I'm a news avoider, so I usually feel some smug self-satisfaction in those instances, but I wondered if there was a way to satisfy the urge to doomscroll without the anxiety.
My hypothesis: Apply a 40-year latency buffer. You get the intellectual stimulation of "Big Events" without the fog of war, because you know the world didn't end.
40 years creates a mirror between the Reagan Era and today. The parallels include celebrity populism, Cold War tensions (Soviets vs. Russia), and inflation economics.
The system ingests raw newspaper scans and uses a multi-step LLM pipeline to generate the daily edition:
OCR & Ingestion: Converts raw pixels to text.
Scoring: Grades events on metrics like Dramatic Irony and Name Recognition to surface stories that are interesting with hindsight. For example, a dry business blurb about Steve Jobs leaving Apple scores highly because the future context creates a narrative arc.
Objective Fact Extraction: Extracts a list of discrete, verifiable facts from the raw text.
Generation: Uses those extracted facts as the ground truth to write new headlines and story summaries.
I expected a zen experience. Instead, I got an entertaining docudrama. Historical events are surprisingly compelling when serialized over weeks.
For example, on Oct 7, 1985, Palestinian hijackers took over the cruise ship Achille Lauro. Reading this on a delay in 2025, the story unfolded over weeks: first they threw an American in a wheelchair overboard, then US fighter jets forced the escape plane to land, leading to a military standoff between US Navy SEALs and the Italian Air Force. Unbelievably, the US backed down, but the later diplomatic fallout led the Italian Prime Minister to resign.
It hits the dopamine receptors of the news cycle, but with the comfort of a known outcome.
Stack: React, Node.js (Caskada for the LLM pipeline orchestration), Gemini for OCR/Scoring.
Link: https://forty.news (No signup required, it's only if you want the stories emailed to you daily/weekly)
Secretary Margaret M. Heckler on Wednesday refused to impose an emergency ban on the use of antibiotics in animal feed. Mrs. Heckler denied a petition filed by the Natural Resources Defense Council (NRDC), which had sought to shorten the process by asking the secretary to declare an 'imminent hazard' to public health. Declaring an 'imminent hazard' would invoke emergency powers and allow an immediate ban. The NRDC contended that routine, low-level use of antibiotics in animal feed is allowing drug-resistant bacteria to enter the human food chain, weakening the ability of drugs to fight human disease. The NRDC sought a ban on the use of small amounts of penicillin and tetracycline. Mrs. Heckler's decision does not end the matter permanently, as the Food and Drug Administration (FDA) still can ban antibiotics in animal feed through administrative regulations. The issue of antibiotics in animal feed has already been under review at the FDA for more than eight years
Antibiotic resistance predicted all that time back
From the perspective of 2025, I can't help but think about the people I know today getting vocally angry about Israeli violence in the Gaza strip, and suggesting that this violence has implications for US politics - and I wonder how many of those people would be happy to throw an American in a wheelchair off a ship in the name of the Palestinian cause.
Reading the wikipedia article about this incident, https://en.wikipedia.org/wiki/Achille_Lauro_hijacking , it seems like the hijackers murdered the guy in a wheelchair before they threw his body off the ship, and it's possible but unproven that they picked him in particular either because he was Jewish or because he was in a wheelchair. The hijackers involved were given long prison sentences, but many of them were released decades ago and have fought against US in other ways since then.
I mostly think of the Israel/Palestine conflict as one that I have no dog in - I'm not Jewish, Israeli, or Palestinian myself and have no ties to the region. Nonetheless, pro-Palestine political messaging is something that happens around me all the time today, and knowing that the conflict was happening 40 years ago and that some of the same things that were happening then are akin to what is happening now colors my opinion of what is happening now.
https://www.youtube.com/shorts/7okhHGRgfpQ
The Achille Lauro episode was an example of Italy choosing what's best for the region rather than what's best for the people across the Atlantic. Hundreds of hostages' lives were saved by the actions of the Italian Government that day.
For context, in the post WW2 era, hundreds of Italian civilians were killed in accidents caused by US military operations in Italy, and our spineless leaders did nothing. In many cases they actively helped covering up the truth. Two of many examples:
https://en.wikipedia.org/wiki/Itavia_Flight_870
https://en.wikipedia.org/wiki/1998_Cavalese_cable_car_crash
It was far worse for the people on that cable car. It was awful then and still awful now.
I'm quite unsure what this is trying to imply. Israel committed genocide in Gaza, this much is established, and even the skeptics about the word "genocide" admit at least "war crimes". How does knowing that there terrorists from that place murdererd a person in a wheelchair in 1985 change one's view about that?!
May I remind you that Israel murdered over one hundred people in Gaza for over two years. Some of those were even in wheelchairs. Would you like a link to videos, uncensored ones? Double-tap attacks on hospitals? Maybe the screams will not let you sleep at night.
--
Nobody sane would perform the reasoning "Irish terrorists killed hundreds of British people in the 70s and 80s" ergo "the British army should destroy 85% of buildings in Ireland". But apparently s/Ireland/Palestine/ and it's a normal acceptable thing to say!
Finally, "suggesting that this violence has implications for US politics", of course it does. Israel is a major US ally and gets billions of dollars in funding. Of course it has implications on US policy, from diplomacy to finance.
Palestina-Syria was a term coined for the region by Emperor Hadrian after the destruction of the Second Temple, so 40 years is nothing in the timeline of this whole conflict. The modern Zionism goes back to the 19th Century and the Israel occupation and oppression of Palestinians at least to 1948. So no, this skirmosh at the sea gave you very litlle understanding of why things are like they are, why the violence continues and how US has been funding this conflict the whole time.
If you actually want to understand what this conflict feels for a regular Palestinian just trying to live, listen this interview: https://pca.st/episode/4f0099d2-2c6e-4751-b1e1-e0913fa25734
or Israelis 40 years ago today
or 75 years ago
or Palestinian Jews 100 years ago
etc
It's really just a question of if collective punishment is ethical, which I say it isn't, and whether genocide is ever justifiable, which I say it isn't.
There were always peaks where different people held different opinions about the conflict. When they were startups, they'd be vocal about genocide or say, renting out stolen land on Airbnb. As they become bigger and raise more money, they start taking selfies with Voldemort.
Not sure I follow. Are you upset at the Pro-Palestinians? Today? Do you think that throwing a person in a wheelchair off a boat makes it ok to be silent about Israel's genocide? or makes Pro-Palestinians bad?
Your opinions of what is happening now should be a bit more comprehensive and in-depth than the opinions and perceptions of the public from 40 years ago. Social media as it is known today was non-existant. And news in mainstream media was well controlled and manipulated, and less independent, yet had the facade of professionalism and integrity. So there was a lot of news about Palestinians that just were not reported, and if they were reported, were in subdued form.
Ok, so I'm squinting my eyes and trying to imagine...Ok, so I'm an American in the 1940s just reading a news article about the discovery of extermination camps in Germany by allied forces. They just discovered these camps and they don't know yet quite how many people were killed. WW2 has just ended, information is just coming out, slowly. Incidentally I also subscribed to a magazine that prints daily news from 28-30 years ago and I coincidentally also just read, in a news items from 1915-1917, that some group of people calling themselves Zionists, whatever that means, killed a Swedish anthropologist in Palestine who was living with a Arab tribe that was being harrased by the group when attempting to intercede on the tribe's behalf.
And I'm supposed to think what exactly from these two tidbits of information? That Jews seem to have been on this violent chosen people gambit for a quite a long time and that the Nazis had a point?
Or maybe instead of answering that you can just ask the one in three Jews in New York who voted a pro-palestinian mayor into office why they didn't know any better. New York, incidentally a city that supposedly only rivals Tel Aviv in the number of Jewish residents residing in it.
Forty years. What lives they could have led, people they would have loved and been loved by. For their family, so many years of grief.
Thank you for this project.
RIP to all those innocent people.
you can check in a public library or https://google.com
Deleted Comment
Deleted Comment
Deleted Comment
― Nassim Nicholas Taleb, The Bed of Procrustes: Philosophical and Practical Aphorisms
Back when tech was this niche thing 20+ years ago, media's illiteracy on the matter was forgivable. Now that it's omnipresent and represents a huge portion of the economy, not so much. Yet the accuracy of the reporting on events that I have familiarity with has barely improved.*
* Acknowledging that this is subjective and I don't have any way to quantify it.
https://news.ycombinator.com/front?day=2025-11-16
The background that’s alleged to have inspired this may not have even taken place. And if it at all did then I reckon it ought to inspire further dread. You get the intellectual simulation of “Big Events” with as much fog present as is in news today! And the onset of the end begins to feel like a 40-year-long screaming halt to civilization as you knew it!
This bites!
[1]: Take this link to what I believe is the source for the story on The Order member Mark Franklin Jones’s testimony for example https://newspaperarchive.com/walla-walla-union-bulletin-nov-... (Hacker News does not allow images in comments so I can not point to the replication of the story on forty.news).
If something isn't worth knowing about one month later, it probably wasn't news in the first place.
If you really want to understand issues you will do it by spending the time (probably less time) you spend on reading the new on reading books instead.
“Opposition leader Aquino” in article without any other context could be confusing