Argus Digest: test

Scored 226 articles from 150 feeds; 15 included in digest.

Run ID: run-1784576978411

Generated: July 20, 2026 at 03:54 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
Guardiannews1104%0.130%10.7hStable
Hacker Newscommentary1107%0.170%2.0dStable
NYT front page news1106%0.050%6.4hStable
TechCrunchnews1107%0.070%8.0hStable
The Atlanticnews11011%0.100%8.9hStable
The Vergenews11013%0.140%10.0hStable
Tom’s Hardwarenews1108%0.130%9.0hStable
Medium AI (keyword)commentary198%0.070%0.9hStable
The Onionnews1918%0.430%7.0hStable
Reddit R/Bitcoinnews18~5%~0.05~0%7.7hLow sample
Book Riotcommentary1715%0.210%10.0hStable
Seeking Alpha Newscommentary172%0.010%1.4hStable
Atlas Obscuracommentary16~33%~0.65~0%11.9hLow sample
WSJ Tech news135%0.040%7.1hStable
Economist: Sci & Technews11Collecting dataCollecting dataCollecting data11.9hCollecting
Bloomberg Marketsnews0101%0.010%6.3hStable
Bogleheads forumnews0104%0.030%1.1hStable
Medium Artificial Intelligence (keyword)commentary0107%0.070%0.9hStable
MyFTnews0104%0.030%3.9hStable
WSJ US Businessnews0106%0.040%7.2hStable
Zero Hedgecommentary0102%0.020%10.4hStable
ZD Netnews089%0.080%7.6hStable
Futurismnews059%0.090%7.7hStable
Ars Technical All Newsnews0413%0.090%9.0hStable
India Timesnews042%0.010%4.1hStable
Venture Beatcommentary04~4%~0.04~0%8.7hLow sample
WSJ Social Economynews032%0.010%6.9hStable
a16zother03Collecting dataCollecting dataCollecting data5.7hCollecting
FT Alphavillenews02~9%~0.08~0%6.3hLow sample
Reddit R/Ethereumnews02~4%~0.03~0%5.2hLow sample
Ars Technica All Featuresnews01Collecting dataCollecting dataCollecting data9.0hCollecting
Closing Line Substack news01Collecting dataCollecting dataCollecting data8.8hCollecting
Daring Fireballcommentary01~20%~0.13~0%5.4hLow sample
Economist: Businessnews01Collecting dataCollecting dataCollecting data7.2hCollecting
Economist: Chinanews01Collecting dataCollecting dataCollecting data5.8hCollecting
Economist: Europenews01Collecting dataCollecting dataCollecting data9.3hCollecting
Hugging Facecommentary01Collecting dataCollecting dataCollecting data8.3hCollecting
IEEE Computingresearch01Collecting dataCollecting dataCollecting data6.8hCollecting
IEEE Semiconductors research01Collecting dataCollecting dataCollecting dataNo recent dataCollecting
Next Event Horizon Substacknews01Collecting dataCollecting dataCollecting data7.4hCollecting
Popular Information Substacknews01Collecting dataCollecting dataCollecting data9.5hCollecting

Source: Guardian

Type: news

Included: 1

Scored: 10

28d Digest Rate: 4%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 10.7h

28d Confidence: Stable

Source: Hacker News

Type: commentary

Included: 1

Scored: 10

28d Digest Rate: 7%

28d Avg Score: 0.17

28d Hotlist Hit: 0%

7d Article Age: 2.0d

28d Confidence: Stable

Source: NYT front page

Type: news

Included: 1

Scored: 10

28d Digest Rate: 6%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 6.4h

28d Confidence: Stable

Source: TechCrunch

Type: news

Included: 1

Scored: 10

28d Digest Rate: 7%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 8.0h

28d Confidence: Stable

Source: The Atlantic

Type: news

Included: 1

Scored: 10

28d Digest Rate: 11%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 8.9h

28d Confidence: Stable

Source: The Verge

Type: news

Included: 1

Scored: 10

28d Digest Rate: 13%

28d Avg Score: 0.14

28d Hotlist Hit: 0%

7d Article Age: 10.0h

28d Confidence: Stable

Source: Tom’s Hardware

Type: news

Included: 1

Scored: 10

28d Digest Rate: 8%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 9.0h

28d Confidence: Stable

Source: Medium AI (keyword)

Type: commentary

Included: 1

Scored: 9

28d Digest Rate: 8%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 0.9h

28d Confidence: Stable

Source: The Onion

Type: news

Included: 1

Scored: 9

28d Digest Rate: 18%

28d Avg Score: 0.43

28d Hotlist Hit: 0%

7d Article Age: 7.0h

28d Confidence: Stable

Source: Reddit R/Bitcoin

Type: news

Included: 1

Scored: 8

28d Digest Rate: ~5%

28d Avg Score: ~0.05

28d Hotlist Hit: ~0%

7d Article Age: 7.7h

28d Confidence: Low sample

Source: Book Riot

Type: commentary

Included: 1

Scored: 7

28d Digest Rate: 15%

28d Avg Score: 0.21

28d Hotlist Hit: 0%

7d Article Age: 10.0h

28d Confidence: Stable

Source: Seeking Alpha News

Type: commentary

Included: 1

Scored: 7

28d Digest Rate: 2%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 1.4h

28d Confidence: Stable

Source: Atlas Obscura

Type: commentary

Included: 1

Scored: 6

28d Digest Rate: ~33%

28d Avg Score: ~0.65

28d Hotlist Hit: ~0%

7d Article Age: 11.9h

28d Confidence: Low sample

Source: WSJ Tech

Type: news

Included: 1

Scored: 3

28d Digest Rate: 5%

28d Avg Score: 0.04

28d Hotlist Hit: 0%

7d Article Age: 7.1h

28d Confidence: Stable

Source: Economist: Sci & Tech

Type: news

Included: 1

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 11.9h

28d Confidence: Collecting

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: 6.3h

28d Confidence: Stable

Source: Bogleheads forum

Type: news

Included: 0

Scored: 10

28d Digest Rate: 4%

28d Avg Score: 0.03

28d Hotlist Hit: 0%

7d Article Age: 1.1h

28d Confidence: Stable

Source: Medium Artificial Intelligence (keyword)

Type: commentary

Included: 0

Scored: 10

28d Digest Rate: 7%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 0.9h

28d Confidence: Stable

Source: MyFT

Type: news

Included: 0

Scored: 10

28d Digest Rate: 4%

28d Avg Score: 0.03

28d Hotlist Hit: 0%

7d Article Age: 3.9h

28d Confidence: Stable

Source: WSJ US Business

Type: news

Included: 0

Scored: 10

28d Digest Rate: 6%

28d Avg Score: 0.04

28d Hotlist Hit: 0%

7d Article Age: 7.2h

28d Confidence: Stable

Source: Zero Hedge

Type: commentary

Included: 0

Scored: 10

28d Digest Rate: 2%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 10.4h

28d Confidence: Stable

Source: ZD Net

Type: news

Included: 0

Scored: 8

28d Digest Rate: 9%

28d Avg Score: 0.08

28d Hotlist Hit: 0%

7d Article Age: 7.6h

28d Confidence: Stable

Source: Futurism

Type: news

Included: 0

Scored: 5

28d Digest Rate: 9%

28d Avg Score: 0.09

28d Hotlist Hit: 0%

7d Article Age: 7.7h

28d Confidence: Stable

Source: Ars Technical All News

Type: news

Included: 0

Scored: 4

28d Digest Rate: 13%

28d Avg Score: 0.09

28d Hotlist Hit: 0%

7d Article Age: 9.0h

28d Confidence: Stable

Source: India Times

Type: news

Included: 0

Scored: 4

28d Digest Rate: 2%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 4.1h

28d Confidence: Stable

Source: Venture Beat

Type: commentary

Included: 0

Scored: 4

28d Digest Rate: ~4%

28d Avg Score: ~0.04

28d Hotlist Hit: ~0%

7d Article Age: 8.7h

28d Confidence: Low sample

Source: WSJ Social Economy

Type: news

Included: 0

Scored: 3

28d Digest Rate: 2%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 6.9h

28d Confidence: Stable

Source: a16z

Type: other

Included: 0

Scored: 3

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 5.7h

28d Confidence: Collecting

Source: FT Alphaville

Type: news

Included: 0

Scored: 2

28d Digest Rate: ~9%

28d Avg Score: ~0.08

28d Hotlist Hit: ~0%

7d Article Age: 6.3h

28d Confidence: Low sample

Source: Reddit R/Ethereum

Type: news

Included: 0

Scored: 2

28d Digest Rate: ~4%

28d Avg Score: ~0.03

28d Hotlist Hit: ~0%

7d Article Age: 5.2h

28d Confidence: Low sample

Source: Ars Technica All Features

Type: news

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 9.0h

28d Confidence: Collecting

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: 8.8h

28d Confidence: Collecting

Source: Daring Fireball

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: ~20%

28d Avg Score: ~0.13

28d Hotlist Hit: ~0%

7d Article Age: 5.4h

28d Confidence: Low sample

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: 7.2h

28d Confidence: Collecting

Source: Economist: China

Type: news

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 5.8h

28d Confidence: Collecting

Source: Economist: Europe

Type: news

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 9.3h

28d Confidence: Collecting

Source: Hugging Face

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 8.3h

28d Confidence: Collecting

Source: IEEE Computing

Type: research

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 6.8h

28d Confidence: Collecting

Source: IEEE Semiconductors

Type: research

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: No recent data

28d Confidence: Collecting

Source: Next Event Horizon 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: 7.4h

28d Confidence: Collecting

Source: Popular Information 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: 9.5h

28d Confidence: Collecting

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

Study Finds There Aren’t Enough Occasions Where You Get To Eat Rolls

The Onion | positive | Published: 09:00 Jul 20, 2026 (Eastern)

A study from Cornell University suggests that there are insufficient social occasions for consuming rolls. Researchers found that while rolls are popular during holidays and at steakhouses, there is a broad public desire for more frequent opportunities to encounter them. The study notes that current offerings are inadequate and proposes new potential occasions for serving rolls, such as holidays or recurring theme days.

Keywords: bread, rolls, Cornell University, satire, food culture

Satan's 19th-Century Bank Note (2017)

Hacker News | neutral | Published: 21:31 Jul 19, 2026 (Eastern)

This History Today article, sourced from Hacker News, examines the historical context of a 19th-century bank note associated with imagery of Satan.

Keywords: Satan, bank note, 19th century, historical curiosity, numismatics

Barcelona's streets already had a Bitcoin mapped into them. Last night its players stood their ground and mapped their way to a World Cup 👏 🏃💨

Reddit R/Bitcoin | positive | Published: 10:42 Jul 20, 2026 (Eastern)

A Reddit post from the r/Bitcoin community highlights a past GPS art project where a Bitcoin logo was traced via cycling routes through the streets of Barcelona.

Keywords: GPS art, Barcelona, Bitcoin, cycling, whimsical

3D printing enthusiast resurrects cancelled dbrand Steam Machine Companion Cube as DIY project — project shelved due to copyright can now be made and assembled at home

Tom’s Hardware | positive | Published: 07:25 Jul 20, 2026 (Eastern)

A 3D printing enthusiast has created a DIY version of dbrand's cancelled Steam Machine Companion Cube, allowing the project to be assembled at home despite its previous shelving due to copyright issues.

Keywords: 3D printing, Steam Machine, Companion Cube, DIY, gaming culture

Whimsical Wordless Picture Books

Book Riot | positive | Published: 06:00 Jul 20, 2026 (Eastern)

This Book Riot article discusses the collaborative storytelling potential of wordless picture books, noting that they allow readers of all literacy levels to interpret narratives through illustrations. The author provides a curated list of whimsical wordless picture books, including 'The Octopus' by Guojing, 'The Last Zookeeper' by Aaron Becker, 'Flotsam' by David Wiesner, and 'Viewfinder' by Christine D. U. Chung and Salwa Majoka, highlighting the visual storytelling and themes present in each title.

Keywords: wordless picture books, whimsy, artwork, children's literature

Saihō-ji in Kyoto, Japan

Atlas Obscura | positive | Published: 11:04 Jul 20, 2026 (Eastern)

Saihō-ji, also known as Kokedera or the Moss Temple, is a Rinzai Zen Buddhist temple in Kyoto, Japan, famous for its garden of over 120 varieties of moss. To maintain a quiet, spiritual environment, the temple requires visitors to make advance reservations and participate in activities such as copying sutras before entering the garden. This exclusivity contrasts with other major Kyoto temples, offering a more secluded experience for those who navigate the required booking process.

Keywords: Kyoto, Kokedera, Moss Garden, Saihō-ji, Japan, Travel

Welcome to JOGIVERSE: Building a Real-Life Leveling System

Medium AI (keyword) | positive | Published: 14:59 Jul 20, 2026 (Eastern)

The article, titled "Welcome to JOGIVERSE: Building a Real-Life Leveling System," introduces a personal project centered on developing a real-life leveling system, which the author describes as a response to a personal problem.

Keywords: gamification, personal productivity, life leveling system, hobbies

Cinephiles Took Their Own Journeys to See ‘The Odyssey’ in IMAX 70mm

NYT front page | neutral | Subscription | Published: 05:00 Jul 20, 2026 (Eastern)

Fans of director Christopher Nolan traveled internationally to view his film 'The Odyssey' in the IMAX 70mm format.

Keywords: IMAX, Christopher Nolan, Cinema, Travel, Film fandom

Disney Is the Happiest Place on Earth, Unless You’re the Designated Scroller

WSJ Tech | neutral | Subscription | Published: 05:30 Jul 20, 2026 (Eastern)

According to the Wall Street Journal, visitors at Disney parks often designate one member of their party to manage ride reservations via smartphone to avoid long wait times.

Keywords: Disney, theme parks, technology, vacation, reservations

‘Justice, morality and triumph’: why Matilda is my feelgood movie

Guardian | positive | Subscription | Published: 05:00 Jul 20, 2026 (Eastern)

This Guardian article discusses why the 1996 film adaptation of Roald Dahl’s ‘Matilda,’ directed by Danny DeVito, serves as a personal comfort movie for the author. The piece highlights themes of resilience, the power of intellect, and justice against bullies as reasons for its enduring appeal. The author reflects on how the character of Matilda provided inspiration during their own childhood, emphasizing the film's message that even the smallest individuals can effect change through integrity and compassion.

Keywords: Matilda, Roald Dahl, film, nostalgia, Mara Wilson

Adobe camera app’s new feature will critique your photos using AI

TechCrunch | neutral | Published: 11:45 Jul 20, 2026 (Eastern)

Adobe is updating its experimental iOS camera app, Project Indigo, with new AI-powered features designed to critique photos and suggest edits. These features, which utilize large language models, include professional feedback on composition and lighting, as well as guidance for capturing better shots. Additional updates feature improved object removal, depth of field generation, and style transfer tools. The project, led by Marc Levoy, aims to provide more deterministic results than traditional prompt-based AI editing. These experimental features are currently available to select users under an AI playground tab.

Keywords: Adobe, Project Indigo, photo editing, AI, camera app

Adobe’s ‘natural look’ camera app embraces generative AI

The Verge | neutral | Published: 12:00 Jul 20, 2026 (Eastern)

Adobe is updating its experimental Project Indigo camera app for iPhone, originally designed to provide SLR-like photography, with a new suite of generative AI tools that do not utilize Adobe's Firefly models.

Keywords: Adobe, Project Indigo, generative AI, photography, iPhone app

Photos: 50 Years Since Viking 1 Landed on Mars

The Atlantic | neutral | Subscription | Published: 13:33 Jul 20, 2026 (Eastern)

This Atlantic photo gallery commemorates the 50th anniversary of the Viking 1 mission, which achieved the first successful Mars landing on July 20, 1976. The article notes that NASA's Viking Program operated orbiters and landers on the planet until 1982, collecting extensive scientific data and imagery.

Keywords: NASA, Viking 1, Mars, Space Exploration, Anniversary

Loganair plans to buy up to 10 electric aircraft from BETA Technologies

Seeking Alpha News | neutral | Published: 15:01 Jul 20, 2026 (Eastern)

Loganair has announced plans to purchase up to 10 electric aircraft from BETA Technologies.

Keywords: Loganair, BETA Technologies, electric aircraft, aviation, business

The surprising benefits of red light

Economist: Sci & Tech | neutral | Subscription | Published: 13:45 Jul 20, 2026 (Eastern)

Recent findings indicate that red light exposure may provide benefits such as improved skin quality, accelerated wound healing, and a reduction in vision loss.

Keywords: red light therapy, skin health, wound healing, vision loss, medical research