Argus Digest: test

Scored 172 articles from 151 feeds; 15 included in digest.

Run ID: run-1786952650250

Generated: August 17, 2026 at 03:47 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
Bogleheads forumnews1105%0.050%1.1hStable
Guardiannews11010%0.200%10.9hStable
Hacker Newscommentary11010%0.240%2.7dStable
Medium AI (keyword)commentary1106%0.100%0.8hStable
MyFTnews1106%0.050%6.4hStable
NYT front page news1107%0.070%7.8hStable
Reddit AntiAInews1108%0.120%7.7hStable
Reddit R/Bitcoinnews1107%0.090%8.8hStable
arXiv CompSci CLresearch110~7%~0.10~0%3.8hLow sample
arXiv CompSci MLresearch110~8%~0.08~0%3.8hLow sample
WSJ US Businessnews165%0.060%10.0hStable
The Vergenews1312%0.150%5.6hStable
Atlas Obscuracommentary1127%0.640%8.1hStable
El Reg Offbeatnews11Collecting dataCollecting dataCollecting data10.1hCollecting
Reddit FuckAInews11Collecting dataCollecting dataCollecting data3.9dCollecting
Bloomberg Marketsnews0103%0.020%5.9hStable
Medium Artificial Intelligence (keyword)commentary0106%0.110%0.8hStable
Zero Hedgecommentary0103%0.020%9.4hStable
Seeking Alpha Newscommentary072%0.010%1.1hStable
India Timesnews061%0.010%4.2hStable
Outside Law School Scam - Commentscommentary03Collecting dataCollecting dataCollecting data1.3dCollecting
Reddit R/Ethereumnews02~8%~0.07~0%2.8hLow sample
WSJ Social Economynews025%0.010%5.2hStable
WSJ Tech news028%0.080%7.9hStable
BIG by Matt Stollercommentary01Collecting dataCollecting dataCollecting data2.4hCollecting
Daring Fireballcommentary01~16%~0.16~0%4.2hLow sample
FT Alphavillenews01~12%~0.11~0%3.9hLow sample
Latent Spacecommentary01Collecting dataCollecting dataCollecting data4.8hCollecting
Reddit R/Altcoinnews01Collecting dataCollecting dataCollecting dataNo recent dataCollecting
TechCrunchnews0110%0.110%7.5hStable
The Atlanticnews0111%0.100%9.4hStable
Venture Beatcommentary01~0%~0.03~0%7.8hLow sample

Source: Bogleheads forum

Type: news

Included: 1

Scored: 10

28d Digest Rate: 5%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 1.1h

28d Confidence: Stable

Source: Guardian

Type: news

Included: 1

Scored: 10

28d Digest Rate: 10%

28d Avg Score: 0.20

28d Hotlist Hit: 0%

7d Article Age: 10.9h

28d Confidence: Stable

Source: Hacker News

Type: commentary

Included: 1

Scored: 10

28d Digest Rate: 10%

28d Avg Score: 0.24

28d Hotlist Hit: 0%

7d Article Age: 2.7d

28d Confidence: Stable

Source: Medium AI (keyword)

Type: commentary

Included: 1

Scored: 10

28d Digest Rate: 6%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 0.8h

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: 6.4h

28d Confidence: Stable

Source: NYT front page

Type: news

Included: 1

Scored: 10

28d Digest Rate: 7%

28d Avg Score: 0.07

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: 0.12

28d Hotlist Hit: 0%

7d Article Age: 7.7h

28d Confidence: Stable

Source: Reddit R/Bitcoin

Type: news

Included: 1

Scored: 10

28d Digest Rate: 7%

28d Avg Score: 0.09

28d Hotlist Hit: 0%

7d Article Age: 8.8h

28d Confidence: Stable

Source: arXiv CompSci CL

Type: research

Included: 1

Scored: 10

28d Digest Rate: ~7%

28d Avg Score: ~0.10

28d Hotlist Hit: ~0%

7d Article Age: 3.8h

28d Confidence: Low sample

Source: arXiv CompSci ML

Type: research

Included: 1

Scored: 10

28d Digest Rate: ~8%

28d Avg Score: ~0.08

28d Hotlist Hit: ~0%

7d Article Age: 3.8h

28d Confidence: Low sample

Source: WSJ US Business

Type: news

Included: 1

Scored: 6

28d Digest Rate: 5%

28d Avg Score: 0.06

28d Hotlist Hit: 0%

7d Article Age: 10.0h

28d Confidence: Stable

Source: The Verge

Type: news

Included: 1

Scored: 3

28d Digest Rate: 12%

28d Avg Score: 0.15

28d Hotlist Hit: 0%

7d Article Age: 5.6h

28d Confidence: Stable

Source: Atlas Obscura

Type: commentary

Included: 1

Scored: 1

28d Digest Rate: 27%

28d Avg Score: 0.64

28d Hotlist Hit: 0%

7d Article Age: 8.1h

28d Confidence: Stable

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: 10.1h

28d Confidence: Collecting

Source: Reddit FuckAI

Type: news

Included: 1

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 3.9d

28d Confidence: Collecting

Source: Bloomberg Markets

Type: news

Included: 0

Scored: 10

28d Digest Rate: 3%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 5.9h

28d Confidence: Stable

Source: Medium Artificial Intelligence (keyword)

Type: commentary

Included: 0

Scored: 10

28d Digest Rate: 6%

28d Avg Score: 0.11

28d Hotlist Hit: 0%

7d Article Age: 0.8h

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: 9.4h

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: 4.2h

28d Confidence: Stable

Source: Outside Law School Scam - Comments

Type: commentary

Included: 0

Scored: 3

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 1.3d

28d Confidence: Collecting

Source: Reddit R/Ethereum

Type: news

Included: 0

Scored: 2

28d Digest Rate: ~8%

28d Avg Score: ~0.07

28d Hotlist Hit: ~0%

7d Article Age: 2.8h

28d Confidence: Low sample

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: 5.2h

28d Confidence: Stable

Source: WSJ Tech

Type: news

Included: 0

Scored: 2

28d Digest Rate: 8%

28d Avg Score: 0.08

28d Hotlist Hit: 0%

7d Article Age: 7.9h

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: 2.4h

28d Confidence: Collecting

Source: Daring Fireball

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: ~16%

28d Avg Score: ~0.16

28d Hotlist Hit: ~0%

7d Article Age: 4.2h

28d Confidence: Low sample

Source: FT Alphaville

Type: news

Included: 0

Scored: 1

28d Digest Rate: ~12%

28d Avg Score: ~0.11

28d Hotlist Hit: ~0%

7d Article Age: 3.9h

28d Confidence: Low sample

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: Reddit R/Altcoin

Type: news

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: TechCrunch

Type: news

Included: 0

Scored: 1

28d Digest Rate: 10%

28d Avg Score: 0.11

28d Hotlist Hit: 0%

7d Article Age: 7.5h

28d Confidence: Stable

Source: The Atlantic

Type: news

Included: 0

Scored: 1

28d Digest Rate: 11%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 9.4h

28d Confidence: Stable

Source: Venture Beat

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: ~0%

28d Avg Score: ~0.03

28d Hotlist Hit: ~0%

7d Article Age: 7.8h

28d Confidence: Low sample

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

I’m hooked on Peak Design’s new City bags

The Verge | positive | Published: 03:00 Aug 17, 2026 (Eastern)

The Verge reviews Peak Design's new City Line bags, highlighting a clever sewn-in hook feature called BagLev, which is designed to keep the bags elevated off the ground.

Keywords: Peak Design, City bags, BagLev, camera gear, bag hook

Niu Lai, an animated film that recently got mega-viral in China, stands out from sea of AI slops with geniue and yet awful animation

Reddit AntiAI | positive | Published: 04:16 Aug 16, 2026 (Eastern)

A Reddit post shares a link and image regarding "Niu Lai," an animated film that recently went viral in China and has been referred to by people as an "instant cow-t classic."

Keywords: Niu Lai, animation, viral video, China, cow-t classic

Rogue Creamery in Central Point, Oregon

Atlas Obscura | positive | Published: 15:28 Aug 16, 2026 (Eastern)

Located in Central Point, Oregon, Rogue Creamery offers a selection of cheeses including cheese curds and award-winning Rogue Blue cheese, alongside grilled cheese, wine, and a cheese club. The creamery features a vintage aesthetic with a mural, neon sign, and old pickup truck, and holds the distinction of being Oregon's first B-Corporation business for its commitment to service and sustainability.

Keywords: Rogue Creamery, Oregon, cheese, Rogue Blue, grilled cheese, Central Point

At Melbourne’s Ovolo South Yarra hotel, the volume is turned up to 11

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

The Ovolo South Yarra hotel in Melbourne features a music-themed, retro-maximalist design inspired by rock and pop legends.

Keywords: Ovolo South Yarra, Melbourne, hotel, retro-maximalist, music

Dancing with friends and enemies: boids' swarm intelligence (2012)

Hacker News | neutral | Published: 08:40 Aug 11, 2026 (Eastern)

The article provides Wolfram Mathematica code for 2D and 3D 'Manipulate' interfaces that simulate swarm intelligence, described as 'Dancing with friends and enemies' using boids. The code includes customizable parameters for step size toward friends, step size away from enemies, contraction, point size, plot range, opacity, color scale, and color style gradients.

Keywords: boids, swarm intelligence, flocking behavior, simulation, animals

Zale Parry, Aquatic Hollywood Star and Early Acid Tripper, Dies at 93

NYT front page | neutral | Subscription | Published: 17:07 Aug 16, 2026 (Eastern)

Zale Parry, an aquatic Hollywood star, early LSD study participant, and the subject of a Sports Illustrated cover following a diving feat, has died at the age of 93.

Keywords: Zale Parry, Sports Illustrated, diving, LSD, Hollywood

I painted this Bitcoin piece by hand using textured gold, what do Bitcoiners think?

Reddit R/Bitcoin | positive | Published: 13:39 Aug 16, 2026 (Eastern)

An artist sharing on Reddit has created a hand-painted Bitcoin artwork using textured gold and is seeking feedback from the Bitcoin community on whether they would display such a piece and what could be improved.

Keywords: Bitcoin, Art, Painting, Textured Gold, Cryptocurrency

Virgin Galactic flights stay paused while ticket prices head for the Moon

El Reg Offbeat | neutral | Published: 09:45 Aug 14, 2026 (Eastern)

The provided text contains a collection of headlines and brief summaries covering various technology topics, including AI and machine learning developments from Anthropic, DeepSeek, and Modular; infosec updates regarding Russian phishing via Signal support, unpatched Microsoft SharePoint zero-day attacks, and DEF CON initiatives; and FOSS news about GNOME configurations, Debian releases, Joomla extension exploits, and Cinnamon's support for Wayland.

Keywords: Virgin Galactic, spaceflight, ticket prices, space tourism

Seifert demolition job sets up Manchester Super Giants for maiden men’s Hundred title

Guardian | positive | Subscription | Published: 16:57 Aug 16, 2026 (Eastern)

The Manchester Super Giants won their maiden men's Hundred title by defeating the Trent Rockets by five wickets in the final at Lord's. Tim Seifert led the chase with 72 runs off 38 balls, supported by Noor Ahmad, who took three wickets for 33 runs. Despite a late wobble that saw Mohammad Amir take crucial wickets, Liam Dawson sealed the victory with a six off the final over. The Trent Rockets posted a competitive total featuring contributions from Aneurin Donald, Mitchell Santner, and Lewis Gregory, but ultimately fell short after a dominant performance by Seifert.

Keywords: Manchester Super Giants, Trent Rockets, cricket, The Hundred, Tim Seifert

Seeing is Coding: On the Effectiveness of Vision Language Models in Code Understanding

arXiv CompSci CL | neutral | Published: 00:00 Aug 17, 2026 (Eastern)

This research paper explores the effectiveness of Multimodal Large Language Models (MLLMs) in code understanding by representing source code as rendered images rather than traditional text tokens. The authors conducted a systematic study evaluating how visual compression impacts computational efficiency and performance. Their findings show that MLLMs can achieve up to an 8x token reduction while effectively understanding code, leverage visual cues like syntax highlighting to improve code completion under 4x compression, and maintain exceptional resilience in tasks such as clone detection, where certain compression ratios even slightly outperform raw text inputs.

Keywords: Multimodal Large Language Models, code understanding, image modality, token compression, artificial intelligence

K-Beauty Has Conquered the World. China’s Proya Wants C-Beauty to Be Next.

WSJ US Business | neutral | Subscription | Published: 21:41 Aug 16, 2026 (Eastern)

Proya Cosmetics plans to begin selling its flagship brand in the United States through a partnership with the retailer Ulta Beauty.

Keywords: Proya Cosmetics, C-Beauty, Ulta Beauty, beauty industry, business expansion

You’re Not Stuck. You’re just in the wrong career.

Medium AI (keyword) | neutral | Published: 03:01 Aug 17, 2026 (Eastern)

The article discusses the experience of being genuinely competent and well-regarded in a job that others rely on, while suggesting that feeling stuck may actually indicate being in the wrong career.

Keywords: career, job satisfaction, professional development, workplace

hint$^2$: Hierarchical World Models for Inference-Time Temporal Logic Guidance

arXiv CompSci ML | neutral | Published: 00:00 Aug 17, 2026 (Eastern)

The article introduces hint^2, a method that uses hierarchical world models to guide short-horizon robotic policies toward satisfying complex Linear Temporal Logic (LTL) specifications at inference time. The approach utilizes a high-level model to guide task progress through the LTL automaton and a low-level dynamics model for local safety guidance. According to the paper, hint^2 outperforms existing inference-time steering and language-conditioned methods in the CALVIN benchmark and successfully executes complex instructions on a real UR5e manipulator.

Keywords: robot learning, Linear Temporal Logic, world models, artificial intelligence, manipulation policies

Personal Consumer Issues • Re: Is Aldi's organic and grass-fed beef good quality?

Bogleheads forum | neutral | Published: 02:24 Aug 17, 2026 (Eastern)

A user on the Bogleheads forum responds to a question regarding the quality of Aldi's organic and grass-fed beef by suggesting that someone buy and eat it, and then share their opinion.

Keywords: Aldi, organic beef, grass-fed beef, Bogleheads, grocery

I know what AI hears while processing your prompts

Reddit FuckAI | negative | Published: 15:39 May 18, 2026 (Eastern)

A Reddit post titled "I know what AI hears while processing your prompts" was submitted by user RainCame on the r/FuckAI subreddit, including a link and a comments section.

Keywords: AI, artificial intelligence, prompts, audio