Scored 170 articles from 150 feeds; 15 included in digest.
Run ID: run-1784533351163
Generated: July 20, 2026 at 03:45 AM ET
Summaries: gemini-flash-lite-latest; enrichment 15/15 succeeded
| Source | Type | Included | Scored | 28d Digest Rate | 28d Avg Score | 28d Hotlist Hit | 7d Article Age | 28d Confidence |
|---|---|---|---|---|---|---|---|---|
| Bogleheads forum | news | 1 | 10 | 4% | 0.03 | 0% | 1.0h | Stable |
| Guardian | news | 1 | 10 | 4% | 0.13 | 0% | 10.9h | Stable |
| Hacker News | commentary | 1 | 10 | 7% | 0.17 | 0% | 1.9d | Stable |
| Medium Artificial Intelligence (keyword) | commentary | 1 | 10 | 7% | 0.07 | 0% | 0.9h | Stable |
| MyFT | news | 1 | 10 | 4% | 0.03 | 0% | 4.8h | Stable |
| Reddit AntiAI | news | 1 | 10 | ~7% | ~0.09 | ~0% | 11.8h | Low sample |
| Reddit R/Bitcoin | news | 1 | 10 | ~5% | ~0.05 | ~0% | 8.6h | Low sample |
| arXiv CompSci CL | research | 1 | 10 | ~2% | ~0.04 | ~0% | 3.9h | Low sample |
| arXiv CompSci ML | research | 1 | 10 | ~1% | ~0.03 | ~0% | 3.9h | Low sample |
| NYT front page | news | 1 | 9 | 6% | 0.05 | 0% | 7.0h | Stable |
| Medium AI (keyword) | commentary | 1 | 7 | 8% | 0.07 | 0% | 0.9h | Stable |
| WSJ Tech | news | 1 | 5 | 5% | 0.04 | 0% | 6.6h | Stable |
| Atlas Obscura | commentary | 1 | 4 | ~33% | ~0.65 | ~0% | 11.9h | Low sample |
| The Verge | news | 1 | 2 | 12% | 0.14 | 0% | 7.7h | Stable |
| Ars Technical All News | news | 1 | 1 | 13% | 0.09 | 0% | 8.4h | Stable |
| Bloomberg Markets | news | 0 | 10 | 1% | 0.01 | 0% | 6.7h | Stable |
| Zero Hedge | commentary | 0 | 10 | 2% | 0.02 | 0% | 9.6h | Stable |
| WSJ US Business | news | 0 | 8 | 6% | 0.04 | 0% | 7.7h | Stable |
| Seeking Alpha News | commentary | 0 | 7 | 2% | 0.01 | 0% | 1.4h | Stable |
| India Times | news | 0 | 6 | 2% | 0.01 | 0% | 4.6h | Stable |
| TechCrunch | news | 0 | 3 | 7% | 0.07 | 0% | 7.1h | Stable |
| FT Alphaville | news | 0 | 2 | ~9% | ~0.08 | ~0% | 7.6h | Low sample |
| Reddit R/Ethereum | news | 0 | 2 | ~4% | ~0.03 | ~0% | 5.1h | Low sample |
| BIG by Matt Stoller | commentary | 0 | 1 | Collecting data | Collecting data | Collecting data | 4.8h | Collecting |
| Economist: Business | news | 0 | 1 | Collecting data | Collecting data | Collecting data | 6.9h | Collecting |
| Noahpinion | commentary | 0 | 1 | Collecting data | Collecting data | Collecting data | 9.2h | Collecting |
| The Atlantic | news | 0 | 1 | 11% | 0.10 | 0% | 8.7h | Stable |
Source: Bogleheads forum
Type: news
Included: 1
Scored: 10
28d Digest Rate: 4%
28d Avg Score: 0.03
28d Hotlist Hit: 0%
7d Article Age: 1.0h
28d Confidence: Stable
Source: Guardian
Type: news
Included: 1
Scored: 10
28d Digest Rate: 4%
28d Avg Score: 0.13
28d Hotlist Hit: 0%
7d Article Age: 10.9h
28d Confidence: Stable
Source: Hacker News
Type: commentary
Included: 1
Scored: 10
28d Digest Rate: 7%
28d Avg Score: 0.17
28d Hotlist Hit: 0%
7d Article Age: 1.9d
28d Confidence: Stable
Source: Medium Artificial Intelligence (keyword)
Type: commentary
Included: 1
Scored: 10
28d Digest Rate: 7%
28d Avg Score: 0.07
28d Hotlist Hit: 0%
7d Article Age: 0.9h
28d Confidence: Stable
Source: MyFT
Type: news
Included: 1
Scored: 10
28d Digest Rate: 4%
28d Avg Score: 0.03
28d Hotlist Hit: 0%
7d Article Age: 4.8h
28d Confidence: Stable
Source: Reddit AntiAI
Type: news
Included: 1
Scored: 10
28d Digest Rate: ~7%
28d Avg Score: ~0.09
28d Hotlist Hit: ~0%
7d Article Age: 11.8h
28d Confidence: Low sample
Source: Reddit R/Bitcoin
Type: news
Included: 1
Scored: 10
28d Digest Rate: ~5%
28d Avg Score: ~0.05
28d Hotlist Hit: ~0%
7d Article Age: 8.6h
28d Confidence: Low sample
Source: arXiv CompSci CL
Type: research
Included: 1
Scored: 10
28d Digest Rate: ~2%
28d Avg Score: ~0.04
28d Hotlist Hit: ~0%
7d Article Age: 3.9h
28d Confidence: Low sample
Source: arXiv CompSci ML
Type: research
Included: 1
Scored: 10
28d Digest Rate: ~1%
28d Avg Score: ~0.03
28d Hotlist Hit: ~0%
7d Article Age: 3.9h
28d Confidence: Low sample
Source: NYT front page
Type: news
Included: 1
Scored: 9
28d Digest Rate: 6%
28d Avg Score: 0.05
28d Hotlist Hit: 0%
7d Article Age: 7.0h
28d Confidence: Stable
Source: Medium AI (keyword)
Type: commentary
Included: 1
Scored: 7
28d Digest Rate: 8%
28d Avg Score: 0.07
28d Hotlist Hit: 0%
7d Article Age: 0.9h
28d Confidence: Stable
Source: WSJ Tech
Type: news
Included: 1
Scored: 5
28d Digest Rate: 5%
28d Avg Score: 0.04
28d Hotlist Hit: 0%
7d Article Age: 6.6h
28d Confidence: Stable
Source: Atlas Obscura
Type: commentary
Included: 1
Scored: 4
28d Digest Rate: ~33%
28d Avg Score: ~0.65
28d Hotlist Hit: ~0%
7d Article Age: 11.9h
28d Confidence: Low sample
Source: The Verge
Type: news
Included: 1
Scored: 2
28d Digest Rate: 12%
28d Avg Score: 0.14
28d Hotlist Hit: 0%
7d Article Age: 7.7h
28d Confidence: Stable
Source: Ars Technical All News
Type: news
Included: 1
Scored: 1
28d Digest Rate: 13%
28d Avg Score: 0.09
28d Hotlist Hit: 0%
7d Article Age: 8.4h
28d Confidence: Stable
Source: Bloomberg Markets
Type: news
Included: 0
Scored: 10
28d Digest Rate: 1%
28d Avg Score: 0.01
28d Hotlist Hit: 0%
7d Article Age: 6.7h
28d Confidence: Stable
Source: Zero Hedge
Type: commentary
Included: 0
Scored: 10
28d Digest Rate: 2%
28d Avg Score: 0.02
28d Hotlist Hit: 0%
7d Article Age: 9.6h
28d Confidence: Stable
Source: WSJ US Business
Type: news
Included: 0
Scored: 8
28d Digest Rate: 6%
28d Avg Score: 0.04
28d Hotlist Hit: 0%
7d Article Age: 7.7h
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: 1.4h
28d Confidence: Stable
Source: India Times
Type: news
Included: 0
Scored: 6
28d Digest Rate: 2%
28d Avg Score: 0.01
28d Hotlist Hit: 0%
7d Article Age: 4.6h
28d Confidence: Stable
Source: TechCrunch
Type: news
Included: 0
Scored: 3
28d Digest Rate: 7%
28d Avg Score: 0.07
28d Hotlist Hit: 0%
7d Article Age: 7.1h
28d Confidence: Stable
Source: FT Alphaville
Type: news
Included: 0
Scored: 2
28d Digest Rate: ~9%
28d Avg Score: ~0.08
28d Hotlist Hit: ~0%
7d Article Age: 7.6h
28d Confidence: Low sample
Source: Reddit R/Ethereum
Type: news
Included: 0
Scored: 2
28d Digest Rate: ~4%
28d Avg Score: ~0.03
28d Hotlist Hit: ~0%
7d Article Age: 5.1h
28d Confidence: Low sample
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: 4.8h
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: 6.9h
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: 9.2h
28d Confidence: Collecting
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: 8.7h
28d Confidence: Stable
The town of Prerow, located on the Fischland-Darß-Zingst peninsula in Germany, is home to a collection of elaborately decorated 18th-century front doors. These doors, which feature symbols representing protection and maritime themes, are now part of a 6-kilometer walking route known as the Darßer Haustürenpfad. While the tradition of creating these ornate doors waned after 1850, it was revived in 1931 when local officials began commissioning new, colorful versions based on the historical style.
Keywords: Prerow, Darß Front Doors Path, architecture, folklore, Germany, tradition
The Verge reports on a new project from Kieran Hebden, known as Four Tet, which features a title consisting of an unpronounceable and inconsistently rendered series of glyphs. The article notes that the release is difficult to search, pronounce, and view across different streaming platforms like YouTube Music, Apple Music, and Bandcamp.
Keywords: Four Tet, Kieran Hebden, Unicode, Music, Typography, Experimental
The Library of Congress has made a collection of over 11,700 color slides by art historian John Margolies available for free use and reuse. The archive documents roadside architecture across America, including themed motels, miniature golf courses, and commercial buildings, captured by Margolies over four decades. The collection is searchable online, with library staff providing subject and geographical metadata for the images.
Keywords: John Margolies, Americana, Roadside Architecture, Photography Archive, Architecture
Director Christopher Nolan and cinematographer Hoyte van Hoytema discuss the technical challenges and filmmaking approach behind their IMAX feature film, 'The Odyssey.' The production relied on a combination of tactile, real-world filming locations and both century-old techniques and newly developed technologies, such as fire-mimicking lights. Nolan, who has long aimed to adapt the IMAX format for feature films, utilized the cameras for the entirety of the production.
Keywords: Christopher Nolan, Hoyte van Hoytema, filmmaking, IMAX, technology
The 2026 World Cup final featured a half-time show and pre-match performances that drew criticism for violating the International Football Association’s 15-minute half-time mandate and reflecting an Americanization of the tournament. Pre-match entertainment included appearances by Post Malone, IShowSpeed, Jennifer Hudson, and Robbie Williams. The 11-minute half-time show featured performances by Madonna, the Muppets, BTS, Shakira, Burna Boy, Coldplay, and Justin Bieber. While the production was noted for its pacing, it received mixed reactions, including negative feedback from Wayne Rooney.
Keywords: World Cup, half-time show, sports entertainment, football, pop culture
This Reddit post, titled "Checkmate?" and submitted by user cancodeandstuff to the r/antiai subreddit, contains an external link to an image and a link to the discussion thread.
Keywords: Reddit, anti-AI, internet culture, online debate
This article discusses the changing role of artists in the age of artificial intelligence, asserting that artistic vision has become more important than production capability.
Keywords: artificial intelligence, art, creative process, technology
Crayotter is an open-source, multimodal multi-agent system designed for prompt-driven, long-form video editing. The system focuses on making complex workflows traceable and inspectable by treating production components—such as retrieval reports, editing blueprints, and intermediate renders—as observable artifacts. This approach supports features like failure diagnosis, task resumption, and tool-grounded execution. In a 23-theme evaluation, Crayotter outperformed compared systems in theme alignment, narrative coherence, and editing smoothness.
Keywords: Crayotter, Video Editing, Artificial Intelligence, Multi-agent Systems, Software Development
This article introduces three hierarchical ensemble methods for classifying zebrafish phenotypes from embryo images. Each method uses a primary four-class classifier to identify initial categories, with a secondary stage employing different classifier designs to handle remaining images. The study evaluates these setups using ResNet18, ViT, and ConvNeXt architectures, finding that ConvNeXt offers the best overall performance and that a specialized multi-label ensemble provides the optimal balance for F1-scores.
Keywords: zebrafish, image recognition, computer vision, phenotype classification, academic research
This Reddit post shares a link to 'Hummingbird: The Bitcoin Jungle Story,' a full-length documentary film available on YouTube.
Keywords: documentary, Bitcoin, cryptocurrency, finance, technology
This article from the Financial Times' Alphaville section provides brief commentary referencing sunlight as a disinfectant, alongside an image related to Metlen’s solar operations.
Keywords: solar energy, business, Metlen, corporate structure
This Medium article posits that a significant AI architecture of the decade originated outside of major research laboratories in Jamaica.
Keywords: AI, technology, Jamaica, software architecture
Skyroot Aerospace successfully launched its Vikram-1 rocket from Sriharikota Island, marking the first time a privately-developed Indian rocket has reached orbit. The 72-foot-tall, solid-fueled rocket deployed its liquid-fueled fourth stage to reach a 280-mile-high orbit, carrying out the mission despite a brief technical delay before liftoff and a minor separation observation between the third and fourth stages.
Keywords: India, rocket launch, space exploration, aerospace, technology
AI-native companies are operating with smaller staff sizes and flatter organizational structures compared to traditional startups.
Keywords: AI-native, startups, business, organizational structure
In a Bogleheads forum discussion regarding balancing side hustle income with personal interests, user BogleFrog responds to a comment about prioritizing leisure over extra earnings by noting their own personal struggle with never feeling financially secure.
Keywords: personal finance, work-life balance, side hustle, Bogleheads, leisure