Argus Digest: test

Scored 83 articles from 151 feeds; 15 included in digest.

Run ID: run-1787255627672

Generated: August 20, 2026 at 03:55 PM 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
NYT front page news1107%0.070%8.9hStable
TechCrunchnews11010%0.110%10.0hStable
Tom’s Hardwarenews1109%0.230%9.5hStable
Medium AI (keyword)commentary196%0.100%0.8hStable
R/RealEstatenews18Collecting dataCollecting dataCollecting data4.2dCollecting
Seeking Alpha Newscommentary172%0.000%1.3hStable
WSJ Social Economynews175%0.010%6.1hStable
Economist: Chinanews12Collecting dataCollecting dataCollecting data6.0hCollecting
Economist: Finance & Economics news12Collecting dataCollecting dataCollecting data2.3hCollecting
FRB Press Releasespolicy_release12Collecting dataCollecting dataCollecting data2.0hCollecting
Grumpy Economist (Cochrane)commentary11Collecting dataCollecting dataCollecting data10.0hCollecting
Hugging Facecommentary11Collecting dataCollecting dataCollecting data11.5hCollecting
Zero Hedgecommentary113%0.010%9.7hStable
a16zother11Collecting dataCollecting dataCollecting data5.8hCollecting
FT Alphavillenews02~12%~0.12~0%3.1hLow sample
Ars Technical All Newsnews0011%0.120%9.7hStable
Atlas Obscuracommentary00~30%~0.64~0%11.8hLow sample
Better Markets Substacknews00Collecting dataCollecting dataCollecting data1.9hCollecting
Bloomberg Marketsnews003%0.020%4.9hStable
Book Riotcommentary0014%0.290%9.5hStable
CFTC Generalpolicy_release00Collecting dataCollecting dataCollecting data5.2hCollecting
Economist: Asianews00Collecting dataCollecting dataCollecting data8.5hCollecting
Economist: Businessnews00Collecting dataCollecting dataCollecting data4.0hCollecting
Economist: Europenews00Collecting dataCollecting dataCollecting data3.1hCollecting
Economist: Leadersnews00Collecting dataCollecting dataCollecting data10.9hCollecting
Economist: United Statesnews00Collecting dataCollecting dataCollecting data11.2hCollecting
FRB All working paperspolicy_release00Collecting dataCollecting dataCollecting data7.5hCollecting
Futurismnews0012%0.140%5.7hStable
Guardiannews0010%0.210%10.9hStable
Hacker Newscommentary0010%0.240%2.7dStable
MIT AI Researchresearch00Collecting dataCollecting dataCollecting data12.9hCollecting
Medium Artificial Intelligence (keyword)commentary006%0.110%0.8hStable
MyFTnews006%0.050%3.9hStable
NYT Economynews00Collecting dataCollecting dataCollecting data9.4hCollecting
Next Event Horizon Substacknews00Collecting dataCollecting dataCollecting data8.9hCollecting
Rod Dubitsky's substackcommentary00Collecting dataCollecting dataCollecting dataNo recent dataCollecting
The Atlanticnews0010%0.100%9.3hStable
The Onionnews0018%0.460%6.4hStable
The Vergenews0013%0.160%9.6hStable
Venture Beatcommentary00~0%~0.03~0%7.2hLow sample
WSJ Tech news008%0.090%7.6hStable
WSJ US Businessnews005%0.060%10.0hStable
Wired AI Newsnews00~17%~0.17~0%9.9hLow sample
ZD Netnews009%0.130%7.8hStable

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: 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: 8.9h

28d Confidence: Stable

Source: TechCrunch

Type: news

Included: 1

Scored: 10

28d Digest Rate: 10%

28d Avg Score: 0.11

28d Hotlist Hit: 0%

7d Article Age: 10.0h

28d Confidence: Stable

Source: Tom’s Hardware

Type: news

Included: 1

Scored: 10

28d Digest Rate: 9%

28d Avg Score: 0.23

28d Hotlist Hit: 0%

7d Article Age: 9.5h

28d Confidence: Stable

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: R/RealEstate

Type: news

Included: 1

Scored: 8

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 4.2d

28d Confidence: Collecting

Source: Seeking Alpha News

Type: commentary

Included: 1

Scored: 7

28d Digest Rate: 2%

28d Avg Score: 0.00

28d Hotlist Hit: 0%

7d Article Age: 1.3h

28d Confidence: Stable

Source: WSJ Social Economy

Type: news

Included: 1

Scored: 7

28d Digest Rate: 5%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 6.1h

28d Confidence: Stable

Source: Economist: China

Type: news

Included: 1

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 6.0h

28d Confidence: Collecting

Source: Economist: Finance & Economics

Type: news

Included: 1

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 2.3h

28d Confidence: Collecting

Source: FRB Press Releases

Type: policy_release

Included: 1

Scored: 2

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 2.0h

28d Confidence: Collecting

Source: Grumpy Economist (Cochrane)

Type: commentary

Included: 1

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 10.0h

28d Confidence: Collecting

Source: Hugging Face

Type: commentary

Included: 1

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 11.5h

28d Confidence: Collecting

Source: Zero Hedge

Type: commentary

Included: 1

Scored: 1

28d Digest Rate: 3%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 9.7h

28d Confidence: Stable

Source: a16z

Type: other

Included: 1

Scored: 1

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 5.8h

28d Confidence: Collecting

Source: FT Alphaville

Type: news

Included: 0

Scored: 2

28d Digest Rate: ~12%

28d Avg Score: ~0.12

28d Hotlist Hit: ~0%

7d Article Age: 3.1h

28d Confidence: Low sample

Source: Ars Technical All News

Type: news

Included: 0

Scored: 0

28d Digest Rate: 11%

28d Avg Score: 0.12

28d Hotlist Hit: 0%

7d Article Age: 9.7h

28d Confidence: Stable

Source: Atlas Obscura

Type: commentary

Included: 0

Scored: 0

28d Digest Rate: ~30%

28d Avg Score: ~0.64

28d Hotlist Hit: ~0%

7d Article Age: 11.8h

28d Confidence: Low sample

Source: Better Markets Substack

Type: news

Included: 0

Scored: 0

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 1.9h

28d Confidence: Collecting

Source: Bloomberg Markets

Type: news

Included: 0

Scored: 0

28d Digest Rate: 3%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 4.9h

28d Confidence: Stable

Source: Book Riot

Type: commentary

Included: 0

Scored: 0

28d Digest Rate: 14%

28d Avg Score: 0.29

28d Hotlist Hit: 0%

7d Article Age: 9.5h

28d Confidence: Stable

Source: CFTC General

Type: policy_release

Included: 0

Scored: 0

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 5.2h

28d Confidence: Collecting

Source: Economist: Asia

Type: news

Included: 0

Scored: 0

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 8.5h

28d Confidence: Collecting

Source: Economist: Business

Type: news

Included: 0

Scored: 0

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 4.0h

28d Confidence: Collecting

Source: Economist: Europe

Type: news

Included: 0

Scored: 0

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 3.1h

28d Confidence: Collecting

Source: Economist: Leaders

Type: news

Included: 0

Scored: 0

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 10.9h

28d Confidence: Collecting

Source: Economist: United States

Type: news

Included: 0

Scored: 0

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 11.2h

28d Confidence: Collecting

Source: FRB All working papers

Type: policy_release

Included: 0

Scored: 0

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 7.5h

28d Confidence: Collecting

Source: Futurism

Type: news

Included: 0

Scored: 0

28d Digest Rate: 12%

28d Avg Score: 0.14

28d Hotlist Hit: 0%

7d Article Age: 5.7h

28d Confidence: Stable

Source: Guardian

Type: news

Included: 0

Scored: 0

28d Digest Rate: 10%

28d Avg Score: 0.21

28d Hotlist Hit: 0%

7d Article Age: 10.9h

28d Confidence: Stable

Source: Hacker News

Type: commentary

Included: 0

Scored: 0

28d Digest Rate: 10%

28d Avg Score: 0.24

28d Hotlist Hit: 0%

7d Article Age: 2.7d

28d Confidence: Stable

Source: MIT AI Research

Type: research

Included: 0

Scored: 0

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 12.9h

28d Confidence: Collecting

Source: Medium Artificial Intelligence (keyword)

Type: commentary

Included: 0

Scored: 0

28d Digest Rate: 6%

28d Avg Score: 0.11

28d Hotlist Hit: 0%

7d Article Age: 0.8h

28d Confidence: Stable

Source: MyFT

Type: news

Included: 0

Scored: 0

28d Digest Rate: 6%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 3.9h

28d Confidence: Stable

Source: NYT Economy

Type: news

Included: 0

Scored: 0

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 9.4h

28d Confidence: Collecting

Source: Next Event Horizon Substack

Type: news

Included: 0

Scored: 0

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 8.9h

28d Confidence: Collecting

Source: Rod Dubitsky's substack

Type: commentary

Included: 0

Scored: 0

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: The Atlantic

Type: news

Included: 0

Scored: 0

28d Digest Rate: 10%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 9.3h

28d Confidence: Stable

Source: The Onion

Type: news

Included: 0

Scored: 0

28d Digest Rate: 18%

28d Avg Score: 0.46

28d Hotlist Hit: 0%

7d Article Age: 6.4h

28d Confidence: Stable

Source: The Verge

Type: news

Included: 0

Scored: 0

28d Digest Rate: 13%

28d Avg Score: 0.16

28d Hotlist Hit: 0%

7d Article Age: 9.6h

28d Confidence: Stable

Source: Venture Beat

Type: commentary

Included: 0

Scored: 0

28d Digest Rate: ~0%

28d Avg Score: ~0.03

28d Hotlist Hit: ~0%

7d Article Age: 7.2h

28d Confidence: Low sample

Source: WSJ Tech

Type: news

Included: 0

Scored: 0

28d Digest Rate: 8%

28d Avg Score: 0.09

28d Hotlist Hit: 0%

7d Article Age: 7.6h

28d Confidence: Stable

Source: WSJ US Business

Type: news

Included: 0

Scored: 0

28d Digest Rate: 5%

28d Avg Score: 0.06

28d Hotlist Hit: 0%

7d Article Age: 10.0h

28d Confidence: Stable

Source: Wired AI News

Type: news

Included: 0

Scored: 0

28d Digest Rate: ~17%

28d Avg Score: ~0.17

28d Hotlist Hit: ~0%

7d Article Age: 9.9h

28d Confidence: Low sample

Source: ZD Net

Type: news

Included: 0

Scored: 0

28d Digest Rate: 9%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 7.8h

28d Confidence: Stable

Fallback model used
Primary model (gemini-flash-lite-latest) failed: API returned empty content
Fallback: gemini-1.5-flash (google)

Amazon delivery drone dumps Texas woman's parcel straight into her swimming pool — viral video surfaces the same week the company announces 500-city Prime Air expansion

Tom’s Hardware | neutral | gemini-flash-lite-latest | Published: 05:35 Aug 20, 2026 (Eastern)

A Texas woman filmed an Amazon Prime delivery drone dropping her package directly into her swimming pool.

Keywords: Amazon, drone delivery, swimming pool, viral video, Texas

Will China ever learn to love chocolate?

Economist: China | neutral | gemini-flash-lite-latest | Subscription | Published: 04:21 Aug 20, 2026 (Eastern)

Local chocolatiers are raising the bar.

Keywords: China, chocolate, chocolatiers, market trends

The 30-Minute Battle of RAG : My Friend vs Me

Medium AI (keyword) | positive | gemini-flash-lite-latest | Published: 15:00 Aug 20, 2026 (Eastern)

The author describes a casual conversation about Retrieval-Augmented Generation (RAG) with a friend that turned into a thirty-minute challenge.

Keywords: RAG, coding challenge, artificial intelligence, friends

As Prince Harry and Meghan Depart California for the U.K., Their Neighbors Shrug

NYT front page | neutral | gemini-flash-lite-latest | Subscription | Published: 12:23 Aug 20, 2026 (Eastern)

As Prince Harry and Meghan Markle prepare to depart Montecito, California, for the U.K. following their 2020 self-exile to the ultrawealthy enclave, local neighbors report having minimal interaction with the couple, noting that they wave, drive, and close their gates.

Keywords: Prince Harry, Meghan Markle, Montecito, California, neighbors

Apollo Atomics wants to make nuclear power cheaper by shrinking an overlooked part

TechCrunch | neutral | gemini-flash-lite-latest | Published: 09:45 Aug 20, 2026 (Eastern)

Apollo Atomics, a startup founded by Assil Halimi and Drew Walker, is developing a nuclear power system designed to reduce costs by redesigning and shrinking the steam generator rather than the reactor itself. Based on MIT research, the startup's compact generator uses a metal block with needle-thin channels to transfer heat more efficiently, allowing the reactor to be mass-manufactured in a factory and built 40 times smaller than conventional designs. Apollo recently raised a $26 million seed round, including $5 million in debt, led by FCVC, to build a demonstration reactor ahead of a planned 2028 commercial deployment.

Keywords: Apollo Atomics, nuclear power, energy innovation, Y Combinator, electricity costs

After 66-year-old Lynn Lee was laid off last year, she began an odyssey to find her way back to employment. “Don’t give up.”

WSJ Social Economy | neutral | gemini-flash-lite-latest | Subscription | Published: 05:30 Aug 20, 2026 (Eastern)

After being laid off last year, 66-year-old Lynn Lee embarked on an effort to find a new job, advising others to "don't give up."

Keywords: employment, layoff, career, resilience

The high cost of phantom tollbooths

Economist: Finance & Economics | neutral | gemini-flash-lite-latest | Subscription | Published: 05:21 Aug 20, 2026 (Eastern)

An article from The Economist's Finance & Economics section discusses the value of preserving freedom of navigation.

Keywords: phantom tollbooths, freedom of navigation, infrastructure, economics

Rise of the Borderless Founder

a16z | neutral | gemini-flash-lite-latest | Published: 09:17 Aug 20, 2026 (Eastern)

The article discusses the concept of "Borderless Founders"—international entrepreneurs who maintain a foot in both their home countries and Silicon Valley. It highlights how these founders leverage their international networks to gain distinct advantages in acquiring early customers, building brand recognition, and recruiting top talent abroad. Furthermore, the piece outlines a16z's playbook for supporting these founders by connecting them with local luminaries, building diaspora communities, and accelerating their growth in the United States and globally.

Keywords: Borderless Founder, Entrepreneurship, Business, Startup

Personal Finance (Not Investing) • Re: What Sort of Estate Planning Are People with ~$10M Net Worth Range Doing?

Bogleheads forum | neutral | gemini-flash-lite-latest | Published: 15:10 Aug 20, 2026 (Eastern)

A forum participant on the Bogleheads discussion board posted a comment suggesting that lawyers frequently encourage the use of trusts primarily to collect annual fees for minimal ongoing work.

Keywords: personal finance, estate planning, trusts, net worth, lawyers

Real Estate Agents - part time?

R/RealEstate | neutral | gemini-flash-lite-latest | Published: 14:08 Aug 20, 2026 (Eastern)

A Reddit user at the age of 55 asks the community whether it is feasible and financially rewarding to work as a part-time real estate agent while maintaining a full-time salaried job.

Keywords: real estate, part-time, side hustle, career advice

Up to 3.2x Faster Inference with LFM2.5-DSpark

Hugging Face | neutral | gemini-flash-lite-latest | Published: 12:52 Aug 20, 2026 (Eastern)

Liquid AI has released DSpark draft model checkpoints for three models in the LFM2.5 family: LFM2.5-1.2B-Instruct, LFM2.5-2.6B, and LFM2.5-8B-A1B. These models add a speculative decoding path designed to achieve up to 3.18x throughput improvement on GPUs and up to 2.87x on-device without changing output quality. DSpark combines a DFlash-style parallel backbone, a lightweight sequential head, and a confidence-scheduled verifier. The release features day-one support for llama.cpp and SGLang, with checkpoints available on Hugging Face in Safetensors and GGUF formats.

Keywords: LFM2.5-DSpark, inference, machine learning, performance

By 2050, The World's Most-Populous Cities Will All Be In Africa Or Asia

Zero Hedge | neutral | gemini-flash-lite-latest | Published: 04:15 Aug 20, 2026 (Eastern)

Based on population estimates from the European Commission’s JRC via Our World in Data, a visualization details the shift in the world's most populous cities from 1950 to 2100. While Western cities accounted for over half of the top 15 in 1950—led by Tokyo and New York—Asia increasingly dominated the rankings by 2000 and 2025. Projections for 2100 indicate that the world's most populous cities will be located entirely in Africa and Asia, with Dhaka projected to rank first with 55 million residents, while Tokyo's population is expected to decline due to falling birth rates.

Keywords: megacities, urbanization, population, demographics, Asia, Africa

Interest Rate Surge?

Grumpy Economist (Cochrane) | neutral | gemini-flash-lite-latest | Published: 10:31 Aug 20, 2026 (Eastern)

The author examines several potential explanations for the surge in US long-term interest rates, noting that market prices reflect dispersed information rather than a single clear cause. The possibilities explored include higher expected future inflation, expectations that the Federal Reserve will raise rates to tighten policy, a return to historical economic norms after a period of negative real interest rates, and the emergence of bond vigilantes reacting to unsustainable fiscal policies. Reviewing international patterns, the author observes that rising rates are a global phenomenon roughly aligned with fiscal policies in countries like the UK, Germany, and Japan. Additional factors considered include technical issues regarding market liquidity, plumbing, supply and demand, and recent Treasury and Federal Reserve interventions. The author concludes by outlining these competing explanations without taking a definitive stance on where the economy is headed.

Keywords: Interest rates, US economy, finance

Flow Cap Non-GAAP EPS of $0.06, revenue of $4.23M

Seeking Alpha News | neutral | gemini-flash-lite-latest | Published: 15:03 Aug 20, 2026 (Eastern)

Flow Cap reported a non-GAAP EPS of $0.06 and revenue of $4.23M.

Keywords: Flow Cap, Non-GAAP EPS, revenue, financial results

Federal Reserve Board issues enforcement actions with former employee of Regions Bank and former employee of United Community Bank

FRB Press Releases | negative | gemini-flash-lite-latest | Published: 11:00 Aug 20, 2026 (Eastern)

On August 20, 2026, the Federal Reserve Board announced enforcement actions consisting of consent prohibitions against two former bank employees due to the misappropriation of customer funds: Stephanie R. Kilbert, formerly of Regions Bank in Birmingham, Alabama, and Crystal A. Wykle, formerly of United Community Bank in Greenville, South Carolina.

Keywords: Federal Reserve Board, Regions Bank, United Community Bank, enforcement actions