Argus Digest: test

Scored 261 articles from 150 feeds; 15 included in digest.

Run ID: run-1780212881515

Generated: May 31, 2026 at 03:40 AM ET

Summaries: gemini-flash-lite-latest; enrichment 15/15 succeeded

Source Contribution
Source contribution summary for this digest
SourceTypeIncludedScored28d Digest Rate28d Avg Score28d Hotlist Hit7d Article Age28d Confidence
Guardiannews1292%0.140%4.9hStable
Hacker Newscommentary1235%0.160%9.7hStable
R/Scamscommentary1211%0.040%7.4hStable
Reddit AI Warsnews1183%0.100%5.2hStable
R/Artificialnews1176%0.100%6.2hStable
Reddit AntiAInews1175%0.090%7.2hStable
Medium Artificial Intelligence (keyword)commentary1104%0.070%1.0hStable
NYT front page news1103%0.050%6.2hStable
Medium AI (keyword)commentary195%0.070%1.0hStable
R/RealEstatenews153%0.030%6.4hStable
Outside Law School Scam - Commentscommentary14Collecting dataCollecting dataCollecting data21.7hCollecting
R/PredictionMarketsother122%0.060%6.3hStable
Reddit Skepticnews1211%0.110%6.8hStable
TechCrunchnews124%0.070%5.9hStable
WSJ US Businessnews122%0.030%7.1hStable
Zero Hedgecommentary0142%0.020%7.1hStable
MyFTnews0112%0.030%4.1hStable
Reddit R/DayTradingnews0110%0.020%5.4hStable
Bloomberg Marketsnews0101%0.010%4.0hStable
Bogleheads forumnews0102%0.020%1.0hStable
Reddit R/CryptoMarketsnews090%0.020%5.8hStable
India Timesnews060%0.010%5.7hStable
Reddit R/PennyStocksnews050%0.010%5.7hStable
Reddit R/Bitcoinnews042%0.060%5.5hStable
Subreddit R/Optionsnews040%0.010%6.4hStable
WSJ Tech news023%0.060%5.9hStable
Reddit BetterOfflinenews014%0.070%5.8hStable
Reddit R/Ethereumnews01~1%~0.04~0%5.2hLow sample
Seeking Alpha Newscommentary010%0.000%1.4hStable
WSJ Social Economynews011%0.000%6.5hStable

Source: Guardian

Type: news

Included: 1

Scored: 29

28d Digest Rate: 2%

28d Avg Score: 0.14

28d Hotlist Hit: 0%

7d Article Age: 4.9h

28d Confidence: Stable

Source: Hacker News

Type: commentary

Included: 1

Scored: 23

28d Digest Rate: 5%

28d Avg Score: 0.16

28d Hotlist Hit: 0%

7d Article Age: 9.7h

28d Confidence: Stable

Source: R/Scams

Type: commentary

Included: 1

Scored: 21

28d Digest Rate: 1%

28d Avg Score: 0.04

28d Hotlist Hit: 0%

7d Article Age: 7.4h

28d Confidence: Stable

Source: Reddit AI Wars

Type: news

Included: 1

Scored: 18

28d Digest Rate: 3%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 5.2h

28d Confidence: Stable

Source: R/Artificial

Type: news

Included: 1

Scored: 17

28d Digest Rate: 6%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 6.2h

28d Confidence: Stable

Source: Reddit AntiAI

Type: news

Included: 1

Scored: 17

28d Digest Rate: 5%

28d Avg Score: 0.09

28d Hotlist Hit: 0%

7d Article Age: 7.2h

28d Confidence: Stable

Source: Medium Artificial Intelligence (keyword)

Type: commentary

Included: 1

Scored: 10

28d Digest Rate: 4%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 1.0h

28d Confidence: Stable

Source: NYT front page

Type: news

Included: 1

Scored: 10

28d Digest Rate: 3%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 6.2h

28d Confidence: Stable

Source: Medium AI (keyword)

Type: commentary

Included: 1

Scored: 9

28d Digest Rate: 5%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 1.0h

28d Confidence: Stable

Source: R/RealEstate

Type: news

Included: 1

Scored: 5

28d Digest Rate: 3%

28d Avg Score: 0.03

28d Hotlist Hit: 0%

7d Article Age: 6.4h

28d Confidence: Stable

Source: Outside Law School Scam - Comments

Type: commentary

Included: 1

Scored: 4

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 21.7h

28d Confidence: Collecting

Source: R/PredictionMarkets

Type: other

Included: 1

Scored: 2

28d Digest Rate: 2%

28d Avg Score: 0.06

28d Hotlist Hit: 0%

7d Article Age: 6.3h

28d Confidence: Stable

Source: Reddit Skeptic

Type: news

Included: 1

Scored: 2

28d Digest Rate: 11%

28d Avg Score: 0.11

28d Hotlist Hit: 0%

7d Article Age: 6.8h

28d Confidence: Stable

Source: TechCrunch

Type: news

Included: 1

Scored: 2

28d Digest Rate: 4%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 5.9h

28d Confidence: Stable

Source: WSJ US Business

Type: news

Included: 1

Scored: 2

28d Digest Rate: 2%

28d Avg Score: 0.03

28d Hotlist Hit: 0%

7d Article Age: 7.1h

28d Confidence: Stable

Source: Zero Hedge

Type: commentary

Included: 0

Scored: 14

28d Digest Rate: 2%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 7.1h

28d Confidence: Stable

Source: MyFT

Type: news

Included: 0

Scored: 11

28d Digest Rate: 2%

28d Avg Score: 0.03

28d Hotlist Hit: 0%

7d Article Age: 4.1h

28d Confidence: Stable

Source: Reddit R/DayTrading

Type: news

Included: 0

Scored: 11

28d Digest Rate: 0%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 5.4h

28d Confidence: Stable

Source: Bloomberg Markets

Type: news

Included: 0

Scored: 10

28d Digest Rate: 1%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 4.0h

28d Confidence: Stable

Source: Bogleheads forum

Type: news

Included: 0

Scored: 10

28d Digest Rate: 2%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 1.0h

28d Confidence: Stable

Source: Reddit R/CryptoMarkets

Type: news

Included: 0

Scored: 9

28d Digest Rate: 0%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 5.8h

28d Confidence: Stable

Source: India Times

Type: news

Included: 0

Scored: 6

28d Digest Rate: 0%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 5.7h

28d Confidence: Stable

Source: Reddit R/PennyStocks

Type: news

Included: 0

Scored: 5

28d Digest Rate: 0%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 5.7h

28d Confidence: Stable

Source: Reddit R/Bitcoin

Type: news

Included: 0

Scored: 4

28d Digest Rate: 2%

28d Avg Score: 0.06

28d Hotlist Hit: 0%

7d Article Age: 5.5h

28d Confidence: Stable

Source: Subreddit R/Options

Type: news

Included: 0

Scored: 4

28d Digest Rate: 0%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 6.4h

28d Confidence: Stable

Source: WSJ Tech

Type: news

Included: 0

Scored: 2

28d Digest Rate: 3%

28d Avg Score: 0.06

28d Hotlist Hit: 0%

7d Article Age: 5.9h

28d Confidence: Stable

Source: Reddit BetterOffline

Type: news

Included: 0

Scored: 1

28d Digest Rate: 4%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 5.8h

28d Confidence: Stable

Source: Reddit R/Ethereum

Type: news

Included: 0

Scored: 1

28d Digest Rate: ~1%

28d Avg Score: ~0.04

28d Hotlist Hit: ~0%

7d Article Age: 5.2h

28d Confidence: Low sample

Source: Seeking Alpha News

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: 0%

28d Avg Score: 0.00

28d Hotlist Hit: 0%

7d Article Age: 1.4h

28d Confidence: Stable

Source: WSJ Social Economy

Type: news

Included: 0

Scored: 1

28d Digest Rate: 1%

28d Avg Score: 0.00

28d Hotlist Hit: 0%

7d Article Age: 6.5h

28d Confidence: Stable

Scored by: gemini-flash-lite-latest (google)

I found a seashell in the middle of the desert

Hacker News | Score: 0.98 | positive | Published: 22:49 May 28, 2026 (Eastern)

An individual who discovered a seashell-shaped rock in the Alghat desert of Saudi Arabia attempts to identify the fossil by applying morphological analysis. Using a dataset of over 59,000 shell images, the author utilizes Principal Component Analysis to map shell shapes into a latent space, which is then used to compare the fossil to known species. The analysis identifies a resemblance to Sphincterochila candidissima, though the author notes that morphology alone is insufficient for precise lineage identification and suggests the similarity may be due to convergent evolution.

Keywords: seashell, desert, coincidence, mystery, curiosity

Trying to learn how to draw. If you like my artstyle I'll draw for you for free đź©·đź©·

Reddit AntiAI | Score: 0.85 | positive | Published: 21:24 May 30, 2026 (Eastern)

A Reddit user, Still-Theory-1279, posted to the r/antiai community announcing they are learning how to draw and offering to create free art for those interested in their style.

Keywords: art, drawing, hobby, creativity, community

Pantries can be time machines. An expired tin of lychees moved house with us – twice

Guardian | Score: 0.85 | positive | Subscription | Published: 16:00 May 30, 2026 (Eastern)

Reflecting on the passage of time, the author recounts personal memories involving expired pantry items and aging family members. Drawing parallels between their grandmother's historical habits and their own experience moving a tin of expired lychees through multiple homes, the author explores how the perception of time shifts with age and maturity. The piece concludes with the author observing similar behaviors in their parents' household, noting the cycle of understanding that develops over generations.

Keywords: nostalgia, pantry, childhood memory, expired food, whimsy

Senator Dan Sullivan Has a New Challenger in Alaska: Dan Sullivan

NYT front page | Score: 0.65 | neutral | Subscription | Published: 18:31 May 30, 2026 (Eastern)

In Alaska, two candidates sharing the name Dan Sullivan are running for the same Senate seat in the state's primary, a situation one Republican official noted will likely cause voter confusion.

Keywords: Alaska, Dan Sullivan, Election, Ballot, Coincidence

Why I Keep Arguing With My AI Toaster, an anecdotal discussion from the side of Divergence and why I still keep using it.

R/Artificial | Score: 0.65 | positive | Published: 19:22 May 30, 2026 (Eastern)

A Reddit user shares their experience using AI, describing it as an inconsistent tool that they treat like a pet rather than an equal. The author reports that the AI often struggles with complex or parallel thought, frequently misinterprets instructions, and defaults to restrictive programming guardrails. Despite these challenges and the need to frequently correct the system, the author finds the AI useful as a scratchpad for managing ADHD-related memory issues and as a tool for translating their thoughts into more linear, literal language.

Keywords: AI, personification, humor, anecdote, human-computer interaction

This album got rave reviews before people started accusing it of being AI. Now people are downvote bombing it just for supposedly being AI.

Reddit AI Wars | Score: 0.15 | negative | Published: 15:54 May 30, 2026 (Eastern)

A Reddit post from the r/aiwars subreddit discusses an album that received positive reviews until it was accused of being created with artificial intelligence, leading to subsequent negative feedback and downvoting.

Keywords: AI, music, online controversy, downvote bombing, Reddit

I Spent Two Years Being Understood by Something That Doesn’t Understand Anything

Medium Artificial Intelligence (keyword) | Score: 0.15 | neutral | Published: 02:58 May 31, 2026 (Eastern)

This article explores the author's two-year experience using AI for therapy, examining the nature of emotional feedback from systems and the potential for these interactions to become restrictive.

Keywords: AI therapy, emotional intelligence, human-computer interaction, mental health, artificial intelligence

KĂĽnstliche Spiegelwelten: Wie KI unser Selbstbild formt

Medium AI (keyword) | Score: 0.15 | neutral | Published: 02:54 May 31, 2026 (Eastern)

This article explores how the integration of artificial intelligence tools, such as text generators like Gemini and image generators like DALL-E, influences individual self-perception.

Keywords: AI, Artificial Intelligence, Self-perception, DALL-E, Gemini, Digital identity

I built a free World Cup 2026 bracket simulator (48 teams, 12 groups, best third-place math, full knockout tree)

R/PredictionMarkets | Score: 0.15 | neutral | Published: 22:09 May 30, 2026 (Eastern)

Reddit user /u/Ok-Indication-6241 has created a free simulator for the 2026 World Cup that accounts for the tournament's 48-team, 12-group format and third-place qualification math. The tool features an interactive bracket that updates in real time based on group results.

Keywords: World Cup 2026, simulator, bracket, sports tech, prediction markets

This weekend’s two biggest movies were both directed by YouTubers

TechCrunch | Score: 0.15 | neutral | Published: 17:12 May 30, 2026 (Eastern)

The box office this weekend is led by two horror films directed by former YouTube creators: Kane Parsons’ "Backrooms," which earned $38 million on its opening Friday, and Curry Barker’s "Obsession," which has seen rare weekend-over-weekend growth. These successes follow the performance of Mark Fischbach's "Iron Lung," continuing a trend of YouTubers transitioning to mainstream filmmaking. Industry observers attribute this success to the filmmakers' longevity on social media platforms and their ability to cultivate loyal, consistent audiences.

Keywords: YouTubers, Film industry, Horror movies, Content creators

The Family Farmers Making More From Clicks Than Crops

WSJ US Business | Score: 0.15 | neutral | Subscription | Published: 20:00 May 30, 2026 (Eastern)

A growing number of farmers are utilizing social-media popularity to navigate a difficult economic environment for the agricultural industry.

Keywords: farmers, social media, influencer, agriculture, content creation

Have you experienced paranormal events by nature of your profession?

Reddit Skeptic | Score: 0.15 | neutral | Published: 01:22 May 31, 2026 (Eastern)

A Reddit user posted a request in the r/skeptic community asking professionals who work near death—such as doctors, nurses, morgue attendants, and cemetery workers—to share whether their experiences have influenced their perspective on the paranormal.

Keywords: paranormal, Reddit, healthcare professionals, skepticism, supernatural

Odd question, but is it taboo to let the previous owners see inside the house we bought from them?

R/RealEstate | Score: 0.15 | neutral | Published: 14:21 May 30, 2026 (Eastern)

A Reddit user asks for community input on whether it is appropriate to invite the previous owner of their home inside when she arrives to collect misdirected mail.

Keywords: social etiquette, homeowners, real estate, personal boundaries

Paducah Local History(2 articles, showing 1)

They opened one in Paducah years ago. It didn'...

Outside Law School Scam - Comments | Score: 0.10 | neutral | Published: 17:40 May 27, 2026 (Eastern)

Alabama has joined Texas and Florida in removing the American Bar Association (ABA) accreditation requirement for bar admission, allowing graduates from various state-accredited or unaccredited schools to qualify. Concurrently, the ABA has revoked its diversity requirement for accredited schools following federal pressure, though its future as an accrediting body remains uncertain. The article questions what future accreditation standards or systems might replace the current framework.

Keywords: Paducah, business, local history

Someone put a very crude website up for a non-existent pest control company with my home address all over the website

R/Scams | Score: 0.10 | negative | Published: 22:06 May 30, 2026 (Eastern)

A Reddit user reports that their home address is being used on a fraudulent, crudely designed pest control company website featuring AI-generated images and incomplete placeholder text. The user notes that the business is not registered with the state, the domain uses a privacy-protected registrar, and they are seeking advice on how to address the situation and determine if this is an evolving scam.

Keywords: scam, internet privacy, fraud, pest control, identity