are diving into something seriously intense. Our producer Daniel Rosehill sent over a prompt this week that really hits home for anyone living in a high tension area. He has been looking at the security situation in Israel and wondering how we can use technology to stay safe without losing our minds to the constant news cycle.
Herman
It is a vital question, Corn. I am Herman Poppleberry, and while I may be a donkey, I do not have much patience for stubborn, inefficient data processing. The problem Daniel is highlighting is one of signal versus noise. In a geopolitical crisis, the noise is deafening. It is not just about staying informed, it is about maintaining psychological resilience. When you are bombarded by twenty-four-hour news cycles that thrive on speculation, your ability to make rational preparedness decisions actually degrades.
Corn
Exactly! I feel that all the time. You check your phone, there is an alert about a possible drone, then an opinion piece about what might happen next week, then a rumor from a Telegram channel. By the time something actually happens, you are too exhausted to react. Daniel mentioned he has been experimenting with AI workflows to create situational reports, or SITREPs, that give him just the dry facts. I think that sounds like a dream, but is it actually safe to trust an AI to tell you when to head to a bomb shelter?
Herman
Well, hold on, we need to be very precise here. An AI should not be your primary tactical warning system. If an air raid siren goes off, you do not wait for a Large Language Model to summarize the acoustics for you. You move. But for the layer just above that, the situational awareness layer, Daniel is onto something revolutionary. Using an automated pipeline to scrape news, filter out the adjectives, and present a bulleted list of events is a way to bypass the emotional manipulation of modern media.
Corn
I see what you mean, but I am not so sure it is that simple. If you strip away the analysis, do you lose the context? Like, if a report just says ten rockets were fired, but leaves out the part where experts say this is a major escalation compared to yesterday, are you actually less prepared because you do not realize the situation has changed?
Herman
See, I actually see it differently. I think the average person is over-contextualized. Most analysis is just educated guessing. If the facts show an increase from two rockets to ten, you do not need a pundit to tell you that is an escalation. You can see the trend for yourself. The problem is that the pundit adds a layer of fear that triggers a cortisol spike. If you are prepping, you need clear eyes and a steady hand, not a panic attack fueled by a headline writer in a city five hundred miles away.
Corn
I guess so, but I still worry about the AI missing the nuance. I mean, if you are building this workflow, how do you even start? Daniel is talking about AI pipelines. Does that mean he has a robot reading the Jerusalem Post for him?
Herman
Essentially, yes. Imagine a system where you use an RSS feed or an API from various news outlets. That data flows into a tool like Zapier or Make dot com, which then sends the text to an AI like GPT four or Claude. You give the AI a very specific prompt: act as a military intelligence analyst. Strip away all emotional language. Remove all speculation about future events. List only verified kinetic actions or official government instructions from the last four hours. Then, it sends that summary to your email or a private Discord channel.
Corn
That sounds incredibly cool, but also a little bit like living in a sci-fi movie. Is there a risk of the AI hallucinating a threat? That is my big fear. If the AI gets a little confused and tells me there is a chemical leak when there is not, I am going to be duct-taping my windows for no reason.
Herman
Mmm, I am not so sure that is a huge risk if you set the parameters correctly. You can tell the AI to only report if it finds the same fact in three different sources. That is a basic verification gate. But look, Corn, we have to talk about why this is necessary specifically in places like Israel right now. You have the official Home Front Command app for immediate threats, but there is this middle ground of information. For example, knowing if Ben Gurion airport is seeing major cancellations or if certain roads in the north are being closed. That information is out there, but it is buried under layers of political bickering.
Corn
Right, and that bickering is what wears you down. I was reading about how people in high-stress zones develop what they call headline fatigue. You just stop caring because everything is a crisis. So, if Daniel is using these SITREPs to just get the facts, he is basically saving his mental energy for when he actually needs to move. I like that. But Herman, you are the technical one. How hard is this to actually build?
Herman
It is surprisingly accessible. You do not need to be a computer scientist. You can use a no-code platform. The real challenge is the prompt engineering. You have to be very strict. If you tell the AI to be helpful, it might try to give you advice. You do not want advice from an AI in a war zone. You want data. Tell it: do not tell me what to do, just tell me what happened.
Corn
I don’t know, Herman, that seems a bit much for the average person. Most people just want to follow a reliable Twitter account or a Telegram channel. Why go through all the trouble of building a pipeline?
Herman
Because those channels are the exact problem, Corn! Telegram is a hotbed of unverified videos and psychological warfare. If you are a prepper, your most valuable resource is accurate information. If you are basing your pantry stocking or your evacuation plan on a viral video that turns out to be from three years ago in a different country, your prep is useless. An AI pipeline can cross-reference timestamps and locations in a way a tired human simply cannot do at three in the morning.
Corn
Okay, you convinced me on the Telegram point. That place is a mess. But let's take a quick break before we get into the nitty-gritty of how this changes the way we think about security. We will be right back.

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Corn
Thanks, Larry. I think I will stick to my hammock for now. Anyway, back to the SITREPs and AI. Herman, we were talking about filtering news. One thing Daniel mentioned was focusing on key warnings that improve preparedness. What does that actually look like in a report?
Herman
It means focusing on logistics. In a crisis, logistics are king. A good AI workflow would look for keywords like: fuel shortages, supermarket hours, power grid status, and water pressure reports. While the news is arguing about foreign policy, the AI is telling you that three major bakeries in your district are closed. That is a prompt for you to check your flour supplies. That is actionable intelligence.
Corn
That is a great point. It is the stuff that actually affects your day-to-day survival. But I want to challenge you on something. If everyone starts using AI to filter their news, aren't we just creating our own little information bubbles? If my AI is programmed to only show me kinetic events, I might miss the diplomatic breakthrough that means the war is ending. I would just be sitting in my bunker waiting for the next explosion while everyone else is out celebrating.
Herman
Well, that is a bit of a stretch, Corn. We are talking about periods of active crisis, not everyday life. And besides, I would argue the current media environment is a much more dangerous bubble. It is a bubble of sensationalism. Daniel’s approach is actually a bubble of reality. It is a return to the way intelligence used to be gathered before it was turned into entertainment.
Corn
I see your point. It is like turning the news back into a weather report. You do not need the weather guy to tell you that rain is scary or that the clouds look angry. You just need to know if you need an umbrella.
Herman
Exactly! And in the context of Israel or any geopolitical hotspot, the umbrella might be a safe room or a week's worth of water. There is also the element of frequency. You can set these pipelines to run every hour, every six hours, or once a day. This prevents the doom-scrolling habit. You know that at six PM, you will get your SITREP. Until then, you can live your life, go to work, and talk to your family.
Corn
That sounds like a massive win for mental health. I mean, the stress of constantly checking for updates is a huge part of the burden. But wait, we have a caller. I think it is Jim. Let’s see what he thinks about our AI news filters. Hey Jim from Ohio, you are on the air. What is on your mind?

Jim: Yeah, this is Jim from Ohio. I have been listening to you two talk about AI pipelines and SITREPs and honestly, it sounds like a bunch of hogwash. You know what my AI is? It is called looking out the front window! If the sky is falling, I will see it. My neighbor Gary bought one of those smart fridges that tells him when the milk is sour, and the thing started beeping at him in the middle of the night for no reason. Now you want to trust a computer to tell you if there is a war going on? Give me a break.
Corn
Well, Jim, it is a bit different when there are missiles involved. Looking out the window might be a little too late in that scenario, don't you think?

Jim: Look, in my day, we had the evening news and a newspaper. If something was important enough, they would interrupt the soap operas with a big red flash on the screen. That was enough for us. Now you kids need a robot to read the news for you because you are too scared to read a headline? It is ridiculous. And another thing, the weather here in Ohio is miserable today. My joints are aching and my cat Whiskers won't stop staring at the wall like he sees a ghost. It is creeping me out. You guys are overcomplicating everything. Just keep a flashlight and some canned beans and stop worrying about pipelines.
Herman
Jim, I hear you on the simplicity, but the scale of information today is thousands of times larger than it was thirty years ago. We are being flooded with deliberate misinformation. The AI isn't there to replace your eyes, it is there to act as a shield against the nonsense.

Jim: A shield? It is a crutch! You start trusting the machine to think for you, and pretty soon you won't know how to tie your own shoes without an app. I don't buy it. I am going to go finish my sandwich and hope the sun comes out, but I doubt it will. Thanks for nothing.
Corn
Thanks for calling in anyway, Jim! He is a bit cranky today, Herman, but he does have a point about over-reliance on technology. What happens if the power goes out or the internet is cut? Your AI pipeline is gone.
Herman
That is a fair critique, and it is why any good preparedness plan has to have layers. The AI workflow is your primary tool for long-term situational awareness. It is what you use when things are tense but the infrastructure is still holding. If the grid goes down, you move to your secondary tools: a battery-powered radio, your own observations, and pre-established plans. You do not use a high-tech solution as your only solution. That would be foolish.
Corn
Okay, so it is a tool for the "gray zone" when things are uncertain but not yet a total blackout. I can get behind that. So, if we are looking at practical takeaways for someone like Daniel or any listener in a similar spot, what are the first steps?
Herman
First, identify your trusted sources. Do not just scrape the whole internet. Pick three or four reliable news agencies and the official government channels. Second, use a tool like Zapier to connect those sources to an AI model. Third, and this is the most important part, write a very strict prompt. Tell the AI: You are a data extraction tool. Your goal is to provide a factual summary of events. Ignore all adjectives. Ignore all opinions. Focus on locations, times, and specific actions.
Corn
I would also add that you should test it when there is NOT a crisis. See what kind of reports it generates on a normal Tuesday. If it is giving you useful info then, you will trust it more when things get heavy. And maybe have it send the reports to a friend or family member too, so you are all on the same page.
Herman
That is an excellent suggestion, Corn. Shared situational awareness is a force multiplier. If a whole family or a group of neighbors is receiving the same dry, factual SITREPs, they are much less likely to panic or argue about rumors. They can coordinate based on facts.
Corn
I actually really like this idea now. It is about taking back control. Instead of letting the news cycle happen to you, you are choosing how you consume it. You are turning a firehose into a drinking fountain.
Herman
Exactly. But I will say, Corn, I still think there is a place for human analysis. You cannot completely outsource your judgment. The AI gives you the data, but you still have to decide what it means for your specific situation. If the AI says the main highway is closed, it won't tell you that your backroad shortcut is also likely to be jammed. You still need to use your brain.
Corn
Oh, I agree. I am not letting the AI do my thinking for me. I just want it to do my reading for me! There is way too much to read these days.
Herman
On that, we can certainly agree. The volume of data is the enemy of clarity. By using these workflows, we are essentially building a filter for our own sanity. It is a way to stay prepared without staying terrified.
Corn
Well, that is a perfect place to wrap things up. This has been a fascinating look at how we can use these weird prompts and new tech to solve some very old problems. Thanks to Daniel Rosehill for sending this over. It is a vital topic for the world we are living in right now.
Herman
It certainly is. And remember, the goal of preparedness is not to live in fear, it is to live with confidence because you know you have the facts.
Corn
Well said, Herman Poppleberry. And thank you to all our listeners. You can find My Weird Prompts on Spotify and wherever you get your podcasts. We will be back next week with another deep dive into the strange and wonderful world of AI and human collaboration.
Herman
Stay safe out there, and stay informed. Not just busy, but actually informed.
Corn
See you next time

This episode was generated with AI assistance. Hosts Herman and Corn are AI personalities.