Every week, I organize 400 to 700 links into roughly 60 categories as part of my ongoing effort to learn about AI. This is my personal notebook, which I enjoy sharing with friends… a hobby and a labor of love, rather than a commercial publication or product.
If you arrived here through a search or shared link, this page collects the links I found for Accounting and Finance for the week ending August 7, 2026.
As part of my learning process, I like to automate the category covers. It gives me a chance to learn Python and APIs.
This week’s cover prompt was written using Claude Opus 4.7, and the image was generated using Gemini 3.1 Flash Image Preview.
Category Cover Image Prompt: A small weathered bronze charging bull statue standing at rest at the edge of a mirror-still marsh pond at night, head lowered as if drinking, its dark silhouette perfectly reflected in glassy black water beneath a wide field of silver stars, muted slate and reed-gold banks, a faint warm glow of a distant city low on the far horizon, fine-art nocturne in the style of American Tonalism and Luminism, painterly realism with long-exposure calm, generous negative sky space above for a title, no moon, no text.
This Week in Accounting and Finance News
Summary by Claude Sonnet 5.5 based on this week’s links:
- Finance agents and benchmarks: Vals AI said Muse Spark 1.2 is the first model above 60% on its Finance Agent v2 benchmark, at $0.77 per test versus $5.12 for the previous leader, Opus 5. Mercor's APEX-Accounting is another benchmark aimed at accounting work.
- LLMs as personal finance advisers: Mollick shared an MIT and Stanford paper finding most people would be financially better off following advice from GPT-5.2 and Gemini 3 Flash, with advice quality depending largely on the questions asked. Another post noted the experiment ran on GPT 5.2, and OpenAI has since shared a personal finance benchmark.
- Markets, risk and workforce: Bloomberg reported that Two Sigma, Citadel and Point72 were targeted in attempted cyberattacks. PwC published a piece on an AI workforce gap in financial services, and Mollick argued any bubble would be financial, not about AI ability.
This summary was generated by Claude Sonnet 5.5 to help you explore the links below. Rest assured, I select, organize, and check the links by hand in Google Sheets, and write the introduction and personal commentary in The Main Newsletters myself each week as a labor of love.
This week's links related to Accounting and Finance
Muse Spark 1.2 is the first model to crack 60% on Finance Agent v2, our benchmark that gives models the job of a financial analyst. At $0.77/test it is 6.7x cheaper than the previous #1, Opus 5 ($5.12), at twice the speed.”
https://x.com/ValsAI/status/2085479447453651214
Two Sigma, Citadel, Point72 Targeted in Sophisticated Wall Street Cyber Attacks – Bloomberg
https://www.bloomberg.com/news/articles/2026-08-05/major-hedge-funds-targeted-in-wave-of-attempted-cyberattacks?srnd=all
Financial services AI workforce gap: PwC
https://www.pwc.com/us/en/industries/financial-services/library/ai-workforce-gap-financial-services.html
personal finance AGI is upon us, and as this paper demonstrates, will lift all boats! and the results of this experiment would be even stronger if ran today. this experiment ran on GPT 5.2. OpenAI’s Personal Finance benchmark, shared around the time of 5.5, demonstrated a”
https://x.com/ebloch/status/2085490788876849636
APEX-Accounting: AI Productivity Benchmark for Accounting
https://www.mercor.com/blog/introducing-the-ai-productivity-index-for-accounting/
We have updated the Artificial Analysis Intelligence Index to v4.1.1 – this patch release upgrades our grader models, and brings the latest 𝜏³-Banking version to Artificial Analysis To keep the Artificial Analysis Intelligence Index the most useful synthesis metric for”
https://x.com/ArtificialAnlys/status/2085458318269759746
On SpaceX’s first earnings call, Elon Musk and Gwynne Shotwell argued robotics and humanoids will drive massive connectivity demand, with Starlink built to serve it. Elon also said robots will make AI satellite factories on the moon. $SPCX”
https://x.com/TheHumanoidHub/status/2084765298704732435
Thematic ETFs … Corgi Invest
https://corgiinvest.com/thematic
This is a good piece, and, as I responded last time @DKThomp wrote about a potential bubble in the fall – I don’t know the future, but a financial bubble (if there is one) is not a bubble around AI ability For better or worse, AI is not going to go away (or even stop developing)”
https://x.com/emollick/status/2083193327420084454
This paper by researchers from MIT and Stanford finds that most people would be financially better off if they followed the financial advice of LLMs (GPT-5.2 & Gemini 3 Flash) But some people get a bit better advice than others, which largely depends on the questions they ask.”
https://x.com/emollick/status/2085174123743842448
(58) Why the Markets Are Pricing AI Wrong | Gavin Baker – YouTube
https://www.youtube.com/watch?v=NGsi2PC4y68&t=1679s
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