Our Sources

Everything Tokens & Signals reads every day so you don't have to.

Twitter

1,200+ high-signal AI accounts across 7 curated lists, plus algorithmic and chronological feeds from a monitoring account.

AI High Signal Lists7 curated lists covering AI researchers, founders, engineers, VCs, and builders
"For You" FeedAlgorithmic timeline, AI-filtered
"Following" FeedChronological timeline, AI-filtered
Research ListDedicated list for ML researchers and paper authors (module)
Investing Lists2 lists — VCs, deal flow, and AI startup funding (module)
Building ListDev tools, SDKs, and AI engineering (module)

Reddit

17 AI-focused subreddits across the core digest and deep-dive modules.

r/LocalLLaMAOpen-source models, benchmarks, local inference
r/LocalLLMLocal model usage and tools
r/singularityFrontier AI, AGI news, industry deals
r/MachineLearningResearch papers, industry-wide ML
r/OpenAIOpenAI news and updates
r/ClaudeAIAnthropic news and product updates
r/ChatGPTChatGPT usage and updates
r/ChatGPTCodingAI coding tools and copilots
r/StableDiffusionImage generation, diffusion models
r/aivideoAI video generation
r/OobaboogaText generation WebUI, local tools
r/artificialGeneral AI news
r/BardGoogle / Gemini news
r/agiAGI research and discussion
r/LanguageTechnologyNLP and language model research (module)
r/SelfHostedAISelf-hosted AI tools and infrastructure (module)
r/ExperiencedDevsSenior engineering perspectives on AI tools (module)

Discord

12 channels across 2 top AI research communities, monitored daily.

EleutherAI7 channels — research, release-discussion, scaling-laws, reasoning, model-design, and more
Nous Research5 channels — ai-general, research-papers, interesting-links, ask-about-llms, HF model tracker

Podcasts

11 podcasts monitored for AI-relevant episodes. Transcripts via RSS feeds, YouTube, or Gemini audio summarization.

TBPNJohn Coogan & Jordi Hays — tech news & interviews
Dwarkesh PodcastDwarkesh Patel — deep interviews with AI leaders
Cheeky PintJohn Collison — tech founder conversations
UncappedJack Altman — startup and AI discussions
Latent Spaceswyx — technical AI deep dives
The a16z ShowAndreessen Horowitz — tech and venture
Lenny's PodcastLenny Rachitsky — product and AI
YC Startup PodcastY Combinator — startup advice and AI
All-In PodcastChamath, Sacks, Friedberg, Calacanis — tech and business
ThursdAIAlex Volkov — weekly AI news show (Thursdays)
Last Week in AIAndrey Kurenkov & Michelle Lee — weekly AI news recap

Newsletters & Blogs

12 curated AI newsletters and blogs, ingested via RSS/Atom feeds and web scraping.

smol.ai AI Newsswyx's daily AI digest
Rohan's BytesDaily AI newsletter by Rohan Paul
SemiAnalysisSemiconductors + AI infrastructure (Dylan Patel)
Ben's BitesDaily AI news digest (Ben Tossell)
The Neuron DailyDaily AI newsletter
Import AIWeekly AI research + industry analysis (Jack Clark)
a16zTech/AI essays (Andreessen Horowitz)
TBPN NewsletterTech news (John Coogan & Jordi Hays)
The Pragmatic EngineerSoftware engineering + AI (Gergely Orosz)
Alpha SignalDaily AI digest — top papers, repos, news
Simon Willison's BlogAI tools, LLM experiments, developer perspective (module)
The SequenceAI/ML deep dives and industry analysis (module)

Leaderboards & Other

Live benchmark data and additional signals.

Hacker NewsTop AI stories (score 50+, keyword-filtered)
Chatbot ArenaLive ELO rankings for coding, chat, reasoning, vision
LiveBenchMonthly benchmark scores for coding, math, reasoning, data analysis
Artificial AnalysisModel intelligence, speed, pricing, and multimodal rankings (updated daily)
Hugging Face Daily PapersCommunity-ranked trending ML papers with upvotes (module)

AI Models We Use

The AI behind the digest.

Gemini 3.1 Flash LiteClustering, fact extraction, draft generation (4 of 8 drafts)
MiniMax M2.7Draft generation (4 of 8 drafts) — diverse perspective
Claude Sonnet 4.6Final tone polish and quality pass

Total: 1,200+ Twitter accounts across 7 lists, 17 subreddits, 12 Discord channels, 12 newsletters/blogs, 11 podcasts, Hacker News, trending papers, and 3 live leaderboards.

Sources are curated by hand. Want to suggest one? Ping me on X.