Argus Digest: test

Scored 222 articles from 151 feeds; 15 included in digest.

Run ID: run-1792655439883

Generated: October 22, 2026 at 03:54 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
Ars Technical All Newsnews11014%0.130%7.4hStable
Guardiannews11010%0.180%10.7hStable
Hacker Newscommentary11010%0.270%1.8dStable
Medium AI (keyword)commentary1108%0.100%0.8hStable
MyFTnews1105%0.050%4.1hStable
Reddit AI Warsnews110~10%~0.15~0%9.3hLow sample
TechCrunchnews1109%0.110%7.7hStable
The Vergenews11013%0.160%7.9hStable
WSJ US Businessnews1105%0.050%9.5hStable
Outside Law School Scam - Commentscommentary13Collecting dataCollecting dataCollecting dataNo recent dataCollecting
Economist: Sci & Technews12Collecting dataCollecting dataCollecting data1.7hCollecting
ZD Netnews12~7%~0.11~0%7.2hLow sample
Atlas Obscuracommentary11~46%~0.63~0%8.3hLow sample
Daring Fireballcommentary11~22%~0.18~0%6.6hLow sample
FT Alphavillenews11~9%~0.09~0%8.2hLow sample
Bloomberg Marketsnews0102%0.020%4.9hStable
Bogleheads forumnews0105%0.050%0.9hStable
Medium Artificial Intelligence (keyword)commentary0107%0.110%0.8hStable
NYT front page news0106%0.050%7.2hStable
Reddit AntiAInews0107%0.130%12.4hStable
Zero Hedgecommentary0102%0.010%9.5hStable
arXiv CompSci CLresearch010~8%~0.10~0%3.9hLow sample
arXiv CompSci MLresearch010~8%~0.10~0%3.9hLow sample
WSJ Tech news096%0.070%7.8hStable
Seeking Alpha Newscommentary072%0.020%1.8hStable
India Timesnews060%0.000%5.4hStable
Reddit R/FuturesTradingnews03~2%~0.02~0%12.6hLow sample
The Atlanticnews0312%0.120%8.9hStable
WSJ Social Economynews022%0.010%7.9hStable
Wired AI Newsnews02~15%~0.18~0%9.2hLow sample
Better Markets Substacknews01Collecting dataCollecting dataCollecting data1.0hCollecting
Debt Seriouscommentary01Collecting dataCollecting dataCollecting data10.6hCollecting
Economist: Europenews01Collecting dataCollecting dataCollecting data7.7hCollecting
Economist: Leadersnews01Collecting dataCollecting dataCollecting data9.7hCollecting
Futurismnews0114%0.170%5.4hStable
MIT Business Researchresearch01Collecting dataCollecting dataCollecting data3.8hCollecting
Reddit R/Ethereumnews01~11%~0.08~0%5.0hLow sample
Secure Listnews01Collecting dataCollecting dataCollecting data4.6hCollecting
Tom’s Hardwarenews0110%0.180%8.9hStable
a16zother01Collecting dataCollecting dataCollecting data5.1hCollecting

Source: Ars Technical All News

Type: news

Included: 1

Scored: 10

28d Digest Rate: 14%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 7.4h

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 AI (keyword)

Type: commentary

Included: 1

Scored: 10

28d Digest Rate: 8%

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: 5%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 4.1h

28d Confidence: Stable

Source: Reddit AI Wars

Type: news

Included: 1

Scored: 10

28d Digest Rate: ~10%

28d Avg Score: ~0.15

28d Hotlist Hit: ~0%

7d Article Age: 9.3h

28d Confidence: Low sample

Source: TechCrunch

Type: news

Included: 1

Scored: 10

28d Digest Rate: 9%

28d Avg Score: 0.11

28d Hotlist Hit: 0%

7d Article Age: 7.7h

28d Confidence: Stable

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: 7.9h

28d Confidence: Stable

Source: WSJ US Business

Type: news

Included: 1

Scored: 10

28d Digest Rate: 5%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 9.5h

28d Confidence: Stable

Source: Outside Law School Scam - Comments

Type: commentary

Included: 1

Scored: 3

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: Economist: Sci & Tech

Type: news

Included: 1

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 1.7h

28d Confidence: Collecting

Source: ZD Net

Type: news

Included: 1

Scored: 2

28d Digest Rate: ~7%

28d Avg Score: ~0.11

28d Hotlist Hit: ~0%

7d Article Age: 7.2h

28d Confidence: Low sample

Source: Atlas Obscura

Type: commentary

Included: 1

Scored: 1

28d Digest Rate: ~46%

28d Avg Score: ~0.63

28d Hotlist Hit: ~0%

7d Article Age: 8.3h

28d Confidence: Low sample

Source: Daring Fireball

Type: commentary

Included: 1

Scored: 1

28d Digest Rate: ~22%

28d Avg Score: ~0.18

28d Hotlist Hit: ~0%

7d Article Age: 6.6h

28d Confidence: Low sample

Source: FT Alphaville

Type: news

Included: 1

Scored: 1

28d Digest Rate: ~9%

28d Avg Score: ~0.09

28d Hotlist Hit: ~0%

7d Article Age: 8.2h

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: 4.9h

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: Medium Artificial Intelligence (keyword)

Type: commentary

Included: 0

Scored: 10

28d Digest Rate: 7%

28d Avg Score: 0.11

28d Hotlist Hit: 0%

7d Article Age: 0.8h

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: 7.2h

28d Confidence: Stable

Source: Reddit AntiAI

Type: news

Included: 0

Scored: 10

28d Digest Rate: 7%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 12.4h

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: 9.5h

28d Confidence: Stable

Source: arXiv CompSci CL

Type: research

Included: 0

Scored: 10

28d Digest Rate: ~8%

28d Avg Score: ~0.10

28d Hotlist Hit: ~0%

7d Article Age: 3.9h

28d Confidence: Low sample

Source: arXiv CompSci ML

Type: research

Included: 0

Scored: 10

28d Digest Rate: ~8%

28d Avg Score: ~0.10

28d Hotlist Hit: ~0%

7d Article Age: 3.9h

28d Confidence: Low sample

Source: WSJ Tech

Type: news

Included: 0

Scored: 9

28d Digest Rate: 6%

28d Avg Score: 0.07

28d Hotlist Hit: 0%

7d Article Age: 7.8h

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: 1.8h

28d Confidence: Stable

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: 5.4h

28d Confidence: Stable

Source: Reddit R/FuturesTrading

Type: news

Included: 0

Scored: 3

28d Digest Rate: ~2%

28d Avg Score: ~0.02

28d Hotlist Hit: ~0%

7d Article Age: 12.6h

28d Confidence: Low sample

Source: The Atlantic

Type: news

Included: 0

Scored: 3

28d Digest Rate: 12%

28d Avg Score: 0.12

28d Hotlist Hit: 0%

7d Article Age: 8.9h

28d Confidence: Stable

Source: WSJ Social Economy

Type: news

Included: 0

Scored: 2

28d Digest Rate: 2%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 7.9h

28d Confidence: Stable

Source: Wired AI News

Type: news

Included: 0

Scored: 2

28d Digest Rate: ~15%

28d Avg Score: ~0.18

28d Hotlist Hit: ~0%

7d Article Age: 9.2h

28d Confidence: Low sample

Source: Better Markets 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: 1.0h

28d Confidence: Collecting

Source: Debt Serious

Type: commentary

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 10.6h

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: 7.7h

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: 9.7h

28d Confidence: Collecting

Source: Futurism

Type: news

Included: 0

Scored: 1

28d Digest Rate: 14%

28d Avg Score: 0.17

28d Hotlist Hit: 0%

7d Article Age: 5.4h

28d Confidence: Stable

Source: MIT Business 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: Reddit R/Ethereum

Type: news

Included: 0

Scored: 1

28d Digest Rate: ~11%

28d Avg Score: ~0.08

28d Hotlist Hit: ~0%

7d Article Age: 5.0h

28d Confidence: Low sample

Source: Secure List

Type: news

Included: 0

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 4.6h

28d Confidence: Collecting

Source: Tom’s Hardware

Type: news

Included: 0

Scored: 1

28d Digest Rate: 10%

28d Avg Score: 0.18

28d Hotlist Hit: 0%

7d Article Age: 8.9h

28d Confidence: Stable

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: 5.1h

28d Confidence: Collecting

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

Orangutans prefer food associated with sounds of laughter, study suggests

Guardian | positive | Subscription | Published: 17:00 Oct 21, 2026 (Eastern)

According to a study published in Biology Letters, research involving captive orangutans suggests that the great apes prefer food associated with the sound of their peers playing and laughing. Scientists at Indiana University trained six orangutans to search for treats hidden in bowls covered with different substances, while playing recordings of either laughter or environmental sounds. Trials showed that four of the six orangutans clearly preferred the bowls associated with laughter. Senior author Erica Cartmill stated that an animal's emotional state and context while learning can influence how it values and remembers information, with potential implications for understanding learning processes in both animals and humans.

Keywords: orangutans, animals, laughter, behavior, study

He Self-Funded a $45 Million Nicolas Cage Movie. Then It Was Stolen.

WSJ US Business | neutral | Subscription | Published: 20:00 Oct 21, 2026 (Eastern)

A little-known producer has filed a $105 million lawsuit against Netflix after a drive containing a $45 million Nicolas Cage film he self-funded went missing from the streaming company's offices.

Keywords: Nicolas Cage, Netflix, lawsuit, producer, missing film

Selling point: it's the first National Park wi...

Outside Law School Scam - Comments | neutral | Published: 13:44 Oct 14, 2026 (Eastern)

A brief comment mentions a selling point about the first National Park having its own law school and questions what might be next, such as a Yellowstone School of Law.

Keywords: National Park, Law School, Yellowstone, Humor

Hunebed D27 in Borger, Netherlands

Atlas Obscura | neutral | Published: 16:00 Oct 21, 2026 (Eastern)

Located in Borger, Netherlands, Hunebed D27 is the largest dolmen in the country. At over 22 meters long and more than 5,000 years old, the megalithic monument features massive boulders, including a 20-ton capstone, and was the site of the first documented archaeological excavation of a Dutch dolmen in 1685. Much of the site remains undisturbed with a sealed burial chamber.

Keywords: Hunebed D27, Borger, Netherlands, dolmen, megalithic monument, archaeology

10 Songs That Predicted the Future

Medium AI (keyword) | neutral | Published: 03:05 Oct 22, 2026 (Eastern)

The article discusses ten musical tracks that anticipated future events, noting that these predictions were largely achieved by paying close attention to the present.

Keywords: music, songs, predictions, pop culture

Guess these gilet prices and we’ll predict which bank you work at

FT Alphaville | neutral | Subscription | Published: 01:00 Oct 22, 2026 (Eastern)

FT Alphaville published an interactive feature titled "Guess these gilet prices and we’ll predict which bank you work at" with the accompanying text "Fully vested."

Keywords: gilet, banking, fashion, quiz

Code is clay now

Hacker News | neutral | Published: 11:19 Oct 19, 2026 (Eastern)

Alberto Denia discusses how agentic coding has transformed software development, shifting code from a rigid, stone-like material to a malleable substance like clay where the cost of changes has collapsed. The article explores how this allows for modeling and rapid iteration, requiring developers to apply human judgment, taste, and architecture. It contrasts two emerging workflows: the artisan approach, where humans stay directly in the fast feedback loop to explore and refine features, and the factory approach, which uses automated pipelines of specs, generators, and verifiers to handle repetitive tasks with minimal human intervention. Denia notes that these two approaches are complementary and can be mixed depending on the problem being solved.

Keywords: coding, software development, technology, programming

Airbnb bans making guests do dishes and take out the trash

The Verge | neutral | Published: 15:54 Oct 21, 2026 (Eastern)

Airbnb has updated its house rules policy, effective for reservations booked on or after November 20th, to ban hosts from requiring guests to complete time-consuming or significant-effort chores upon check-out.

Keywords: Airbnb, house rules, checkout chores, travel

Oblivion Remastered Mod Built Using Claude AI Boosts FPS By Over 40% And Drastically Reduces Stuttering Without Sacrificing Visual Quality

Reddit AI Wars | positive | Published: 11:22 Oct 21, 2026 (Eastern)

A Reddit post shares a link to an article about an Oblivion Remastered mod built using Claude AI, which reportedly boosts FPS by over 40% and reduces stuttering without sacrificing visual quality. The poster questions the notion that such coding methods only produce bugs and poor results.

Keywords: Oblivion, mod, Claude AI, gaming, FPS

The second may soon be redefined

Economist: Sci & Tech | neutral | Subscription | Published: 18:13 Oct 21, 2026 (Eastern)

According to the Economist: Sci & Tech, the second may soon be redefined as several atomic clocks compete for the job.

Keywords: atomic clocks, time measurement, physics, science

The Imperial, Bloomsbury: a modernist landmark brought bang up to date

MyFT | neutral | Subscription | Published: 00:00 Oct 22, 2026 (Eastern)

The Imperial in Bloomsbury, a hotel originally derided by critics upon opening in 1970, has undergone a major renovation, prompting questions about whether its moment has finally arrived.

Keywords: The Imperial, Bloomsbury, architecture, hotel renovation, modernist landmark

★ The iPhone Duo

Daring Fireball | neutral | Published: 18:59 Oct 21, 2026 (Eastern)

John Gruber reviews the iPhone Duo, describing it as a device that functions as both a cumbersome, poorly laid-out phone when folded and a splendid, joyful tablet when unfolded. He notes that while the outer display offers the worst iPhone experience ever due to its thick weight, cramped screen, and awkward UI placements, the inner 7.6-inch display provides a fantastic pocketable tablet experience. Ultimately, Gruber compares the device to a Transformer, characterizing it not as a good phone, but as a tablet in disguise that carries a high price tag and numerous design compromises.

Keywords: iPhone Duo, Tech Review, Gadgets, Apple

Xbox wants you to pay 24 to 40 cents per hour to stream games you already bought

Ars Technical All News | negative | Published: 18:06 Oct 21, 2026 (Eastern)

Xbox is introducing time-based a la carte charges ranging from 24 to 40 cents per hour for streaming games that users have already purchased.

Keywords: Xbox, cloud gaming, pricing, streaming, video games

GridCraft is the open-source Excel clone for Linux I’ve been waiting for

ZD Net | neutral | Published: 22:00 Oct 21, 2026 (Eastern)

GridCraft is a free, open-source spreadsheet application developed by ArtCraft that is designed to mimic Microsoft Excel. Written in Rust, it runs natively and quickly across Linux, FreeBSD, macOS, and Windows. The application features native XLSX compatibility, over 500 calculation functions, charts, pivot tables, agent-native automation, and copy-on-write workbooks. While it delivers strong performance and handles large spreadsheets effectively, it currently lacks a robust template feature for saving files as .xltx formats.

Keywords: GridCraft, open-source, spreadsheets, Linux, Microsoft Office

Airbnb limits chores for guests, sparking backlash from hosts

TechCrunch | negative | Published: 18:16 Oct 21, 2026 (Eastern)

Airbnb has announced a new policy, effective for reservations made on or after November 20, that prohibits hosts from requiring guests to perform certain checkout chores, such as stripping beds, washing and putting away dishes, starting laundry, or removing trash. The update addresses long-standing customer complaints about having to complete tasks despite paying cleaning fees. While some guests welcome the change, hosts have expressed backlash in community forums, arguing that basic cleaning duties are necessary to protect their properties and maintain sanitary conditions, with some threatening to leave the platform. Exceptions to the rule include requests to conserve water during droughts or use bear-proof trash containers in wildlife areas.

Keywords: Airbnb, chores, hosts, guests, travel