Argus Digest: test

Source contribution summary for this digest
Source	Type	Included	Scored	28d Digest Rate	28d Avg Score	28d Hotlist Hit	7d Article Age	28d Confidence
Bloomberg Markets	news	1	10	2%	0.02	0%	4.3h	Stable
Guardian	news	1	10	10%	0.17	0%	10.7h	Stable
Hacker News	commentary	1	10	10%	0.26	0%	1.5d	Stable
Medium Artificial Intelligence (keyword)	commentary	1	10	7%	0.11	0%	0.8h	Stable
Reddit AI Wars	news	1	10	~9%	~0.15	~0%	10.3h	Low sample
arXiv CompSci CL	research	1	10	~6%	~0.09	~0%	3.8h	Low sample
arXiv CompSci ML	research	1	10	~6%	~0.09	~0%	3.8h	Low sample
Ars Technical All News	news	1	9	13%	0.13	0%	8.4h	Stable
TechCrunch	news	1	8	9%	0.11	0%	6.2h	Stable
The Verge	news	1	8	12%	0.15	0%	8.1h	Stable
The Atlantic	news	1	6	11%	0.13	0%	8.0h	Stable
Atlas Obscura	commentary	1	1	~43%	~0.66	~0%	7.4h	Low sample
El Reg Offbeat	news	1	1	Collecting data	Collecting data	Collecting data	7.8h	Collecting
Futurism	news	1	1	12%	0.17	0%	5.7h	Stable
Silver Bulletin	commentary	1	1	Collecting data	Collecting data	Collecting data	2.6h	Collecting
Bogleheads forum	news	0	10	5%	0.05	0%	0.9h	Stable
MyFT	news	0	10	6%	0.05	0%	4.3h	Stable
NYT front page	news	0	10	6%	0.06	0%	7.3h	Stable
WSJ US Business	news	0	10	5%	0.05	0%	9.7h	Stable
Zero Hedge	commentary	0	10	2%	0.01	0%	8.4h	Stable
Medium AI (keyword)	commentary	0	8	8%	0.10	0%	0.8h	Stable
WSJ Tech	news	0	8	7%	0.07	0%	8.9h	Stable
Seeking Alpha News	commentary	0	7	2%	0.01	0%	1.3h	Stable
India Times	news	0	6	0%	0.00	0%	3.6h	Stable
WSJ Social Economy	news	0	3	3%	0.01	0%	6.9h	Stable
FT Alphaville	news	0	2	~10%	~0.10	~0%	5.2h	Low sample
Hugging Face	commentary	0	2	Collecting data	Collecting data	Collecting data	3.7h	Collecting
MIT AI Research	research	0	2	Collecting data	Collecting data	Collecting data	5.0h	Collecting
Reddit R/Ethereum	news	0	2	~9%	~0.07	~0%	2.7h	Low sample
Reddit R/FuturesTrading	news	0	2	~2%	~0.02	~0%	10.2h	Low sample
Wired AI News	news	0	2	~16%	~0.19	~0%	9.4h	Low sample
AI Daily Brief YT podcast	commentary	0	1	Collecting data	Collecting data	Collecting data	9.7h	Collecting
Closing Line Substack	news	0	1	Collecting data	Collecting data	Collecting data	8.5h	Collecting
Daring Fireball	commentary	0	1	~24%	~0.20	~0%	3.9h	Low sample
Debt Serious	commentary	0	1	Collecting data	Collecting data	Collecting data	2.5h	Collecting
Latent Space	commentary	0	1	Collecting data	Collecting data	Collecting data	7.6h	Collecting
The Onion	news	0	1	~24%	~0.46	~0%	6.9h	Low sample

Woman who rescued injured crow keeps getting 'thank-you gifts' from birds [video]

Hacker News | positive | Published: 22:32 Oct 12, 2026 (Eastern)

This is a video titled "Woman who rescued injured crow keeps getting 'thank-you gifts' from birds," shared via Hacker News, with an associated comments link.

Keywords: crow, bird rescue, animal behavior, gifts, whimsical

This Is Edgar Allan Poe, and I Am Begging Kelly Clarkson to Take My Bird

The Atlantic | positive | Subscription | Published: 16:00 Oct 15, 2026 (Eastern)

An article published by The Atlantic, a paywalled news source, features the title "This Is Edgar Allan Poe, and I Am Begging Kelly Clarkson to Take My Bird" and the text "I eagerly await your response."

Keywords: Edgar Allan Poe, Kelly Clarkson, pets, birds, humor

One week a year I escape my ‘real’ life as broke standup comic – and travel back to medieval times | Scout Boxall

Guardian | positive | Subscription | Published: 10:00 Oct 15, 2026 (Eastern)

Comedian and writer Scout Boxall describes participating in live action role play (Larp), specifically attending the Swordcraft Quest event in Victoria, Australia, where hundreds of players spend a week immersed in a medieval fantasy village called Sudenburg. Drawing parallels between the Larp and standup comedy communities, Boxall shares personal experiences serving as the town's tax-collecting Master of Coin, highlights how the game reflects real-world sociopolitical issues, and notes the broader cultural resurgence of fantasy and medieval aesthetics amid contemporary anxieties.

Keywords: Live action role play, Larping, Melbourne, medieval re-enactment, hobby

Welcome to midterm silly season 🤡

Silver Bulletin | positive | Published: 15:13 Oct 15, 2026 (Eastern)

This is episode 5 of the "Still Couting" series from the Silver Bulletin, titled "Welcome to midterm silly season 🤡".

Keywords: midterm, silly season, comedy, humor

Give him a hand: Dev publishes 25-year-old Palm OS tools to GitHub

El Reg Offbeat | positive | Published: 16:28 Oct 15, 2026 (Eastern)

The provided text is a collection of headlines and brief snippets from an RSS feed covering topics such as AI experiments, security threats and patches, FOSS developments including NetBSD and Ubuntu beta releases, and various industry updates ranging from chip manufacturing to cybersecurity acquisitions.

Keywords: Palm OS, GitHub, retro computing, software development, nostalgia

The Tesla Roadster flew, drove upside down, and hit 60mph in under a second

The Verge | positive | Published: 21:28 Oct 15, 2026 (Eastern)

At an event in Waco, Texas, Tesla demonstrated its next-generation Roadster electric supercar. During the presentation, the vehicle accelerated from zero to 60mph in under a second, drove upside down, and briefly flew, fulfilling Elon Musk's promise of a flying car.

Keywords: Tesla Roadster, Elon Musk, flying car, electric supercar, Waco Texas

Abandoned Agricultural Mill in Śmiałowice, Poland

Atlas Obscura | neutral | Published: 16:00 Oct 15, 2026 (Eastern)

Located in the Polish countryside, an abandoned early 20th-century agricultural mill complex resembles a grand estate due to its striking multi-story central tower and decorative roof. Inside, the facility retains vintage machinery, grain chutes, wooden sifting equipment, and a grand wooden and iron spiral staircase, serving as a capsule of Poland's rural industrial heritage despite signs of decay.

Keywords: Śmiałowice, Poland, agricultural mill, abandoned architecture, rural industrial heritage, vintage machinery

What did the Liberty Bell sound like? Science is on the case.

Ars Technical All News | neutral | Published: 15:10 Oct 15, 2026 (Eastern)

Researchers are investigating the sound of the Liberty Bell by conducting modal analysis on a 20th-century replica bell located at Penn State Behrend.

Keywords: Liberty Bell, Penn State Behrend, acoustics, modal analysis, replica

Tesla reveals SpaceX-powered Roadster that flies and falls with style

TechCrunch | positive | Published: 21:17 Oct 15, 2026 (Eastern)

Tesla has revealed its redesigned second-generation Roadster featuring SpaceX thrusters during an event near Waco, Texas. CEO Elon Musk demonstrated the vehicle's capabilities, including driving up an inverted ramp, spinning, and lifting over other Tesla models using a system of thrusters and compressed air tanks. Scheduled for production in 2028, the car will be offered in three trims—Performance, Thrust, and Rocket—all boasting a 300-mile range and speeds exceeding 230 mph. Tesla is currently accepting reservations for the vehicle, which follows multiple delays since the car was initially unveiled in 2017.

Keywords: Tesla, SpaceX, Roadster, thrusters, Texas

Michael Palin on the Philippines and China’s Power

Bloomberg Markets | neutral | Subscription | Published: 01:00 Oct 16, 2026 (Eastern)

Monty Python star and travel filmmaker Michael Palin, who has visited more than 100 countries, most recently traveled to the Philippines.

Keywords: Michael Palin, Monty Python, travel filmmaker, Philippines, China

Not seeing this being talked about much in this sub but China has issued an ID to a "AI-generated human"

Reddit AI Wars | neutral | Published: 23:36 Oct 15, 2026 (Eastern)

A Reddit post on the r/aiwars subreddit discusses reports that China has issued an identification document to an AI-generated human, prompting the poster to suggest that this development could impact copyright arguments regarding AI works.

Keywords: AI, artificial intelligence, China, legal identity, ID, copyright

7 Best AI Story Generators in 2026: My Hands-On Review

Medium Artificial Intelligence (keyword) | neutral | Published: 03:13 Oct 16, 2026 (Eastern)

This hands-on review discusses seven AI story generators that can assist users in overcoming writer's block, building plots, and expanding short ideas into complete stories.

Keywords: AI story generators, artificial intelligence, writing tools, software review

Residents Reject $10,000 Each to Let a Data Center Set Up in Their Town

Futurism | neutral | Published: 15:50 Oct 15, 2026 (Eastern)

Residents of Hazle Township, Pennsylvania, are organizing to oppose a proposed Amazon Web Services data center campus known as Project Hazelnut, rejecting a developer-backed proposal that would provide a $10,000 cash dividend to each resident. Many locals view the payout as a bribe that fails to offset expected drops in property values and the impact of a supporting power line infrastructure. Meanwhile, state officials including Governor Josh Shapiro have taken steps to fast-track data center developments, while local supervisors like Anthony Griguoli face scrutiny from residents over their handling of the project and zoning considerations.

Keywords: data center, Pennsylvania, residents, community, corporate development

Change the Number, Change the Answer: Assessing Rating Scale Sensitivity in LLM-Based Text Scoring

arXiv CompSci CL | neutral | Published: 00:00 Oct 16, 2026 (Eastern)

The research paper investigates scale sensitivity in large language models (LLMs) used for text scoring of social and psychological constructs. The authors define numerical sensitivity and semantic sensitivity, and evaluate how variations in rating scale design—such as format, range, and sign—affect LLM-generated scores across multiple tasks, prompting strategies, and models. The findings indicate that altering scale design elements shifts normalized scores and affects text categorization, with the highest sensitivity observed in toxicity scoring. Additionally, rubric-based prompting did not decrease sensitivity compared to zero-shot prompting, leading the authors to offer practical design guidance and emphasize the need for robustness checks.

Keywords: Large Language Models, Rating Scales, Text Scoring, Computational Social Science, Scale Sensitivity

Local Temporal Contrasts on Human Motion Data Induce a Latent Geometry

arXiv CompSci ML | neutral | Published: 00:00 Oct 16, 2026 (Eastern)

The article introduces SemTAC, an encoder model trained with a temporal-neighborhood contrastive loss designed to recover geometric structure in human motion data without relying on forecasting-based objectives. When evaluated on a five-step motion sequence discrimination task, SemTAC performs competitively with four baseline methods on full-length sequences but maintains a significant advantage on incomplete or truncated sequences, achieving a median F1 score of 0.77 one step prior to sequence completion compared to 0.27 to 0.70 for the baselines. Additionally, ablation studies attribute this performance to the temporal-contrastive objective, and SemTAC's representation trajectories exhibit interpretable geometric structures exceeding a no-structure chance baseline on a displacement-smoothness metric.

Keywords: human motion data, SemTAC, temporal-neighborhood contrastive loss, machine learning, time series