Argus Digest: test

Scored 206 articles from 151 feeds; 15 included in digest.

Run ID: run-1786607198015

Generated: August 13, 2026 at 03:50 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
Guardiannews11010%0.190%11.0hStable
Hacker Newscommentary11010%0.230%3.2dStable
Medium Artificial Intelligence (keyword)commentary1106%0.100%0.9hStable
MyFTnews1106%0.050%7.8hStable
Reddit AntiAInews1108%0.110%8.1hStable
arXiv CompSci CLresearch110~6%~0.09~0%3.8hLow sample
Medium AI (keyword)commentary196%0.100%0.8hStable
Ars Technical All Newsnews1710%0.110%8.5hStable
Daring Fireballcommentary15~17%~0.15~0%7.9hLow sample
The Atlanticnews1511%0.100%8.2hStable
The Vergenews1513%0.150%5.2hStable
TechCrunchnews1410%0.100%7.5hStable
MIT Research Generalresearch12Collecting dataCollecting dataCollecting data5.9hCollecting
Atlas Obscuracommentary1124%0.630%8.1hStable
Oddity Centralcommentary11Collecting dataCollecting dataCollecting data12.8hCollecting
Bloomberg Marketsnews0102%0.010%5.7hStable
Bogleheads forumnews0104%0.050%1.0hStable
NYT front page news0107%0.060%6.8hStable
WSJ US Businessnews0105%0.050%9.8hStable
Zero Hedgecommentary0103%0.020%9.1hStable
arXiv CompSci MLresearch010~9%~0.08~0%3.8hLow sample
Reddit R/Bitcoinnews077%0.080%15.8hStable
Seeking Alpha Newscommentary072%0.010%1.1hStable
India Timesnews061%0.010%5.2hStable
WSJ Tech news047%0.070%8.0hStable
AI Daily Brief YT podcastcommentary02Collecting dataCollecting dataCollecting data7.9hCollecting
FT Alphavillenews02~12%~0.11~0%8.0hLow sample
Outside Law School Scam - Commentscommentary02Collecting dataCollecting dataCollecting data19.6hCollecting
WSJ Social Economynews025%0.010%5.6hStable
Book Riotcommentary0114%0.290%9.9hStable
CFTC Generalpolicy_release01Collecting dataCollecting dataCollecting data10.6hCollecting
Cassandra Unchained by Michael J Burycommentary01Collecting dataCollecting dataCollecting data11.7hCollecting
Closing Line Substack news01Collecting dataCollecting dataCollecting data7.5hCollecting
Economist: Businessnews01Collecting dataCollecting dataCollecting data1.9dCollecting
Economist: Chinanews01Collecting dataCollecting dataCollecting data4.8hCollecting
Economist: Leadersnews01Collecting dataCollecting dataCollecting data9.2hCollecting
Economist: United Statesnews01Collecting dataCollecting dataCollecting data6.1hCollecting
Futurismnews0112%0.130%6.0hStable
Latent Spacecommentary01Collecting dataCollecting dataCollecting data5.7hCollecting
MIT Sci, Tech & Societyresearch01Collecting dataCollecting dataCollecting data3.4hCollecting
Reddit R/Ethereumnews01~7%~0.07~0%4.4hLow sample
Tom’s Hardwarenews019%0.230%8.9hStable
Wired AI Newsnews01~16%~0.15~0%9.4hLow sample
ZD Netnews0110%0.120%7.1hStable

Source: Guardian

Type: news

Included: 1

Scored: 10

28d Digest Rate: 10%

28d Avg Score: 0.19

28d Hotlist Hit: 0%

7d Article Age: 11.0h

28d Confidence: Stable

Source: Hacker News

Type: commentary

Included: 1

Scored: 10

28d Digest Rate: 10%

28d Avg Score: 0.23

28d Hotlist Hit: 0%

7d Article Age: 3.2d

28d Confidence: Stable

Source: Medium Artificial Intelligence (keyword)

Type: commentary

Included: 1

Scored: 10

28d Digest Rate: 6%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 0.9h

28d Confidence: Stable

Source: MyFT

Type: news

Included: 1

Scored: 10

28d Digest Rate: 6%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 7.8h

28d Confidence: Stable

Source: Reddit AntiAI

Type: news

Included: 1

Scored: 10

28d Digest Rate: 8%

28d Avg Score: 0.11

28d Hotlist Hit: 0%

7d Article Age: 8.1h

28d Confidence: Stable

Source: arXiv CompSci CL

Type: research

Included: 1

Scored: 10

28d Digest Rate: ~6%

28d Avg Score: ~0.09

28d Hotlist Hit: ~0%

7d Article Age: 3.8h

28d Confidence: Low sample

Source: Medium AI (keyword)

Type: commentary

Included: 1

Scored: 9

28d Digest Rate: 6%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 0.8h

28d Confidence: Stable

Source: Ars Technical All News

Type: news

Included: 1

Scored: 7

28d Digest Rate: 10%

28d Avg Score: 0.11

28d Hotlist Hit: 0%

7d Article Age: 8.5h

28d Confidence: Stable

Source: Daring Fireball

Type: commentary

Included: 1

Scored: 5

28d Digest Rate: ~17%

28d Avg Score: ~0.15

28d Hotlist Hit: ~0%

7d Article Age: 7.9h

28d Confidence: Low sample

Source: The Atlantic

Type: news

Included: 1

Scored: 5

28d Digest Rate: 11%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 8.2h

28d Confidence: Stable

Source: The Verge

Type: news

Included: 1

Scored: 5

28d Digest Rate: 13%

28d Avg Score: 0.15

28d Hotlist Hit: 0%

7d Article Age: 5.2h

28d Confidence: Stable

Source: TechCrunch

Type: news

Included: 1

Scored: 4

28d Digest Rate: 10%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 7.5h

28d Confidence: Stable

Source: MIT Research General

Type: research

Included: 1

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 5.9h

28d Confidence: Collecting

Source: Atlas Obscura

Type: commentary

Included: 1

Scored: 1

28d Digest Rate: 24%

28d Avg Score: 0.63

28d Hotlist Hit: 0%

7d Article Age: 8.1h

28d Confidence: Stable

Source: Oddity Central

Type: commentary

Included: 1

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 12.8h

28d Confidence: Collecting

Source: Bloomberg Markets

Type: news

Included: 0

Scored: 10

28d Digest Rate: 2%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 5.7h

28d Confidence: Stable

Source: Bogleheads forum

Type: news

Included: 0

Scored: 10

28d Digest Rate: 4%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 1.0h

28d Confidence: Stable

Source: NYT front page

Type: news

Included: 0

Scored: 10

28d Digest Rate: 7%

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: 10

28d Digest Rate: 5%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 9.8h

28d Confidence: Stable

Source: Zero Hedge

Type: commentary

Included: 0

Scored: 10

28d Digest Rate: 3%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 9.1h

28d Confidence: Stable

Source: arXiv CompSci ML

Type: research

Included: 0

Scored: 10

28d Digest Rate: ~9%

28d Avg Score: ~0.08

28d Hotlist Hit: ~0%

7d Article Age: 3.8h

28d Confidence: Low sample

Source: Reddit R/Bitcoin

Type: news

Included: 0

Scored: 7

28d Digest Rate: 7%

28d Avg Score: 0.08

28d Hotlist Hit: 0%

7d Article Age: 15.8h

28d Confidence: Stable

Source: Seeking Alpha News

Type: commentary

Included: 0

Scored: 7

28d Digest Rate: 2%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 1.1h

28d Confidence: Stable

Source: India Times

Type: news

Included: 0

Scored: 6

28d Digest Rate: 1%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 5.2h

28d Confidence: Stable

Source: WSJ Tech

Type: news

Included: 0

Scored: 4

28d Digest Rate: 7%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 8.0h

28d Confidence: Stable

Source: AI Daily Brief YT podcast

Type: commentary

Included: 0

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 7.9h

28d Confidence: Collecting

Source: FT Alphaville

Type: news

Included: 0

Scored: 2

28d Digest Rate: ~12%

28d Avg Score: ~0.11

28d Hotlist Hit: ~0%

7d Article Age: 8.0h

28d Confidence: Low sample

Source: Outside Law School Scam - Comments

Type: commentary

Included: 0

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 19.6h

28d Confidence: Collecting

Source: WSJ Social Economy

Type: news

Included: 0

Scored: 2

28d Digest Rate: 5%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 5.6h

28d Confidence: Stable

Source: Book Riot

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: 14%

28d Avg Score: 0.29

28d Hotlist Hit: 0%

7d Article Age: 9.9h

28d Confidence: Stable

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: 10.6h

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: 11.7h

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: 7.5h

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: 1.9d

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: 4.8h

28d Confidence: Collecting

Source: Economist: Leaders

Type: news

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 9.2h

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: 6.1h

28d Confidence: Collecting

Source: Futurism

Type: news

Included: 0

Scored: 1

28d Digest Rate: 12%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 6.0h

28d Confidence: Stable

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: 5.7h

28d Confidence: Collecting

Source: MIT Sci, Tech & Society

Type: research

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 3.4h

28d Confidence: Collecting

Source: Reddit R/Ethereum

Type: news

Included: 0

Scored: 1

28d Digest Rate: ~7%

28d Avg Score: ~0.07

28d Hotlist Hit: ~0%

7d Article Age: 4.4h

28d Confidence: Low sample

Source: Tom’s Hardware

Type: news

Included: 0

Scored: 1

28d Digest Rate: 9%

28d Avg Score: 0.23

28d Hotlist Hit: 0%

7d Article Age: 8.9h

28d Confidence: Stable

Source: Wired AI News

Type: news

Included: 0

Scored: 1

28d Digest Rate: ~16%

28d Avg Score: ~0.15

28d Hotlist Hit: ~0%

7d Article Age: 9.4h

28d Confidence: Low sample

Source: ZD Net

Type: news

Included: 0

Scored: 1

28d Digest Rate: 10%

28d Avg Score: 0.12

28d Hotlist Hit: 0%

7d Article Age: 7.1h

28d Confidence: Stable

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

Wealthy Woman Bankrolls Drama Series So She Can Star in It and Kiss Male Lead More Than 60 Times

Oddity Central | positive | Published: 16:30 Aug 12, 2026 (Eastern)

Chinese short drama actor Zhong Yufei recently spoke out on social media about being allegedly harassed on set by his co-star, who was also the sole investor and financial backer of the 50-episode series. According to the article, the wealthy woman conditioned her funding on playing the female lead and having final script control, which included greenlighting over sixty kissing scenes despite crew objections. The male lead reported being forcibly kissed during production, enduring the situation in hopes of a career breakthrough. The series was ultimately rejected by its intended streaming platform for being too explicit and violating regulations, prompting producer Meng Xing to publicly clarify that the investor made all creative decisions. The situation has since gone viral on Chinese social media, sparking discussions regarding harassment and the influence of capital on production sets.

Keywords: drama series, wealthy woman, vanity project, romance, China

Mushroom behind 'tiny people' hallucinations identified

Hacker News | neutral | Published: 21:20 Aug 07, 2026 (Eastern)

An article titled "Mushroom behind 'tiny people' hallucinations identified" has been published, with a link to a discussion thread on Hacker News.

Keywords: mushroom, hallucinations, tiny people, fungi, science

Ask me anything so that i can take over ai's job and get my revenge.

Reddit AntiAI | positive | Published: 15:02 Aug 12, 2026 (Eastern)

A Reddit user on the r/antiai community invites questions in the comments, stating an intention to answer them from memory in order to replace AI tools like ChatGPT with human responses.

Keywords: Reddit, AI, human replacement, AMA

Google Design Pisses Its Pants on Twitter/X

Daring Fireball | mixed | Published: 21:03 Aug 12, 2026 (Eastern)

Google Design posted on X about a custom high-contrast completion animation in their goal-tracking sample app called "Achieve," which replaces the standard Material ripple effect to create a rewarding micro-interaction. The post drew critical commentary from users questioning the choice and quality of the design.

Keywords: Google Design, Twitter/X, social media, app design, internet culture

Ocean Photographer of the Year 2026 Finalists

The Atlantic | positive | Subscription | Published: 03:01 Aug 13, 2026 (Eastern)

Oceanographic Magazine has announced the finalist selections for the Ocean Photographer of the Year competition, featuring coastal, drone, and underwater photographs chosen from thousands of submissions.

Keywords: Ocean Photographer of the Year, photography competition, oceanography, underwater photography

Cruise ships, quiet towns and an all-day festival: millions flock to eclipse viewing spots across Europe

Guardian | positive | Subscription | Published: 15:56 Aug 12, 2026 (Eastern)

Millions of people across Europe, including tourists from around the world, gathered to watch a solar eclipse that traced an arc from Russia’s Arctic north across western Europe. Prime viewing locations offering totality included Greenland, Iceland, Portugal, and Spain, where crowds filled cities, rural towns, and parks. Activities surrounding the event included a music festival hosted by Björk in Iceland, scientific observations by Nasa and local researchers, livestreamed flights, and impromptu gatherings in locations such as London and Madrid.

Keywords: solar eclipse, Europe, astronomy, festival, nature

What your out-of-office really means

MyFT | neutral | Subscription | Published: 00:00 Aug 13, 2026 (Eastern)

An article from MyFT's Work & Careers section discusses the meaning behind out-of-office messages, describing them as an email translator for the summer holidays.

Keywords: out-of-office, email translator, summer holidays, work and careers, automated messages

The web’s newest weapon against AI scrapers is a font

Ars Technical All News | neutral | Published: 18:02 Aug 12, 2026 (Eastern)

Designers Isaque Seneda and Gabriel Abrucio have introduced a new font called ShieldFont to protect web pages from unauthorized AI scraping. The font uses ligatures to display readable text to end users while serving altered, nonsensical words in the underlying HTML that scrapers download.

Keywords: ShieldFont, AI scrapers, AI training data, typography

Cats and dogs are missing meals after a popular smart feeder went down

The Verge | negative | Published: 17:07 Aug 12, 2026 (Eastern)

An outage affecting Petlibro smart devices, which began on Tuesday, has prevented connected pet feeders, litter boxes, and water fountains from performing scheduled tasks like dispensing food.

Keywords: Petlibro, smart feeder, pet technology, outage, cats and dogs

We Finally Write Great Documentation. Nobody Reads It.

Medium AI (keyword) | neutral | Published: 02:59 Aug 13, 2026 (Eastern)

The author discusses shipping a new service featuring comprehensive documentation, noting that despite its high quality compared to previous work, it remains unread.

Keywords: software development, documentation, programming, tech humor

Lazareto de Menorca in Es Castell, Spain

Atlas Obscura | neutral | Published: 16:00 Aug 12, 2026 (Eastern)

Located on a small island in Mahón Harbour, Spain, the Lazareto of Menorca is a 19th-century maritime quarantine station built to isolate ships, passengers, and cargo from disease-affected ports. Designed as a self-contained complex featuring high walls, hospitals, chapels, warehouses, and living quarters, the site kept hundreds of people isolated for weeks to prevent the spread of epidemics like plague, cholera, and yellow fever. Today, the well-preserved complex is open to visitors.

Keywords: Lazareto de Menorca, Es Castell, Spain, quarantine station, Mahón Harbour, history

Do LLMs Take Care of Their Own? Similarity Signals Can Induce Cooperation

arXiv CompSci CL | neutral | Published: 00:00 Aug 13, 2026 (Eastern)

This research paper introduces a framework for evaluating large language model (LLM) decision-making in strategic interactions when agents are provided with graded similarity signals. The study finds that LLM models vary significantly in how they navigate similarity signals, that the dataset used to compute the similarity signal has little to no impact on induced cooperation, and that models systematically self-identify as highly similar when evaluating another model's chain-of-thought reasoning. Additionally, the authors develop an LLM-behavioral-game-theoretic model that captures aspects of their reasoning and supports cooperative outcomes in equilibrium under sufficiently high similarity scores.

Keywords: Large Language Models, AI cooperation, Game theory, Prisoner's Dilemma, Artificial Intelligence research

Northrop’s robot space mechanic is a new way to keep satellites at work longer

TechCrunch | neutral | Published: 16:53 Aug 12, 2026 (Eastern)

Northrop Grumman's Mission Extension Vehicle (MEV) has unplugged from an Optus communications satellite after more than a year of keeping it in position, making way for a newer generation of servicing technology. Northrop recently launched four new spacecraft on a SpaceX Falcon 9 rocket, including a DARPA-developed Mission Robotic Vehicle (MRV) equipped with robotic arms and three smaller Mission Extension Pods (MEPs). Scheduled for 2027, the MRV will attach an MEP to the Optus satellite to extend its operational lifespan. This initiative builds on Northrop's previous MEV missions aimed at keeping fuel-depleted satellites operational longer, with the MRV model designed to service multiple vehicles using detachable propulsion pods and in-orbit refueling capabilities.

Keywords: Northrop, Mission Robotic Vehicle, satellites, space technology, thruster

The UGC Actor Search That Keeps Finding the Wrong Person

Medium Artificial Intelligence (keyword) | neutral | Published: 02:49 Aug 13, 2026 (Eastern)

This article, titled "The UGC Actor Search That Keeps Finding the Wrong Person," serves as a guide on defining user-generated content (UGC) actors to prevent a project brief from turning into an unintended casting call.

Keywords: UGC actors, casting call, marketing, content creation

Researchers uncover hidden pore network within nuclear fuel

MIT Research General | neutral | Published: 00:00 Aug 13, 2026 (Eastern)

Researchers from MIT, Idaho National Laboratory, and Brookhaven National Laboratory conducted a detailed three-dimensional study of irradiated U-10Zr metallic nuclear fuel using high-energy synchrotron X-ray computed tomography. By analyzing samples from the historic Fast Flux Testing Facility reactor, the team uncovered a hidden, complex network of pores and mapped how porosity, chemistry, and fuel-cladding interactions evolve across the fuel radius. The findings revealed that pore density increases significantly near the fuel edge by the cladding, and that local uranium- or zirconium-rich environments impact pore morphology. These insights into how pores influence thermal performance, material migration, and fuel swelling could help improve models, optimize current metallic fuels for sodium-cooled fast reactors, and inform the design of next-generation nuclear reactor fuel systems.

Keywords: nuclear fuel, pore network, nuclear reactor, research