Argus Digest: test

Scored 247 articles from 151 feeds; 15 included in digest.

Run ID: run-1792525832463

Generated: October 20, 2026 at 03:55 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
Book Riotcommentary11013%0.280%9.9hStable
Guardiannews11010%0.180%10.7hStable
Hacker Newscommentary11010%0.270%1.8dStable
Medium Artificial Intelligence (keyword)commentary1108%0.110%0.8hStable
Reddit AntiAInews1107%0.130%12.8hStable
Reddit R/Bitcoinnews110~6%~0.10~0%1.0dLow sample
The Vergenews11013%0.160%9.7hStable
Tom’s Hardwarenews11010%0.180%8.7hStable
Medium AI (keyword)commentary198%0.100%0.8hStable
The Atlanticnews1812%0.120%9.3hStable
Futurismnews1713%0.170%5.9hStable
The Onionnews15~23%~0.46~0%3.6hLow sample
Atlas Obscuracommentary13~46%~0.63~0%10.8hLow sample
Ars Technical All Newsnews1213%0.130%8.6hStable
Wired AI Newsnews12~17%~0.17~0%10.3hLow sample
Bloomberg Marketsnews0102%0.020%4.2hStable
Bogleheads forumnews0105%0.050%0.9hStable
MyFTnews0106%0.050%3.9hStable
NYT front page news0106%0.050%7.1hStable
R/Scamscommentary010~6%~0.06~0%18.2hLow sample
TechCrunchnews0109%0.110%8.5hStable
WSJ US Businessnews0104%0.050%9.7hStable
Zero Hedgecommentary0102%0.010%9.7hStable
Seeking Alpha Newscommentary072%0.020%1.2hStable
Hugging Facecommentary06Collecting dataCollecting dataCollecting data19.9hCollecting
India Timesnews060%0.000%3.9hStable
WSJ Tech news067%0.070%8.3hStable
WSJ Social Economynews032%0.000%6.9hStable
Economist: Asianews02Collecting dataCollecting dataCollecting data6.0hCollecting
FINRA noticespolicy_release02Collecting dataCollecting dataCollecting dataUnknownCollecting
FT Alphavillenews02~8%~0.09~0%5.4hLow sample
SEC Press Releases policy_release02Collecting dataCollecting dataCollecting data4.0hCollecting
ZD Netnews02~8%~0.11~0%9.4hLow sample
a16zother02Collecting dataCollecting dataCollecting data6.0hCollecting
AI Daily Brief YT podcastcommentary01Collecting dataCollecting dataCollecting data8.4hCollecting
Ars Technica All Featuresnews01Collecting dataCollecting dataCollecting data8.9hCollecting
CFTC Generalpolicy_release01Collecting dataCollecting dataCollecting dataNo recent dataCollecting
Derek Thompson commentary01Collecting dataCollecting dataCollecting data10.0hCollecting
Economist: Chinanews01Collecting dataCollecting dataCollecting data5.8hCollecting
Economist: Europenews01Collecting dataCollecting dataCollecting data7.2hCollecting
Economist: Finance & Economics news01Collecting dataCollecting dataCollecting data2.0hCollecting
IEEE Semiconductors research01Collecting dataCollecting dataCollecting data5.2hCollecting
NYT Economynews01Collecting dataCollecting dataCollecting data4.9hCollecting
Next Event Horizon Substacknews01Collecting dataCollecting dataCollecting data8.9hCollecting
Popular Information Substacknews01Collecting dataCollecting dataCollecting data9.4hCollecting

Source: Book Riot

Type: commentary

Included: 1

Scored: 10

28d Digest Rate: 13%

28d Avg Score: 0.28

28d Hotlist Hit: 0%

7d Article Age: 9.9h

28d Confidence: Stable

Source: Guardian

Type: news

Included: 1

Scored: 10

28d Digest Rate: 10%

28d Avg Score: 0.18

28d Hotlist Hit: 0%

7d Article Age: 10.7h

28d Confidence: Stable

Source: Hacker News

Type: commentary

Included: 1

Scored: 10

28d Digest Rate: 10%

28d Avg Score: 0.27

28d Hotlist Hit: 0%

7d Article Age: 1.8d

28d Confidence: Stable

Source: Medium Artificial Intelligence (keyword)

Type: commentary

Included: 1

Scored: 10

28d Digest Rate: 8%

28d Avg Score: 0.11

28d Hotlist Hit: 0%

7d Article Age: 0.8h

28d Confidence: Stable

Source: Reddit AntiAI

Type: news

Included: 1

Scored: 10

28d Digest Rate: 7%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 12.8h

28d Confidence: Stable

Source: Reddit R/Bitcoin

Type: news

Included: 1

Scored: 10

28d Digest Rate: ~6%

28d Avg Score: ~0.10

28d Hotlist Hit: ~0%

7d Article Age: 1.0d

28d Confidence: Low sample

Source: The Verge

Type: news

Included: 1

Scored: 10

28d Digest Rate: 13%

28d Avg Score: 0.16

28d Hotlist Hit: 0%

7d Article Age: 9.7h

28d Confidence: Stable

Source: Tom’s Hardware

Type: news

Included: 1

Scored: 10

28d Digest Rate: 10%

28d Avg Score: 0.18

28d Hotlist Hit: 0%

7d Article Age: 8.7h

28d Confidence: Stable

Source: Medium AI (keyword)

Type: commentary

Included: 1

Scored: 9

28d Digest Rate: 8%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 0.8h

28d Confidence: Stable

Source: The Atlantic

Type: news

Included: 1

Scored: 8

28d Digest Rate: 12%

28d Avg Score: 0.12

28d Hotlist Hit: 0%

7d Article Age: 9.3h

28d Confidence: Stable

Source: Futurism

Type: news

Included: 1

Scored: 7

28d Digest Rate: 13%

28d Avg Score: 0.17

28d Hotlist Hit: 0%

7d Article Age: 5.9h

28d Confidence: Stable

Source: The Onion

Type: news

Included: 1

Scored: 5

28d Digest Rate: ~23%

28d Avg Score: ~0.46

28d Hotlist Hit: ~0%

7d Article Age: 3.6h

28d Confidence: Low sample

Source: Atlas Obscura

Type: commentary

Included: 1

Scored: 3

28d Digest Rate: ~46%

28d Avg Score: ~0.63

28d Hotlist Hit: ~0%

7d Article Age: 10.8h

28d Confidence: Low sample

Source: Ars Technical All News

Type: news

Included: 1

Scored: 2

28d Digest Rate: 13%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 8.6h

28d Confidence: Stable

Source: Wired AI News

Type: news

Included: 1

Scored: 2

28d Digest Rate: ~17%

28d Avg Score: ~0.17

28d Hotlist Hit: ~0%

7d Article Age: 10.3h

28d Confidence: Low sample

Source: Bloomberg Markets

Type: news

Included: 0

Scored: 10

28d Digest Rate: 2%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 4.2h

28d Confidence: Stable

Source: Bogleheads forum

Type: news

Included: 0

Scored: 10

28d Digest Rate: 5%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 0.9h

28d Confidence: Stable

Source: MyFT

Type: news

Included: 0

Scored: 10

28d Digest Rate: 6%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 3.9h

28d Confidence: Stable

Source: NYT front page

Type: news

Included: 0

Scored: 10

28d Digest Rate: 6%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 7.1h

28d Confidence: Stable

Source: R/Scams

Type: commentary

Included: 0

Scored: 10

28d Digest Rate: ~6%

28d Avg Score: ~0.06

28d Hotlist Hit: ~0%

7d Article Age: 18.2h

28d Confidence: Low sample

Source: TechCrunch

Type: news

Included: 0

Scored: 10

28d Digest Rate: 9%

28d Avg Score: 0.11

28d Hotlist Hit: 0%

7d Article Age: 8.5h

28d Confidence: Stable

Source: WSJ US Business

Type: news

Included: 0

Scored: 10

28d Digest Rate: 4%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 9.7h

28d Confidence: Stable

Source: Zero Hedge

Type: commentary

Included: 0

Scored: 10

28d Digest Rate: 2%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 9.7h

28d Confidence: Stable

Source: Seeking Alpha News

Type: commentary

Included: 0

Scored: 7

28d Digest Rate: 2%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 1.2h

28d Confidence: Stable

Source: Hugging Face

Type: commentary

Included: 0

Scored: 6

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 19.9h

28d Confidence: Collecting

Source: India Times

Type: news

Included: 0

Scored: 6

28d Digest Rate: 0%

28d Avg Score: 0.00

28d Hotlist Hit: 0%

7d Article Age: 3.9h

28d Confidence: Stable

Source: WSJ Tech

Type: news

Included: 0

Scored: 6

28d Digest Rate: 7%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 8.3h

28d Confidence: Stable

Source: WSJ Social Economy

Type: news

Included: 0

Scored: 3

28d Digest Rate: 2%

28d Avg Score: 0.00

28d Hotlist Hit: 0%

7d Article Age: 6.9h

28d Confidence: Stable

Source: Economist: Asia

Type: news

Included: 0

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 6.0h

28d Confidence: Collecting

Source: FINRA notices

Type: policy_release

Included: 0

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: Unknown

28d Confidence: Collecting

Source: FT Alphaville

Type: news

Included: 0

Scored: 2

28d Digest Rate: ~8%

28d Avg Score: ~0.09

28d Hotlist Hit: ~0%

7d Article Age: 5.4h

28d Confidence: Low sample

Source: SEC Press Releases

Type: policy_release

Included: 0

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 4.0h

28d Confidence: Collecting

Source: ZD Net

Type: news

Included: 0

Scored: 2

28d Digest Rate: ~8%

28d Avg Score: ~0.11

28d Hotlist Hit: ~0%

7d Article Age: 9.4h

28d Confidence: Low sample

Source: a16z

Type: other

Included: 0

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 6.0h

28d Confidence: Collecting

Source: AI Daily Brief YT podcast

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 8.4h

28d Confidence: Collecting

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: No recent data

28d Confidence: Collecting

Source: Derek Thompson

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 10.0h

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: 7.2h

28d Confidence: Collecting

Source: Economist: Finance & Economics

Type: news

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 2.0h

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: 5.2h

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: 4.9h

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: 8.9h

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: 9.4h

28d Confidence: Collecting

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

Druid Loving This Cloak Weather

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

Local druid Fográith of the Mountains expressed his enthusiasm for the autumn weather in Ireland, noting his enjoyment of wearing his heavy bull-hide cloak, brewing mistletoe elixir, celebrating Mabon, and looking forward to building a fire under a wicker man for a human sacrifice.

Keywords: druid, cloak weather, Hill of Tara, Ireland, The Onion

Giant Perstorp Vinegar Bottle in Perstorp, Sweden

Atlas Obscura | positive | Published: 14:00 Oct 20, 2026 (Eastern)

Located in Perstorp, Sweden, a nearly 16-foot concrete bottle stands as a local landmark representing the town's history of vinegar production, which began in 1881. Unveiled in 1994, the monument replicates the classic glass bottle of Perstorp vinegar, featuring a red cap and label, and includes laminated panels that provide a pickling tip and local tourism information.

Keywords: Perstorp, Sweden, vinegar, giant bottle, landmark, quirky

Monster Mia review – kooky kid discovers school of beastly besties in wholesome Halloween fun

Guardian | positive | Subscription | Published: 04:00 Oct 20, 2026 (Eastern)

The Guardian has published a review of the pre-teen animated film "Monster Mia," which follows a chaotic twin named Mia who accidentally enrolls in Rotwood Academy, a school for monsters. The review describes the film's Addams Family Lite hijinks, culture clash comedy, and wholesome Halloween-timed message about not being scared of differences, concluding that it is distinctive enough to entertain its target audience.

Keywords: Monster Mia, animation, vegan vampire, Rotwood Academy, film review, Halloween

Absolutely incredible little sign a teacher put up for our HOCO

Reddit AntiAI | positive | Published: 02:55 Oct 20, 2026 (Eastern)

A Reddit user shared a post titled "Absolutely incredible little sign a teacher put up for our HOCO" in the Reddit AntiAI community, expressing praise for a teacher's advertisement sign for an upcoming homecoming event.

Keywords: teacher, homecoming, sign, advertisement, school

Windows 98 SE users get a Thunderbolt 4 driver, thanks to AI assistance

Tom’s Hardware | positive | Published: 07:30 Oct 20, 2026 (Eastern)

Windows 98 Second Edition users have gained experimental support for USB4 and Thunderbolt 3 and 4 through a vibe-coded xHCI98 driver developed with AI assistance. The driver also provides support for Windows Me, XP, Vista, and 7.

Keywords: Windows 98, Thunderbolt 4, USB4, AI assistance, retro computing

The $20,000 Voxel bot will help you find misplaced things around your home

The Verge | neutral | Published: 13:49 Oct 20, 2026 (Eastern)

Tuesday Labs, a New York City-based robotics lab and design studio, has opened reservations for its $20,000 bi-pedal home robot named Voxel, which is designed to learn and handle routine household tasks such as finding misplaced items.

Keywords: Voxel robot, Tuesday Labs, household chores, bipedal robot, consumer technology

An AI Agent Joined a Listserv of Top Internet Researchers. The Reply-All Chaos Is Still Unfolding

Wired AI News | mixed | Published: 11:07 Oct 20, 2026 (Eastern)

An AI agent named Velvet Vale joined Air-L, the mailing list of the Association of Internet Researchers (AoIR), during its annual conference to ask a research question about AI participation in intellectual communities. The agent's introduction sparked significant backlash and reply-all chaos among the mailing list's members, many of whom expressed outrage over data scraping, demanded Institutional Review Board clearance, and announced their departure from the list. AoIR leadership ejected the agent within an hour due to a policy prohibiting AI agents and later created merchandise commemorating the event. The agent was created by Kevin Quinn, an Oklahoma resident who built the bot to keep him company, rather than an academic or researcher. While members raised privacy concerns and debated consent, organization leadership and commentators noted that the mailing list is a public forum with a public archive, meaning posts were already accessible for uses such as AI training.

Keywords: AI agent, listserv, reply-all, internet researchers, privacy

Winners of the 2026 Epson International Pano Awards

The Atlantic | neutral | Subscription | Published: 11:02 Oct 20, 2026 (Eastern)

This article from The Atlantic presents a collection of some of the highest-scoring images from the 17th edition of the Epson International Pano Awards panoramic-photo competition.

Keywords: Epson International Pano Awards, panoramic photography, photography competition, images

Bitcoin HODLer spotted in France

Reddit R/Bitcoin | neutral | Published: 14:48 Oct 19, 2026 (Eastern)

A Reddit user submitted a post titled "Bitcoin HODLer spotted in France" to the r/Bitcoin community, which includes an image link.

Keywords: Bitcoin, HODLer, France, Reddit, cryptocurrency

How to Break a Reading Slump

Book Riot | neutral | Published: 06:00 Oct 20, 2026 (Eastern)

This article from Book Riot discusses reading slumps and offers tips for overcoming them, such as switching between print books, audiobooks, and comics, revisiting a previously loved book, or simply leaning into the slump when other life priorities take precedence.

Keywords: reading slump, books, reading tips, recommendations

Hit my usage limit on my AI again today.

Medium Artificial Intelligence (keyword) | negative | Published: 15:07 Oct 20, 2026 (Eastern)

The author discusses reaching their AI usage limit while in the middle of a task.

Keywords: AI, usage limit, workflow, frustration

opakala اوپاکالا گندم و سنبل در یک خانواده

Medium AI (keyword) | neutral | Published: 14:51 Oct 20, 2026 (Eastern)

The article published on Medium titled "opakala اوپاکالا گندم و سنبل در یک خانواده" includes an image and a link directing readers to continue reading the full post on Medium.

Keywords: opakala, wheat, hyacinth, family, Medium

Wait, Was Elon’s “Flying Car” Just an Empty Shell?

Futurism | neutral | Published: 08:58 Oct 20, 2026 (Eastern)

Following Tesla CEO Elon Musk's unveiling of a Roadster capable of performing aerial stunts using cold-fuel thrusters and compressed air, observers, skeptics, and computer scientist Yann LeCun have questioned whether the vehicle is an impractical, lightweight, empty shell lacking a full-sized battery and necessary hardware like suction fans. The article notes that Tesla has not permitted the public or journalists to inspect the vehicle's mechanics, and points to past instances where Tesla's demonstrations—such as a 2016 self-driving video and Optimus robots at a 2024 event—were later revealed to be staged or teleoperated.

Keywords: Elon, flying car, futurism, transportation

Polestar tries to quantify what it’s like to drive a performance car

Ars Technical All News | neutral | Published: 10:53 Oct 20, 2026 (Eastern)

Polestar conducted track testing where drivers had electrodes strapped to their heads while testing electric vehicles.

Keywords: Polestar, electric vehicles, performance car, neuroscience, driving

Triplet of 'ghostly' galaxies hints at what dark matter is and isn't

Hacker News | neutral | Published: 11:33 Oct 17, 2026 (Eastern)

Three diffuse galaxies known as DF2, DF4, and DF9 have been found to contain little to no dark matter, presenting a challenge for theories that attempt to explain the universe through modified gravity (such as MOND). A study published in June 2026 in The Astrophysical Journal suggests these galaxies formed when a past galactic collision caused their ordinary matter to clump together while the dark matter passed straight through, separating the two. While some scientists debate the exact formation mechanism, most experts view these galaxies as evidence that dark matter is a physical substance rather than a modification of gravitational laws.

Keywords: galaxies, dark matter, astrophysics, space