Argus Digest: test

Scored 464 articles from 150 feeds; 15 included in digest.

Run ID: run-1781682215758

Generated: June 17, 2026 at 03:52 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
arXiv CompSci CLresearch194~1%~0.05~0%4.0hLow sample
arXiv CompSci MLresearch193~0%~0.03~0%4.0hLow sample
Guardiannews1512%0.140%5.4hStable
Reddit AntiAInews1235%0.090%7.6hStable
MyFTnews1192%0.030%5.2hStable
Hacker Newscommentary1154%0.170%6.6hStable
Seeking Alpha Newscommentary171%0.010%1.4hStable
Ars Technical All Newsnews1611%0.110%4.4hStable
Reddit R/CryptoMoonShotsnews16~5%~0.07~0%11.1hLow sample
MIT AI Researchresearch12Collecting dataCollecting dataCollecting data7.3hCollecting
Oddity Centralcommentary12Collecting dataCollecting dataCollecting data11.2hCollecting
ZD Netnews127%0.090%6.9hStable
Atlas Obscuracommentary11~43%~0.66~0%7.9hLow sample
Book Riotcommentary1113%0.210%10.0hStable
The Vergenews1111%0.130%7.6hStable
Bloomberg Marketsnews0291%0.020%4.1hStable
Zero Hedgecommentary0232%0.020%5.1hStable
NYT front page news0194%0.060%5.0hStable
Bogleheads forumnews0103%0.030%1.0hStable
Medium Artificial Intelligence (keyword)commentary0104%0.070%1.0hStable
Medium AI (keyword)commentary076%0.070%0.8hStable
India Timesnews060%0.010%6.8hStable
WSJ Social Economynews052%0.000%6.8hStable
WSJ Tech news051%0.050%5.9hStable
WSJ US Businessnews042%0.030%7.3hStable
TechCrunchnews035%0.070%6.4hStable
Venture Beatcommentary03~1%~0.04~0%8.0hLow sample
FT Alphavillenews02~12%~0.08~0%4.4hLow sample
Futurismnews0211%0.130%6.0hStable
Reddit R/Ethereumnews02~5%~0.06~0%4.0hLow sample
The Atlanticnews0210%0.100%7.7hStable
BIG by Matt Stollercommentary01Collecting dataCollecting dataCollecting data8.8hCollecting
Cassandra Unchained by Michael J Burycommentary01Collecting dataCollecting dataCollecting data5.5hCollecting
Daring Fireballcommentary01~17%~0.11~0%5.6hLow sample
Economist: Europenews01Collecting dataCollecting dataCollecting data6.9hCollecting
Economist: Finance & Economics news01Collecting dataCollecting dataCollecting data6.5hCollecting
Latent Spacecommentary01Collecting dataCollecting dataCollecting data4.8hCollecting
Noahpinion commentary01Collecting dataCollecting dataCollecting data11.3hCollecting
The Onionnews0114%0.350%7.0hStable
Tom’s Hardwarenews016%0.100%7.4hStable

Source: arXiv CompSci CL

Type: research

Included: 1

Scored: 94

28d Digest Rate: ~1%

28d Avg Score: ~0.05

28d Hotlist Hit: ~0%

7d Article Age: 4.0h

28d Confidence: Low sample

Source: arXiv CompSci ML

Type: research

Included: 1

Scored: 93

28d Digest Rate: ~0%

28d Avg Score: ~0.03

28d Hotlist Hit: ~0%

7d Article Age: 4.0h

28d Confidence: Low sample

Source: Guardian

Type: news

Included: 1

Scored: 51

28d Digest Rate: 2%

28d Avg Score: 0.14

28d Hotlist Hit: 0%

7d Article Age: 5.4h

28d Confidence: Stable

Source: Reddit AntiAI

Type: news

Included: 1

Scored: 23

28d Digest Rate: 5%

28d Avg Score: 0.09

28d Hotlist Hit: 0%

7d Article Age: 7.6h

28d Confidence: Stable

Source: MyFT

Type: news

Included: 1

Scored: 19

28d Digest Rate: 2%

28d Avg Score: 0.03

28d Hotlist Hit: 0%

7d Article Age: 5.2h

28d Confidence: Stable

Source: Hacker News

Type: commentary

Included: 1

Scored: 15

28d Digest Rate: 4%

28d Avg Score: 0.17

28d Hotlist Hit: 0%

7d Article Age: 6.6h

28d Confidence: Stable

Source: Seeking Alpha News

Type: commentary

Included: 1

Scored: 7

28d Digest Rate: 1%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 1.4h

28d Confidence: Stable

Source: Ars Technical All News

Type: news

Included: 1

Scored: 6

28d Digest Rate: 11%

28d Avg Score: 0.11

28d Hotlist Hit: 0%

7d Article Age: 4.4h

28d Confidence: Stable

Source: Reddit R/CryptoMoonShots

Type: news

Included: 1

Scored: 6

28d Digest Rate: ~5%

28d Avg Score: ~0.07

28d Hotlist Hit: ~0%

7d Article Age: 11.1h

28d Confidence: Low sample

Source: MIT AI Research

Type: research

Included: 1

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 7.3h

28d Confidence: Collecting

Source: Oddity Central

Type: commentary

Included: 1

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 11.2h

28d Confidence: Collecting

Source: ZD Net

Type: news

Included: 1

Scored: 2

28d Digest Rate: 7%

28d Avg Score: 0.09

28d Hotlist Hit: 0%

7d Article Age: 6.9h

28d Confidence: Stable

Source: Atlas Obscura

Type: commentary

Included: 1

Scored: 1

28d Digest Rate: ~43%

28d Avg Score: ~0.66

28d Hotlist Hit: ~0%

7d Article Age: 7.9h

28d Confidence: Low sample

Source: Book Riot

Type: commentary

Included: 1

Scored: 1

28d Digest Rate: 13%

28d Avg Score: 0.21

28d Hotlist Hit: 0%

7d Article Age: 10.0h

28d Confidence: Stable

Source: The Verge

Type: news

Included: 1

Scored: 1

28d Digest Rate: 11%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 7.6h

28d Confidence: Stable

Source: Bloomberg Markets

Type: news

Included: 0

Scored: 29

28d Digest Rate: 1%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 4.1h

28d Confidence: Stable

Source: Zero Hedge

Type: commentary

Included: 0

Scored: 23

28d Digest Rate: 2%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 5.1h

28d Confidence: Stable

Source: NYT front page

Type: news

Included: 0

Scored: 19

28d Digest Rate: 4%

28d Avg Score: 0.06

28d Hotlist Hit: 0%

7d Article Age: 5.0h

28d Confidence: Stable

Source: Bogleheads forum

Type: news

Included: 0

Scored: 10

28d Digest Rate: 3%

28d Avg Score: 0.03

28d Hotlist Hit: 0%

7d Article Age: 1.0h

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: Medium AI (keyword)

Type: commentary

Included: 0

Scored: 7

28d Digest Rate: 6%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 0.8h

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: 6.8h

28d Confidence: Stable

Source: WSJ Social Economy

Type: news

Included: 0

Scored: 5

28d Digest Rate: 2%

28d Avg Score: 0.00

28d Hotlist Hit: 0%

7d Article Age: 6.8h

28d Confidence: Stable

Source: WSJ Tech

Type: news

Included: 0

Scored: 5

28d Digest Rate: 1%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 5.9h

28d Confidence: Stable

Source: WSJ US Business

Type: news

Included: 0

Scored: 4

28d Digest Rate: 2%

28d Avg Score: 0.03

28d Hotlist Hit: 0%

7d Article Age: 7.3h

28d Confidence: Stable

Source: TechCrunch

Type: news

Included: 0

Scored: 3

28d Digest Rate: 5%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 6.4h

28d Confidence: Stable

Source: Venture Beat

Type: commentary

Included: 0

Scored: 3

28d Digest Rate: ~1%

28d Avg Score: ~0.04

28d Hotlist Hit: ~0%

7d Article Age: 8.0h

28d Confidence: Low sample

Source: FT Alphaville

Type: news

Included: 0

Scored: 2

28d Digest Rate: ~12%

28d Avg Score: ~0.08

28d Hotlist Hit: ~0%

7d Article Age: 4.4h

28d Confidence: Low sample

Source: Futurism

Type: news

Included: 0

Scored: 2

28d Digest Rate: 11%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 6.0h

28d Confidence: Stable

Source: Reddit R/Ethereum

Type: news

Included: 0

Scored: 2

28d Digest Rate: ~5%

28d Avg Score: ~0.06

28d Hotlist Hit: ~0%

7d Article Age: 4.0h

28d Confidence: Low sample

Source: The Atlantic

Type: news

Included: 0

Scored: 2

28d Digest Rate: 10%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 7.7h

28d Confidence: Stable

Source: BIG by Matt Stoller

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 8.8h

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: 5.5h

28d Confidence: Collecting

Source: Daring Fireball

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: ~17%

28d Avg Score: ~0.11

28d Hotlist Hit: ~0%

7d Article Age: 5.6h

28d Confidence: Low sample

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: 6.9h

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: 6.5h

28d Confidence: Collecting

Source: Latent Space

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: 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: 11.3h

28d Confidence: Collecting

Source: The Onion

Type: news

Included: 0

Scored: 1

28d Digest Rate: 14%

28d Avg Score: 0.35

28d Hotlist Hit: 0%

7d Article Age: 7.0h

28d Confidence: Stable

Source: Tom’s Hardware

Type: news

Included: 0

Scored: 1

28d Digest Rate: 6%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 7.4h

28d Confidence: Stable

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

The World’s Thinnest Chocolate Is Just 0.03 Millimeters Thick

Oddity Central | Score: 0.98 | positive | Published: 16:37 Jun 16, 2026 (Eastern)

MATTE Bottega del Cioccolato in Tokyo produces 'Corteccia,' a chocolate dessert measuring 0.03 millimeters in thickness. Created by founder Matteo Sanclicca, the dessert uses a proprietary, custom-built machine to achieve a texture designed to melt instantly upon contact with the tongue.

Keywords: chocolate, dessert, Matte, Corteccia, Japanese confectioner, food innovation

Cracking sleaze, Gromit: Wallace’s long-suffering canine companion to tell all in memoir

Guardian | Score: 0.98 | positive | Subscription | Published: 19:01 Jun 16, 2026 (Eastern)

Gromit, the non-verbal canine character from the Aardman animations, is set to release a memoir titled 'Grand: The Autobiography of Gromit' this October. Published by Ebury, the book will feature the character's reflections on his experiences with Wallace, his interests, and his life story, as described by series creator Nick Park.

Keywords: Wallace and Gromit, Gromit, memoir, animation, whimsical

A real art enjoyer

Reddit AntiAI | Score: 0.90 | positive | Published: 04:49 Jun 16, 2026 (Eastern)

This Reddit post, submitted by user /u/SuperRandomGuy_00 to the r/antiai community, provides a link to an image.

Keywords: pigeon, art gallery, whimsical, animals, reddit

A Nipkow Disk Mechanical TV Simulator

Hacker News | Score: 0.85 | neutral | Published: 07:33 Jun 14, 2026 (Eastern)

This article, titled 'A Nipkow Disk Mechanical TV Simulator,' provides a link to an interactive simulation tool designed to demonstrate the mechanics of Nipkow disk-based television technology.

Keywords: Nipkow disk, mechanical television, vintage technology, hobbyist, engineering

55% of Travelers Said They’d Consider Going Somewhere Because of a Book

Book Riot | Score: 0.45 | neutral | Published: 19:39 Jun 16, 2026 (Eastern)

This Book Riot daily round-up covers several literary news items: a report from Skyscanner indicating that 55% of travelers would consider visiting a destination because of a book; the release of the trailer for the Netflix film Heartstopper Forever; TIME Magazine's recognition of children's author Renée Watson as a visionary; and a recommendation for a deep dive podcast episode on Elena Ferrante's My Brilliant Friend.

Keywords: literary tourism, travel, reading vacations, books

Mushkpuri Top in Abbottabad, Pakistan

Atlas Obscura | Score: 0.45 | positive | Published: 16:00 Jun 16, 2026 (Eastern)

Mushkpuri Top is a scenic hiking destination near Nathia Gali in northern Pakistan, situated at an elevation of nearly 9,500 feet. The trail traverses dense pine forests and meadows, requiring approximately three hours to reach the summit, which provides views of the Himalayan foothills.

Keywords: Mushkpuri Top, Pakistan, hiking, Himalayas, nature, Nathia Gali

The Complete Calvin and Hobbes is a great last-minute Father’s Day gift

The Verge | Score: 0.40 | positive | Published: 16:00 Jun 16, 2026 (Eastern)

For those seeking a last-minute Father's Day gift, The Complete Calvin and Hobbes collection is recommended. This set includes every comic strip created by Bill Watterson during the series' ten-year run from 1985 through 1995.

Keywords: Calvin and Hobbes, Bill Watterson, Father's Day, comic strips

Could AI tell you where you left your keys?

MIT AI Research | Score: 0.35 | neutral | Published: 00:00 Jun 17, 2026 (Eastern)

MIT researchers have developed a new spatiotemporal memory framework for robots called Describe Anything, Anywhere, Anytime, at Any Moment (DAAAM). The system combines advanced 3D robotic mapping with multimodal computer vision, allowing robots to form detailed, language-based mental models of large-scale environments in real-time. By aggregating object descriptions and utilizing an LLM for efficient information retrieval, the framework enables robots to answer complex, location-based queries accurately. The research, which was presented at the Conference on Computer Vision and Pattern Recognition, may have future applications in robotic assistance, augmented reality, and wayfinding.

Keywords: robotics, spatial memory, artificial intelligence, object tracking

Artificial Intelligence Machine Learning(46 articles, showing 1)

Do Large Language Models Always Tell The Same Stories?

arXiv CompSci CL | Score: 0.15 | neutral | Published: 00:00 Jun 17, 2026 (Eastern)

Researchers investigating the diversity of narratives produced by 10 large language models found that LLM-generated stories are consistently more similar to each other than human-written content. Using a dataset from r/WritingPrompts and a contrastive framework, the study concludes that frontier models tend to converge on a generic narrative style that lacks the collective diversity of human authors. Additionally, the paper reports that standard mitigation techniques such as temperature scaling and negative prompting do not effectively resolve this homogeneity.

Keywords: Large Language Models, Narrative Diversity, Artificial Intelligence, r/WritingPrompts, Machine Learning

Crypto for a Cause: How Solana Memecoin Boobillions ($boob) Raised Nearly $100K for The Keep A Breast Foundation

Reddit R/CryptoMoonShots | Score: 0.15 | positive | Published: 05:46 Jun 15, 2026 (Eastern)

The Solana-based memecoin community Boobillions ($boob) has raised approximately $100,000 for the Keep A Breast Foundation to support breast cancer prevention, education, and wellness programs. Utilizing automated smart contract technology, the partnership directs a portion of transaction activity to fund these initiatives, including the development of The Keep A Breast Valley wellness retreat. The organizations are expanding their collaboration to include co-branded merchandise, such as bracelets and plush toys, aiming to establish a sustainable model for decentralized community-driven philanthropy.

Keywords: cryptocurrency, memecoin, Boobillions, Keep A Breast Foundation, fundraising

Sphere Entertainment tops $400M in 'Wizard of Oz' ticket sales, plans new show

Seeking Alpha News | Score: 0.15 | neutral | Published: 01:54 Jun 17, 2026 (Eastern)

Sphere Entertainment has reached over $400 million in ticket sales for its 'Wizard of Oz' production and has announced plans for a new show.

Keywords: Sphere Entertainment, Wizard of Oz, ticket sales, business

Cockroaches scurry around with thousands of pieces of bacterial genomes

Ars Technical All News | Score: 0.15 | neutral | Published: 17:54 Jun 16, 2026 (Eastern)

A recent study indicates that horizontal gene transfer, where DNA from one species is incorporated into the genome of another, occurs frequently in multicellular animals such as cockroaches. While horizontal gene transfer is common among microbes due to their lack of a nucleus and dedicated germ cells, this research reveals that cockroaches have carried bacterial DNA for millions of years despite the challenges multicellular organisms face in passing foreign genetic material to descendants.

Keywords: cockroaches, bacterial genomes, genetics, science, horizontal gene transfer

How can we know if plants or fungi have really gone extinct?

MyFT | Score: 0.15 | neutral | Subscription | Published: 00:00 Jun 17, 2026 (Eastern)

The Royal Botanic Gardens is utilizing artificial intelligence to assist in predicting and preventing the extinction of plant and fungi species.

Keywords: AI, Royal Botanic Gardens, extinction, conservation, botany, science

Half a Link can Be Enough to Predict a Whole Link: Understanding Generalization in Knowledge Graph Foundation Models

arXiv CompSci ML | Score: 0.10 | neutral | Published: 00:00 Jun 17, 2026 (Eastern)

This research paper examines the generalization mechanisms of Knowledge Graph Foundation Models (KGFMs), specifically focusing on how these models predict links in unseen graphs. The authors introduce the concept of "half-links"—observations of partial triples such as (h, r) or (r, t)—to explain performance variations. By categorizing prediction scenarios based on the presence of these half-links, the researchers demonstrate that state-of-the-art KGFMs rely heavily on seen half-links for predictions. They propose this taxonomy as a diagnostic tool for evaluating and improving the robustness of KGFM generalization.

Keywords: knowledge graph, machine learning, foundation models, data science, generalization

How I'm using this $13 smart plug to automate my house with voice commands

ZD Net | Score: 0.10 | neutral | Published: 15:15 Jun 16, 2026 (Eastern)

As part of Amazon Prime Day 2026, the Amazon Smart Plug is available for $13, representing a 48% discount. The indoor-only device connects to 2.4 GHz Wi-Fi and provides voice and app-based control through Alexa for non-smart household devices such as lamps, fans, and coffee makers. The author discusses using the plug for routines and scheduling and notes that the product works exclusively with the Alexa ecosystem.

Keywords: smart plug, home automation, technology, gadgets, smart home