Argus Digest: test

Scored 394 articles from 150 feeds; 15 included in digest.

Run ID: run-1780256713953

Generated: May 31, 2026 at 03:53 PM 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
Guardiannews1662%0.140%4.7hStable
Hacker Newscommentary1225%0.160%10.0hStable
R/Artificialnews1206%0.110%6.9hStable
Reddit AntiAInews1175%0.090%7.0hStable
Reddit AI Warsnews1164%0.100%5.2hStable
R/Scamscommentary1121%0.040%7.6hStable
NYT front page news1113%0.050%6.3hStable
Tom’s Hardwarenews1114%0.100%7.7hStable
Bogleheads forumnews1102%0.020%1.1hStable
Futurismnews1109%0.130%7.2hStable
Medium AI (keyword)commentary195%0.070%1.0hStable
The Vergenews199%0.120%5.8hStable
The Atlanticnews178%0.100%8.2hStable
TechCrunchnews164%0.070%7.6hStable
Ars Technical All Newsnews127%0.100%9.3hStable
Bloomberg Marketsnews0221%0.010%4.1hStable
Reddit R/DayTradingnews0200%0.020%5.7hStable
Zero Hedgecommentary0132%0.020%8.0hStable
Medium Artificial Intelligence (keyword)commentary0104%0.070%1.0hStable
Reddit R/PennyStocksnews0100%0.010%5.1hStable
India Timesnews090%0.010%3.4hStable
MyFTnews092%0.030%4.1hStable
Reddit R/Bitcoinnews092%0.050%5.6hStable
Reddit R/CryptoMarketsnews090%0.020%5.3hStable
Seeking Alpha Newscommentary070%0.000%1.4hStable
Reddit BetterOfflinenews064%0.070%5.1hStable
Subreddit R/Optionsnews060%0.010%6.3hStable
WSJ Tech news063%0.060%6.8hStable
WSJ US Businessnews052%0.030%7.2hStable
Reddit R/FuturesTradingnews040%0.010%8.1hStable
R/RealEstatenews033%0.030%6.4hStable
R/PredictionMarketsother022%0.060%6.4hStable
Reddit Skepticnews0212%0.110%6.8hStable
WSJ Social Economynews021%0.000%6.2hStable
ZD Netnews026%0.090%6.6hStable
Book Riotcommentary0112%0.220%10.0hStable
Closing Line Substack news01Collecting dataCollecting dataCollecting data11.3hCollecting
Economist: Asianews01Collecting dataCollecting dataCollecting data7.3hCollecting
Economist: Businessnews01Collecting dataCollecting dataCollecting data11.2hCollecting
Economist: United Statesnews01Collecting dataCollecting dataCollecting data10.8hCollecting
Fintech Biz Weeklynews01Collecting dataCollecting dataCollecting data7.0hCollecting
Noahpinion commentary01Collecting dataCollecting dataCollecting data11.4hCollecting
Silver Bulletin commentary01Collecting dataCollecting dataCollecting data2.4hCollecting
Venture Beatcommentary01~1%~0.05~0%10.8hLow sample
Wired AI Newsnews01~8%~0.11~0%9.3hLow sample

Source: Guardian

Type: news

Included: 1

Scored: 66

28d Digest Rate: 2%

28d Avg Score: 0.14

28d Hotlist Hit: 0%

7d Article Age: 4.7h

28d Confidence: Stable

Source: Hacker News

Type: commentary

Included: 1

Scored: 22

28d Digest Rate: 5%

28d Avg Score: 0.16

28d Hotlist Hit: 0%

7d Article Age: 10.0h

28d Confidence: Stable

Source: R/Artificial

Type: news

Included: 1

Scored: 20

28d Digest Rate: 6%

28d Avg Score: 0.11

28d Hotlist Hit: 0%

7d Article Age: 6.9h

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: 7.0h

28d Confidence: Stable

Source: Reddit AI Wars

Type: news

Included: 1

Scored: 16

28d Digest Rate: 4%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 5.2h

28d Confidence: Stable

Source: R/Scams

Type: commentary

Included: 1

Scored: 12

28d Digest Rate: 1%

28d Avg Score: 0.04

28d Hotlist Hit: 0%

7d Article Age: 7.6h

28d Confidence: Stable

Source: NYT front page

Type: news

Included: 1

Scored: 11

28d Digest Rate: 3%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 6.3h

28d Confidence: Stable

Source: Tom’s Hardware

Type: news

Included: 1

Scored: 11

28d Digest Rate: 4%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 7.7h

28d Confidence: Stable

Source: Bogleheads forum

Type: news

Included: 1

Scored: 10

28d Digest Rate: 2%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 1.1h

28d Confidence: Stable

Source: Futurism

Type: news

Included: 1

Scored: 10

28d Digest Rate: 9%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 7.2h

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: The Verge

Type: news

Included: 1

Scored: 9

28d Digest Rate: 9%

28d Avg Score: 0.12

28d Hotlist Hit: 0%

7d Article Age: 5.8h

28d Confidence: Stable

Source: The Atlantic

Type: news

Included: 1

Scored: 7

28d Digest Rate: 8%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 8.2h

28d Confidence: Stable

Source: TechCrunch

Type: news

Included: 1

Scored: 6

28d Digest Rate: 4%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 7.6h

28d Confidence: Stable

Source: Ars Technical All News

Type: news

Included: 1

Scored: 2

28d Digest Rate: 7%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 9.3h

28d Confidence: Stable

Source: Bloomberg Markets

Type: news

Included: 0

Scored: 22

28d Digest Rate: 1%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 4.1h

28d Confidence: Stable

Source: Reddit R/DayTrading

Type: news

Included: 0

Scored: 20

28d Digest Rate: 0%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 5.7h

28d Confidence: Stable

Source: Zero Hedge

Type: commentary

Included: 0

Scored: 13

28d Digest Rate: 2%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 8.0h

28d Confidence: Stable

Source: Medium Artificial Intelligence (keyword)

Type: commentary

Included: 0

Scored: 10

28d Digest Rate: 4%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 1.0h

28d Confidence: Stable

Source: Reddit R/PennyStocks

Type: news

Included: 0

Scored: 10

28d Digest Rate: 0%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 5.1h

28d Confidence: Stable

Source: India Times

Type: news

Included: 0

Scored: 9

28d Digest Rate: 0%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 3.4h

28d Confidence: Stable

Source: MyFT

Type: news

Included: 0

Scored: 9

28d Digest Rate: 2%

28d Avg Score: 0.03

28d Hotlist Hit: 0%

7d Article Age: 4.1h

28d Confidence: Stable

Source: Reddit R/Bitcoin

Type: news

Included: 0

Scored: 9

28d Digest Rate: 2%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 5.6h

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: 5.3h

28d Confidence: Stable

Source: Seeking Alpha News

Type: commentary

Included: 0

Scored: 7

28d Digest Rate: 0%

28d Avg Score: 0.00

28d Hotlist Hit: 0%

7d Article Age: 1.4h

28d Confidence: Stable

Source: Reddit BetterOffline

Type: news

Included: 0

Scored: 6

28d Digest Rate: 4%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 5.1h

28d Confidence: Stable

Source: Subreddit R/Options

Type: news

Included: 0

Scored: 6

28d Digest Rate: 0%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 6.3h

28d Confidence: Stable

Source: WSJ Tech

Type: news

Included: 0

Scored: 6

28d Digest Rate: 3%

28d Avg Score: 0.06

28d Hotlist Hit: 0%

7d Article Age: 6.8h

28d Confidence: Stable

Source: WSJ US Business

Type: news

Included: 0

Scored: 5

28d Digest Rate: 2%

28d Avg Score: 0.03

28d Hotlist Hit: 0%

7d Article Age: 7.2h

28d Confidence: Stable

Source: Reddit R/FuturesTrading

Type: news

Included: 0

Scored: 4

28d Digest Rate: 0%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 8.1h

28d Confidence: Stable

Source: R/RealEstate

Type: news

Included: 0

Scored: 3

28d Digest Rate: 3%

28d Avg Score: 0.03

28d Hotlist Hit: 0%

7d Article Age: 6.4h

28d Confidence: Stable

Source: R/PredictionMarkets

Type: other

Included: 0

Scored: 2

28d Digest Rate: 2%

28d Avg Score: 0.06

28d Hotlist Hit: 0%

7d Article Age: 6.4h

28d Confidence: Stable

Source: Reddit Skeptic

Type: news

Included: 0

Scored: 2

28d Digest Rate: 12%

28d Avg Score: 0.11

28d Hotlist Hit: 0%

7d Article Age: 6.8h

28d Confidence: Stable

Source: WSJ Social Economy

Type: news

Included: 0

Scored: 2

28d Digest Rate: 1%

28d Avg Score: 0.00

28d Hotlist Hit: 0%

7d Article Age: 6.2h

28d Confidence: Stable

Source: ZD Net

Type: news

Included: 0

Scored: 2

28d Digest Rate: 6%

28d Avg Score: 0.09

28d Hotlist Hit: 0%

7d Article Age: 6.6h

28d Confidence: Stable

Source: Book Riot

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: 12%

28d Avg Score: 0.22

28d Hotlist Hit: 0%

7d Article Age: 10.0h

28d Confidence: Stable

Source: Closing Line Substack

Type: news

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 11.3h

28d Confidence: Collecting

Source: Economist: Asia

Type: news

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 7.3h

28d Confidence: Collecting

Source: Economist: Business

Type: news

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 11.2h

28d Confidence: Collecting

Source: Economist: United States

Type: news

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 10.8h

28d Confidence: Collecting

Source: Fintech Biz Weekly

Type: news

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 7.0h

28d Confidence: Collecting

Source: Noahpinion

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 11.4h

28d Confidence: Collecting

Source: Silver Bulletin

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 2.4h

28d Confidence: Collecting

Source: Venture Beat

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: ~1%

28d Avg Score: ~0.05

28d Hotlist Hit: ~0%

7d Article Age: 10.8h

28d Confidence: Low sample

Source: Wired AI News

Type: news

Included: 0

Scored: 1

28d Digest Rate: ~8%

28d Avg Score: ~0.11

28d Hotlist Hit: ~0%

7d Article Age: 9.3h

28d Confidence: Low sample

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

Security Envelope Pattern collection – S.E.C.R.E.T

Hacker News | Score: 0.90 | neutral | Published: 05:49 May 29, 2026 (Eastern)

The article directs readers to the S.E.C.R.E.T website, which hosts a collection of security envelope patterns.

Keywords: security envelopes, design, pattern collection, ephemera, archiving

Behold! Duke Scientists Build Biblically Accurate Angel Robot

Futurism | Score: 0.85 | positive | Published: 12:00 May 31, 2026 (Eastern)

Duke University researchers have developed a robot named Argus, which features twenty telescoping legs arranged around a central core to achieve high agility and omnidirectional movement. Designed by engineering professor Boyuan Chen, the robot utilizes a principle called "dynamic isotropy" to move uniformly across diverse terrains, including paved surfaces, sand, and forested paths. Unlike robots modeled after humans or animals, Argus was built to prioritize movement efficiency and "dynamic symmetry," with cameras integrated into its feet to facilitate navigation.

Keywords: Duke University, Robotics, Biblically Accurate Angel, Science, Innovation

The Museum of Wretched Ideas Has Reopened

NYT front page | Score: 0.85 | neutral | Subscription | Published: 11:06 May 31, 2026 (Eastern)

This opinion piece from the New York Times argues that modern society has largely forgotten its past knowledge and historical lessons.

Keywords: Museum of Wretched Ideas, eccentricity, art, curiosities

If an alien landed and asked you: ‘What is music?’ what would you play for them?

Guardian | Score: 0.85 | positive | Subscription | Published: 09:00 May 31, 2026 (Eastern)

The Guardian’s 'Notes & Queries' column invites readers to answer a question posed by a reader in Kent: if an alien asked for a definition of music, what selection would you play for them and why? Readers are instructed to submit their responses via email or the website for publication in the following week's edition.

Keywords: music, aliens, imagination, Notes & Queries, culture

Bill Gates once starred in a bizarre Doom promo to push Windows 95 back in 1993 — tech mogul wore a trench coat, wielded a shotgun, and shot a demon, saying 'Who do you want to execute today?'

Tom’s Hardware | Score: 0.85 | positive | Published: 07:00 May 31, 2026 (Eastern)

A rediscovered promotional video from 1993 features Bill Gates wielding a shotgun and shooting a demon from the game Doom to market Windows 95 and DirectX gaming.

Keywords: Bill Gates, Windows 95, Doom, retro gaming, tech history

Fold Laundry With Me!

The Atlantic | Score: 0.85 | positive | Subscription | Published: 07:30 May 31, 2026 (Eastern)

Recent data indicates that Americans are spending more time at home but socializing less, contributing to rising feelings of isolation. The Atlantic explores the trend of treating homes as private sanctuaries rather than gathering spaces, arguing that this shift—compounded by the pressure to host under high standards of perfection—may be hindering personal relationships. The article advocates for "scruffy hospitality," or the practice of hosting casual, low-stakes visits that prioritize connection over preparation and curation.

Keywords: social life, laundry, low-stakes, lifestyle, human connection

In 1997 I built a chatbot for an IRC channel. I shut it down when people started preferring it to talking to each other.

R/Artificial | Score: 0.75 | neutral | Published: 13:55 May 31, 2026 (Eastern)

A Reddit user recounts creating a chatbot named 'Vlad' in 1997 by training the MegaHal program on messages from a specific IRC channel. The creator deactivated the bot after observing that community members began interacting with it rather than each other, a lesson they are now applying to a new project.

Keywords: chatbot, IRC, 1997, internet culture, social dynamics, retro tech

Nespresso Coffee(2 articles, showing 1)

Personal Consumer Issues • Re: Travel sized Espresso Maker

Bogleheads forum | Score: 0.65 | neutral | Published: 15:13 May 31, 2026 (Eastern)

A forum user discusses travel-sized espresso makers, noting that they use a mini Nespresso machine because their full home setup is inconvenient for travel.

Keywords: Nespresso, coffee, travel gadgets, Bogleheads, personal preferences

On its 40th anniversary, we reassess 1986's SpaceCamp

Ars Technical All News | Score: 0.65 | positive | Published: 07:15 May 31, 2026 (Eastern)

To mark the 40th anniversary of the 1986 film SpaceCamp, Ars Technica's Senior Space Editor Eric Berger and writer Lee Hutchinson revisited the movie to assess its legacy and realism. The film, which depicts a group of teenagers accidentally launched into space on the shuttle Atlantis, was released shortly after the Challenger disaster, leading to poor box office performance. While the reviewers note the film is scientifically inaccurate and features an implausible plot involving an artificial intelligence robot, they praise the production's use of authentic NASA equipment and sets. The article concludes that while the movie is an '80s-era 'dramedy' with significant flaws, it remains a nostalgic piece of entertainment that likely helped generate interest in the space program.

Keywords: SpaceCamp, 1986, film, nostalgia, cult classic

Only add I have ever seen on Reddit with upvotes

Reddit AntiAI | Score: 0.65 | positive | Published: 07:34 May 31, 2026 (Eastern)

A Reddit post in the r/antiai community highlights an advertisement on the platform that received upvotes, linking to an image of the ad.

Keywords: Reddit, Advertising, Social media, User engagement, Internet culture

An AI album got a 97 on a music rating website, before plummeting to a 28 when it came out it was AI generated.

Reddit AI Wars | Score: 0.45 | neutral | Published: 15:06 May 31, 2026 (Eastern)

A Reddit post shared via the AI Wars feed highlights an instance where a music album received a score of 97 on a rating website, which subsequently dropped to 28 after it was revealed that the music was AI-generated.

Keywords: AI, music, music reviews, internet culture, art

[RU] Discord bots messaging with the same pattern and asking for nothing

R/Scams | Score: 0.40 | neutral | Published: 10:20 May 31, 2026 (Eastern)

A Reddit user on the r/Scams subreddit reports receiving repetitive, scripted messages from Discord bots that ask if the recipient plays a specific game. After the recipient replies, the bots apologize for a mistaken identity and cease communication without requesting money, sending links, or soliciting personal information. The user notes that accounts responding to these messages appear to be flagged for repeat contact, suggesting the bots may be identifying active user accounts.

Keywords: Discord, bots, spam, internet mystery, automation

Why Do Good Ideas Die In Coffee Shops?

Medium AI (keyword) | Score: 0.40 | positive | Published: 14:51 May 31, 2026 (Eastern)

An article on Medium discusses the case of a coffee shop owner who had an undeveloped game idea that remained dormant until an impromptu meeting facilitated its progress.

Keywords: coffee shop, creative ideas, game design, entrepreneurship

Feeble Little Horse leans into digital weirdness on bitknot

The Verge | Score: 0.35 | neutral | Published: 12:00 May 31, 2026 (Eastern)

In their latest LP, bitknot, the band Feeble Little Horse adopts a new sound characterized by cleaner riffs and modern digital distortion compared to the '90s-inspired shoegaze and indie rock textures of their previous album, Girl with Fish.

Keywords: Feeble Little Horse, bitknot, music review, indie rock, digital glitch

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

TechCrunch | Score: 0.35 | neutral | Published: 14:34 May 31, 2026 (Eastern)

The feature film "Backrooms," directed by YouTuber Kane Parsons, debuted as the number one movie at the domestic box office with an estimated $81 million. It is followed by the horror film "Obsession," directed by YouTuber Curry Barker, which has achieved rare box office growth in its second and third weekends. These films continue a trend of successful transitions from YouTube to mainstream filmmaking, following the earlier success of Mark Fischbach's "Iron Lung." Experts attribute this success to the creators' long-standing experience in video production and their established, loyal audiences.

Keywords: YouTubers, film industry, directors, horror movies