Our sources · our editorial contract · our evidence

Wide discovery. Narrow selection. Explainable value.

The Daily Generative AI Brief is not a live feed of everything mentioning AI. It is an evidence-led editorial product: a carefully chosen daily set of developments, grounded in original sources and translated into decisions, experiments and clearer mental models for working professionals.

208Distinct source records
98Enabled for discovery
110Pending qualification
6 + 2 + 2Articles · videos · podcasts

How to read these numbers: Source records are not unique publishers, and the article, video, podcast, research and Watchlist roles overlap. Enabled means eligible for source discovery, not that a website was reached, read, or approved for a specific edition. Pending sources remain research leads only until independently qualified. Counts are generated from the current protected source registry, not marketing estimates.

The Compiler method

Six steps from a lead to a published Brief

The editorial contract is designed to prevent a familiar failure of automated news roundups: mistaking a retrieved item, attention spike or polished summary for independently useful and trustworthy evidence.

01

Discover broadly

Draw candidates from original research, engineering releases, enterprise adoption, video, podcasts and early-signal communities. Catalogue status is not proof that a route was checked in a particular run.

02

Verify before selecting

Read the original source; check date, claims, authorship, publisher independence, access and evidence limitations. Preprints and vendor announcements remain labeled as such.

03

Enforce editorial balance

Choose six articles: two technical engineering, two applied knowledge-work stories, two Agents for Everyone, including exactly one substantive Agent Skills item. Add two instructional videos and two varied podcasts.

04

Reject repetition

Check the full archive for reused items and the previous seven editions for overlapping teaching value. Enforce publisher/program rotation and use older articles only with an explicit freshness rationale.

05

Explain the mechanism

Write what changed, why it matters, what readers can try and what remains unproved. Each story receives a source-bound explanatory 1200 × 630 illustration; pending artwork is labeled, not falsely presented as final.

06

Publish with evidence

Protect publication through source/identity checks, CI, image reviews, live-link validation and release receipts. When a gate fails, record the actual blocker instead of inventing a passing status.

Freshness is a preference, not permission to invent news. The selection process prioritizes the newest 24-hour window and may use documented 72-hour or 168-hour fallbacks when more recent material adds less substance. Each publication date and exception must be defensible. Video identity, duration and public-playability checks are distinct from reviewing its instructional merit.

Complete public inventory

Explore all 208 source records

Search by publisher or topic, filter by evidence role, and distinguish active discovery candidates from sources awaiting qualification. This is a transparent inventory—not a claim of continuous live monitoring, independent verification of every listed URL or endorsement of every publisher.

Showing 208 catalogued sourcesInspect the source registry in GitHub

ACL Anthology

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: AI conference sites and OpenReview

Adobe Blog

Catalogued · qualification pending
Articles

AI + a16z

Catalogued · qualification pending
Podcasts

AI and the Future of Work

Eligible discovery route
Podcasts · Research

Publisher / group: AI and the Future of Work / Dan Turchin

AI Engineer

Catalogued · qualification pending
Videos · Research

AI Inside

Eligible discovery route
Podcasts · Research

Publisher / group: AI Inside / Jason Howell and Jeff Jarvis

AI Today Podcast

Catalogued · qualification pending
Podcasts

Publisher / group: ai-today-podcast

Ai2 Research

Catalogued · qualification pending
Articles · Research

AlphaSignal

Eligible discovery route
Research · Watchlist

Anthropic News

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Official frontier-lab research and newsrooms

Anthropic on YouTube

Eligible discovery route
Videos · Research · Watchlist

Publisher / group: YouTube — official labs, researchers, builders, and creator ecosystem

Arena AI

Catalogued · qualification pending
Research · Watchlist

Berkeley BAIR

Eligible discovery route
Articles · Research · Watchlist

Box Blog

Catalogued · qualification pending
Articles

Cohere Blog

Eligible discovery route
Articles · Watchlist

Cursor Blog

Eligible discovery route
Articles · Watchlist

DeepSeek News

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Official frontier-lab research and newsrooms

Everyday AI

Eligible discovery route
Podcasts · Research

explainx.ai

Eligible discovery route
Research · Watchlist

Eye on AI

Eligible discovery route
Podcasts · Research

Publisher / group: Eye on AI / Craig S. Smith

GitHub ai-agents topic

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: GitHub repositories and releases

GitHub generative-ai topic

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: GitHub repositories and releases

GitHub llm topic

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: GitHub repositories and releases

GitHub Trending

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: GitHub repositories and releases

Google DeepMind Blog

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Official frontier-lab research and newsrooms

Google DeepMind on YouTube

Eligible discovery route
Videos · Research · Watchlist

Publisher / group: YouTube — official labs, researchers, builders, and creator ecosystem

Gradient Dissent

Eligible discovery route
Podcasts · Research

Publisher / group: Weights & Biases

Hacker News Newest

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Hacker News

Hard Fork

Catalogued · qualification pending
Podcasts

How I AI

Catalogued · qualification pending
Podcasts

Publisher / group: how-i-ai

Hugging Face Daily Papers

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Hugging Face Hub and Daily Papers

Hugging Face Datasets

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Hugging Face Hub and Daily Papers

Hugging Face Models

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Hugging Face Hub and Daily Papers

Hugging Face Spaces

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Hugging Face Hub and Daily Papers

ICLR

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: AI conference sites and OpenReview

ICML

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: AI conference sites and OpenReview

Import AI

Eligible discovery route
Research · Watchlist

LocalLLaMA

Eligible discovery route
Research · Watchlist

Make Blog

Catalogued · qualification pending
Articles

Meta AI Blog

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Official frontier-lab research and newsrooms

Mistral AI News

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Official frontier-lab research and newsrooms

MIT CSAIL

Eligible discovery route
Articles · Research · Watchlist

MLCommons

Catalogued · qualification pending
Research

Modal Blog

Catalogued · qualification pending
Articles

NeurIPS

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: AI conference sites and OpenReview

No Priors

Eligible discovery route
Podcasts · Research

Publisher / group: No Priors / Conviction

NVIDIA AI Podcast

Eligible discovery route
Podcasts · Research

Publisher / group: NVIDIA

OpenAI News and Research

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Official frontier-lab research and newsrooms

OpenAI on YouTube

Eligible discovery route
Videos · Research · Watchlist

Publisher / group: YouTube — official labs, researchers, builders, and creator ecosystem

OpenReview

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: AI conference sites and OpenReview

Possible

Catalogued · qualification pending
Podcasts

Qwen Blog

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Official frontier-lab research and newsrooms

r/LocalLLaMA

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Reddit — r/MachineLearning and r/LocalLLaMA

r/MachineLearning

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Reddit — r/MachineLearning and r/LocalLLaMA

Show HN

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Hacker News

Stanford HAI

Eligible discovery route
Articles · Research · Watchlist

SWE-bench

Catalogued · qualification pending
Research

The a16z Show

Eligible discovery route
Podcasts · Research

Publisher / group: Andreessen Horowitz

The Batch

Eligible discovery route
Articles · Research · Watchlist

The Cognitive Revolution

Eligible discovery route
Podcasts · Research

Publisher / group: Turpentine / The Cognitive Revolution

The Data Exchange

Eligible discovery route
Podcasts · Research

Publisher / group: Ben Lorica / The Data Exchange

The Neuron

Eligible discovery route
Research · Watchlist

TLDR AI

Eligible discovery route
Research · Watchlist

Vercel Blog

Eligible discovery route
Articles · Watchlist

xAI News

Eligible discovery route
Articles · Research · Watchlist

Publisher / group: Official frontier-lab research and newsrooms

The complete directory remains in the page for accessible reading. Filters operate locally in your browser.

Different jobs, complementary products

What distinguishes the Brief Compiler?

AI newsletters excel at helping readers catch up quickly; feed tools let individuals follow large streams. The Compiler deliberately combines a fixed professional-audience editorial allocation, auditable research constraints, a source-grounded visual explanation for each story and a longitudinal Watchlist.

Example serviceWhat it is built to doWhat the Brief Compiler emphasizes instead
The Rundown AIDaily AI news, explanations and practical guidesA deliberately fixed 2/2/2 professional-audience allocation, paired with source and publication checks
TLDR AIA rapid engineering-focused daily newsletter with source linksLonger mechanism-oriented takeaways, a separate emerging-topic Watchlist and six story-bound explainers
InoreaderUser-configured feed monitoring, rules, alerts and AI reportsAn already selected and published daily editorial edition, rather than an individual feed workspace
FeedlyTopic and intelligence monitoring with AI-powered feedsA narrowly scoped generative-AI editorial product with public daily edition, rubric and review receipts

This is a comparison of publicly described product emphases, not a feature-by-feature benchmark or a claim that other platforms lack safeguards, original citations or quality journalism. These products are useful for different purposes and can complement one another.

Purpose-built coverage

Exactly 2 technical, 2 applied and 2 accessible agent stories; one substantive Agent Skills entry. Readers see breadth without a random topic mix.

Evidence before excitement

Source identity, original dates, archive novelty, meaningful independence and limitations matter more than publisher repetition or social popularity.

Premium explanatory visuals

Six differentiated, text-labeled visual explanations are checked against the sources, reviewed at saved-pixel resolution and separately verified after publication.

A scored emerging Watchlist

Six published research dimensions—novelty 20%, evidence 25%, independence 15%, momentum 15%, relevance 15% and durability 10%. Unknown measurements remain unknown, not synthetic scores.

Reader learning and feedback

Why it matters, actionable next steps, permanent article links, archive context and useful star ratings. Watchlist interest voting remains independent of research scoring.

Visible operational evidence

Protected GitHub changes, acceptance gates, source and image manifests, corrective-action reports and release receipts. We distinguish validated code from a verified live publication.

From a Brief to a connected knowledge system

Build your own purpose-built Brief Compiler

The most important advantage is editorial coherence, not topic-box coverage. Instead of assembling generic summaries, the editor selects original articles, instructional videos and substantive podcast discussions that illuminate related questions for one well-defined audience. The formats are complementary: evidence, demonstrations and informed experience.

The Daily Generative AI Brief also connects selected developments to concepts and practices across the four books of the Generative AI Professional Series. Behind the public Brief, relevant evidence can lead to author-reviewable proposals to refresh book chapters, examples, infographics, exercises, video lessons and templates. Those proposals do not automatically edit or release books.

That architecture can be configured for an organization’s own trusted sources, decisions, knowledge assets and approval chain: a field-service manual, a hospital protocol, a cybersecurity runbook, a training curriculum, an emergency-readiness plan or a hobbyist’s personal gardening journal. The published Brief is a working example of the approach, not a turnkey multi-tenant software product.

A governed self-evolving loop: new sources may qualify while others become inactive; the evidence-weighted Watchlist tracks emerging, changing and dropped topics; and per-item usefulness stars, share initiations and comments reveal where readers need clearer explanations. These are signals for editorial proposals—not permission to auto-rewrite books or silently change selection rules. Human approval and release verification remain necessary.

Explore six detailed scenarios—including home gardening—and a practical setup blueprint: Build Your Own Brief Compiler — from information to a living knowledge system. Use the top navigation link to open the full guide.

Public accountability

What this methodology does—and does not—promise

AI-assisted research and editorial judgment are imperfect. A listed source can be unavailable, promotional, stale or not independently corroborated; a first-party release is evidence of what its publisher says, not proof of a universal result. A successful automated check is not a substitute for personally verifying consequential claims.

New source records are admitted for discovery; individual items still face the normal factual, recency, instructional, media-identity and source-diversity gates. The Compiler has publication safeguards and incident evidence, but that does not mean every run is error-free or completely unattended. We preserve the original source links so readers can verify claims for themselves.

For readers: The main website navigation provides the daily Brief, Emerging AI Watchlist and dated archive. For deeper inspection, the public Compiler repository documents editorial and release controls.

Editorial selection contract · Source inventory · Production validation history