Argus Digest: test

Scored 249 articles from 150 feeds; 15 included in digest.

Run ID: run-1784317947288

Generated: July 17, 2026 at 03:57 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
Guardiannews1103%0.130%11.1hStable
Hacker Newscommentary1106%0.170%2.5dStable
Medium Artificial Intelligence (keyword)commentary1107%0.070%0.9hStable
MyFTnews1104%0.030%4.8hStable
NYT front page news1106%0.050%6.4hStable
The Atlanticnews11011%0.090%9.1hStable
The Vergenews11013%0.130%7.3hStable
Tom’s Hardwarenews1107%0.130%9.0hStable
WSJ US Businessnews1106%0.040%8.3hStable
The Onionnews1918%0.430%7.0hStable
Book Riotcommentary1716%0.210%10.0hStable
Daring Fireballcommentary15~21%~0.13~0%4.5hLow sample
Atlas Obscuracommentary14~45%~0.63~0%5.0hLow sample
El Reg Offbeatnews11Collecting dataCollecting dataCollecting data10.8hCollecting
MIT Research Generalresearch11Collecting dataCollecting dataCollecting data3.8hCollecting
Bloomberg Marketsnews0101%0.010%7.1hStable
Bogleheads forumnews0105%0.030%1.1hStable
Reddit R/Bitcoinnews010~5%~0.05~0%7.8hLow sample
TechCrunchnews0108%0.070%7.0hStable
Zero Hedgecommentary0102%0.020%10.0hStable
Ars Technical All Newsnews0813%0.090%8.5hStable
Medium AI (keyword)commentary088%0.070%0.8hStable
ZD Netnews088%0.080%8.5hStable
Seeking Alpha Newscommentary073%0.010%1.3hStable
WSJ Tech news075%0.030%8.1hStable
Futurismnews069%0.090%6.7hStable
India Timesnews062%0.010%4.6hStable
WSJ Social Economynews054%0.010%7.3hStable
FRB All working paperspolicy_release03Collecting dataCollecting dataCollecting data11.8hCollecting
Economist: Sci & Technews02Collecting dataCollecting dataCollecting data11.4hCollecting
Economist: United Statesnews02Collecting dataCollecting dataCollecting data6.8hCollecting
FT Alphavillenews02~10%~0.08~0%7.6hLow sample
Reddit R/Ethereumnews02~4%~0.03~0%4.0hLow sample
Venture Beatcommentary02~4%~0.04~0%7.0hLow sample
Wired AI Newsnews02~15%~0.09~0%9.6hLow sample
Ars Technica All Featuresnews01Collecting dataCollecting dataCollecting data8.9hCollecting
CFTC Generalpolicy_release01Collecting dataCollecting dataCollecting data12.1hCollecting
Cassandra Unchained by Michael J Burycommentary01Collecting dataCollecting dataCollecting data10.2hCollecting
FRBNY Liberty Streetpolicy_release01Collecting dataCollecting dataCollecting data5.1hCollecting
Hugging Facecommentary01Collecting dataCollecting dataCollecting data9.8hCollecting
MIT AI Researchresearch01Collecting dataCollecting dataCollecting data3.8hCollecting
MIT Economics Researchresearch01Collecting dataCollecting dataCollecting data12.0hCollecting
NYT Economynews01Collecting dataCollecting dataCollecting data3.5hCollecting
Net Interest (Marc Rubinstein)commentary01Collecting dataCollecting dataCollecting data4.8hCollecting
Next Event Horizon Substacknews01Collecting dataCollecting dataCollecting data7.4hCollecting
Popular Information Substacknews01Collecting dataCollecting dataCollecting data9.5hCollecting
a16zother01Collecting dataCollecting dataCollecting data4.6hCollecting

Source: Guardian

Type: news

Included: 1

Scored: 10

28d Digest Rate: 3%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 11.1h

28d Confidence: Stable

Source: Hacker News

Type: commentary

Included: 1

Scored: 10

28d Digest Rate: 6%

28d Avg Score: 0.17

28d Hotlist Hit: 0%

7d Article Age: 2.5d

28d Confidence: Stable

Source: Medium Artificial Intelligence (keyword)

Type: commentary

Included: 1

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: 1

Scored: 10

28d Digest Rate: 4%

28d Avg Score: 0.03

28d Hotlist Hit: 0%

7d Article Age: 4.8h

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: The Atlantic

Type: news

Included: 1

Scored: 10

28d Digest Rate: 11%

28d Avg Score: 0.09

28d Hotlist Hit: 0%

7d Article Age: 9.1h

28d Confidence: Stable

Source: The Verge

Type: news

Included: 1

Scored: 10

28d Digest Rate: 13%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 7.3h

28d Confidence: Stable

Source: Tom’s Hardware

Type: news

Included: 1

Scored: 10

28d Digest Rate: 7%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 9.0h

28d Confidence: Stable

Source: WSJ US Business

Type: news

Included: 1

Scored: 10

28d Digest Rate: 6%

28d Avg Score: 0.04

28d Hotlist Hit: 0%

7d Article Age: 8.3h

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: Book Riot

Type: commentary

Included: 1

Scored: 7

28d Digest Rate: 16%

28d Avg Score: 0.21

28d Hotlist Hit: 0%

7d Article Age: 10.0h

28d Confidence: Stable

Source: Daring Fireball

Type: commentary

Included: 1

Scored: 5

28d Digest Rate: ~21%

28d Avg Score: ~0.13

28d Hotlist Hit: ~0%

7d Article Age: 4.5h

28d Confidence: Low sample

Source: Atlas Obscura

Type: commentary

Included: 1

Scored: 4

28d Digest Rate: ~45%

28d Avg Score: ~0.63

28d Hotlist Hit: ~0%

7d Article Age: 5.0h

28d Confidence: Low sample

Source: El Reg Offbeat

Type: news

Included: 1

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: MIT Research General

Type: research

Included: 1

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 3.8h

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: 7.1h

28d Confidence: Stable

Source: Bogleheads forum

Type: news

Included: 0

Scored: 10

28d Digest Rate: 5%

28d Avg Score: 0.03

28d Hotlist Hit: 0%

7d Article Age: 1.1h

28d Confidence: Stable

Source: Reddit R/Bitcoin

Type: news

Included: 0

Scored: 10

28d Digest Rate: ~5%

28d Avg Score: ~0.05

28d Hotlist Hit: ~0%

7d Article Age: 7.8h

28d Confidence: Low sample

Source: TechCrunch

Type: news

Included: 0

Scored: 10

28d Digest Rate: 8%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 7.0h

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: 10.0h

28d Confidence: Stable

Source: Ars Technical All News

Type: news

Included: 0

Scored: 8

28d Digest Rate: 13%

28d Avg Score: 0.09

28d Hotlist Hit: 0%

7d Article Age: 8.5h

28d Confidence: Stable

Source: Medium AI (keyword)

Type: commentary

Included: 0

Scored: 8

28d Digest Rate: 8%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 0.8h

28d Confidence: Stable

Source: ZD Net

Type: news

Included: 0

Scored: 8

28d Digest Rate: 8%

28d Avg Score: 0.08

28d Hotlist Hit: 0%

7d Article Age: 8.5h

28d Confidence: Stable

Source: Seeking Alpha News

Type: commentary

Included: 0

Scored: 7

28d Digest Rate: 3%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 1.3h

28d Confidence: Stable

Source: WSJ Tech

Type: news

Included: 0

Scored: 7

28d Digest Rate: 5%

28d Avg Score: 0.03

28d Hotlist Hit: 0%

7d Article Age: 8.1h

28d Confidence: Stable

Source: Futurism

Type: news

Included: 0

Scored: 6

28d Digest Rate: 9%

28d Avg Score: 0.09

28d Hotlist Hit: 0%

7d Article Age: 6.7h

28d Confidence: Stable

Source: India Times

Type: news

Included: 0

Scored: 6

28d Digest Rate: 2%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 4.6h

28d Confidence: Stable

Source: WSJ Social Economy

Type: news

Included: 0

Scored: 5

28d Digest Rate: 4%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 7.3h

28d Confidence: Stable

Source: FRB All working papers

Type: policy_release

Included: 0

Scored: 3

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 11.8h

28d Confidence: Collecting

Source: Economist: Sci & Tech

Type: news

Included: 0

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 11.4h

28d Confidence: Collecting

Source: Economist: United States

Type: news

Included: 0

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 6.8h

28d Confidence: Collecting

Source: FT Alphaville

Type: news

Included: 0

Scored: 2

28d Digest Rate: ~10%

28d Avg Score: ~0.08

28d Hotlist Hit: ~0%

7d Article Age: 7.6h

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: 4.0h

28d Confidence: Low sample

Source: Venture Beat

Type: commentary

Included: 0

Scored: 2

28d Digest Rate: ~4%

28d Avg Score: ~0.04

28d Hotlist Hit: ~0%

7d Article Age: 7.0h

28d Confidence: Low sample

Source: Wired AI News

Type: news

Included: 0

Scored: 2

28d Digest Rate: ~15%

28d Avg Score: ~0.09

28d Hotlist Hit: ~0%

7d Article Age: 9.6h

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: 8.9h

28d Confidence: Collecting

Source: CFTC General

Type: policy_release

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 12.1h

28d Confidence: Collecting

Source: Cassandra Unchained by Michael J Bury

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 10.2h

28d Confidence: Collecting

Source: FRBNY Liberty Street

Type: policy_release

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 5.1h

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: 9.8h

28d Confidence: Collecting

Source: MIT AI Research

Type: research

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 3.8h

28d Confidence: Collecting

Source: MIT Economics Research

Type: research

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 12.0h

28d Confidence: Collecting

Source: NYT Economy

Type: news

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 3.5h

28d Confidence: Collecting

Source: Net Interest (Marc Rubinstein)

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 4.8h

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

Source: a16z

Type: other

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 4.6h

28d Confidence: Collecting

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

‘Hunt For Gollum’ Director Andy Serkis Defends Film’s All–Andy Serkis Cast

The Onion | neutral | Published: 08:35 Jul 17, 2026 (Eastern)

Director Andy Serkis has defended his decision to cast himself in every role for the upcoming film 'The Lord Of The Rings: The Hunt For Gollum' in response to criticism regarding the film's lack of diversity. Serkis argued that the source material necessitates an all-Serkis cast, while Fox News has expressed support for his casting choices.

Keywords: Andy Serkis, The Hunt for Gollum, Satire, The Onion, Cinema

Happy iCal Day

Daring Fireball | positive | Published: 12:55 Jul 17, 2026 (Eastern)

Joanna Stern notes that the calendar emojis 📅 and 📆 are currently displaying the correct date.

Keywords: iCal Day, emoji, Joanna Stern, internet culture, digital trivia

ScottCakes in Provincetown, Massachusetts

Atlas Obscura | positive | Published: 10:00 Jul 17, 2026 (Eastern)

ScottCakes is a seasonally operated bakery located in Provincetown, Massachusetts, that specializes in selling a single product: a golden butter cake topped with pink vanilla buttercream. Founded by Scott Cunningham in 2009, the business operates from a storefront on Commercial Street following a legal dispute with the town over sidewalk vending permits that concluded in 2011. The shop also ships its cupcakes year-round.

Keywords: ScottCakes, Provincetown, cupcakes, bakery, Scott Cunningham, whimsical business

The World’s Biggest Sporting Event Came to America—and Ranch Dressing Won

WSJ US Business | positive | Subscription | Published: 11:59 Jul 17, 2026 (Eastern)

Hidden Valley Ranch saw increased attention from international visitors during the World Cup, as the American condiment became a popular item among traveling fans.

Keywords: Hidden Valley Ranch, World Cup, condiments, cultural phenomenon, whimsical

Camera Chase Vehicle

Hacker News | positive | Published: 22:17 Jul 09, 2026 (Eastern)

The author details the process of converting a salvaged industrial RC vehicle chassis into a cinematic chase camera rover. The project involves mounting a Freefly Movi M10 gimbal to the chassis, integrating wireless video transmission, and designing custom 3D-printed and machined mechanical supports to stabilize the platform. The article documents the technical challenges of weight distribution, battery placement, and remote operation, noting that while the current setup is single-operator, the design supports future expansion to a dual-operator configuration for improved navigation and camera control.

Keywords: DIY, Photography, Remote-controlled, Hobbyist, Camera equipment

Inside artist Koen Vanmechelen’s temple of friendship — to a tapir

MyFT | positive | Subscription | Published: 07:00 Jul 17, 2026 (Eastern)

The Labiomista project, located near Brussels, is an initiative by artist Koen Vanmechelen that integrates science, art, and animals to explore human identity and communal living.

Keywords: Koen Vanmechelen, Labiomista, tapir, art installation, whimsy, Brussels

‘Some fantastic mischief lurking just around the grin’: Sam Neill by Tara Fitzgerald – a poem

Guardian | positive | Subscription | Published: 05:00 Jul 17, 2026 (Eastern)

In this poem, Tara Fitzgerald reflects on her professional and personal experiences with actor Sam Neill. She describes Neill’s acting style, his generous nature, and their shared time together, including a memorable evening spent sampling his Two Paddocks wine.

Keywords: Sam Neill, Tara Fitzgerald, poetry, whimsy, friendship, film industry

Mario Kart Wii recompiled for PC using AI, with 4K potential and uncapped frame rates — 'first static recompilation of a Wii game' supports over 200 tracks thanks to Retro Rewind compatibility

Tom’s Hardware | positive | Published: 06:00 Jul 17, 2026 (Eastern)

Developer @patchzyy has announced a static recompilation of Mario Kart Wii for PC, which is expected to enter beta in August. By transforming the game's binary code into native PC code, the project aims to support 4K resolution, uncapped frame rates, and compatibility with more than 200 tracks via the Retro Rewind mod. AI was utilized to assist with the coding process, and while the project does not currently include HD textures or models, developers anticipate these may be added by the community later.

Keywords: Mario Kart Wii, video game preservation, pc gaming, recompilation, Retro Rewind

10 Recommendations To Convince You Cozy Horror is a Thing

Book Riot | positive | Published: 06:00 Jul 17, 2026 (Eastern)

This Book Riot article defines 'cozy horror' as a subgenre characterized by low stakes, mild scares, and a general avoidance of the darkness found in typical horror novels. The author suggests these stories often aim to leave the reader with a positive or 'happy-ish' feeling. The piece provides a list of 10 book recommendations that fit these criteria, ranging from John Wiswell's 'Someone You Can Build a Nest In' to the upcoming 'The Lord of the Wood' by E. M. Anderson.

Keywords: cozy horror, book recommendations, literature, subgenre, leisure

Microsoft open-sources Comic Chat, its cartoon IRC curiosity

El Reg Offbeat | positive | Published: 10:15 Jul 16, 2026 (Eastern)

Microsoft has open-sourced Comic Chat, a historical IRC client that used cartoon-based interfaces.

Keywords: Microsoft, Comic Chat, IRC, retro software, internet history

Photos of the Week: Tall Ships, Cool Catacombs, Bastille Day

The Atlantic | neutral | Subscription | Published: 09:00 Jul 17, 2026 (Eastern)

This Atlantic photo collection features diverse subjects, including T. rex racing in Washington, wildfires across the U.S. and Canada, electric-speedboat racing in Monaco, and Mozart’s birthday celebrations in Austria.

Keywords: T. rex race, Bastille Day, Mozart, photography, wildfires

Is America ready for this quirky Jeep-looking EV that can park itself?

The Verge | neutral | Published: 11:48 Jul 17, 2026 (Eastern)

The article discusses the potential for a small car renaissance in the U.S., noting the emergence of various compact vehicles like the Slate Truck, Amble's dune buggy, the Fiat Topolino, and Japanese kei cars, despite microcar sales remaining low in the region.

Keywords: microcars, electric vehicles, Fiat Topolino, kei cars, automotive design

The History of the Carriage Horses in Central Park

NYT front page | neutral | Subscription | Published: 12:20 Jul 17, 2026 (Eastern)

After 165 years, the carriage horse industry in Central Park, which currently charges $77.22 for the first 20 minutes, may be nearing its end.

Keywords: Central Park, carriage horses, history, tourism, New York City

How an influx of salt may affect microbial ecosystems

MIT Research General | neutral | Published: 05:00 Jul 17, 2026 (Eastern)

A study by MIT researchers published in Nature Microbiology examines how increased salinity, driven by rising sea levels, affects microbial ecosystems in freshwater environments. Experiments using samples from Boston-area aquatic sites revealed that while higher salt concentrations lead to a loss of species diversity as faster-growing strains become dominant, the overall growth rate and biomass production of the microbial communities remain stable. The researchers corroborated these findings by analyzing genomic data from various natural aquatic ecosystems, which showed similar patterns of fast-growing species prevailing in higher-salinity environments. The study suggests that while growth rates may be preserved, the reduced diversity could potentially leave ecosystems more vulnerable to other environmental stresses.

Keywords: MIT, microbial ecosystems, saltwater intrusion, sea level rise, environmental science

The Quiet Strength of What We Repeat

Medium Artificial Intelligence (keyword) | neutral | Published: 14:56 Jul 17, 2026 (Eastern)

This article, identified as Eye Level Issue #009 and published on Medium, is titled 'The Quiet Strength of What We Repeat'.

Keywords: repetition, habit, routine, personal growth