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 Meta for the week ending July 31, 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: Extreme close-up of a 1973 Chevelle's chrome side mirror on a wet Los Angeles street at night, the mirror reflecting the car reflecting the mirror in an infinite recursive tunnel lit by sodium-vapor amber and deep teal, a tiny etched golden-yellow scorpion emblem in the mirror's lower corner repeating at every depth, 35mm anamorphic film grain with soft halation, crushed blacks and cinematic negative space, 'Meta' handwritten in hot magenta-pink brush script across the upper third like a neo-noir movie poster title.
This Week in Meta News
Summary by Claude Sonnet 5.5 based on this week’s links:
- Meta AI gets more active: Meta's announcement says its Muse Spark-powered AI "doesn't just think, it acts." Separately, Meta and CMU researchers shared work on managing context for agents on long tasks, aimed at a problem where production agents pile up context every turn.
- How MSL is being run: Zuckerberg told Rowan Cheung that a superintelligence lab needs only 50 to 100 people, run like a startup. Alexandr Wang praised a letter from Zuckerberg laying out MSL's principles: individual empowerment, invention over automation, and balance of power through broad access.
- Smart glasses competition: Bloomberg reports Apple Glasses may debut at WWDC 2027, with privacy and camera features positioned against Meta's glasses.
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 Meta
Meta AI Doesn’t Just Think, It Acts
https://about.fb.com/news/2026/07/meta-ai-muse-spark-doesnt-just-think-it-acts/
Apple Glasses May Debut at WWDC 2027: Privacy, Camera Features Versus Meta – Bloomberg
https://www.bloomberg.com/news/newsletters/2026-07-26/apple-glasses-may-debut-at-wwdc-2027-privacy-camera-features-versus-meta-ms1v7lta
New research from Meta and CMU. This one is on agentic context management for long horizon tasks. (bookmark it) Production agents accumulate context every turn. The usual fix compresses on a token threshold and throws the remainder away, so the trigger sometimes fires for”
https://x.com/omarsar0/status/2082105300392542246
Mark Zuckerberg is running Meta’s superintelligence lab like a startup. When I interviewed him, he told me the principles on how he built the team: “You don’t need many hundreds of people. You need 50 to 100 people. It’s a group science project who can keep the whole thing in”
https://x.com/rowancheung/status/2082130571086745634
Welcome @fdesouza to @scale_AI as CEO! I started Scale a decade ago at 19, and it has grown to be the backbone of the AI world, powering frontier labs, Fortune 500 companies, and the US Government. Francis is an exceptional leader and the right steward. After spending a lot of”
https://x.com/alexandr_wang/status/2082869348121591816
@joshelman I still remember the days when it was basically us & a few other people pushing this topic (on the top of my head @allen_ai @ylecun @jeremyphoward @soumithchintala @BlancheMinerva @fchollet @GuillaumeLample,…). We’ve gone a long way for it to be the ceo of the most valuable”
https://x.com/ClementDelangue/status/2080708625635614971
Great letter from Mark articulating the principles guiding MSL: individual empowerment, invention over automation, and balance of power through broad access rather than concentrated control.”
https://x.com/alexandr_wang/status/2082170165781778901
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