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The Cognitive Revolution
Nathan Labenz · ai strategy, research context, industry
AI directory search
Search across educators, skills, and resources.
Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
64 matches for "research"
Video matches
Watch first when you want a fast feel for the topic before opening courses, docs, or profiles.
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Educators
Elvis Saravia
DAIR.AI Prompt Engineering Guide · Beginner to advanced
A broad prompt engineering guide with many concrete examples and patterns.
Skills
Prompting, RAG, Reasoning, Agents
Nathan Lambert
RLHF Book · Advanced
Good route into how models are trained after pretraining.
Skills
RLHF, Post-training, Alignment
Lilian Weng
Lilian Weng's AI posts · Advanced
Deep, well-structured technical summaries of major AI topics.
Skills
Agents, RAG, ML research
Latent Space
Latent Space · Intermediate to advanced
Good for staying current on how AI builders think about tools and models.
Skills
AI engineering, Industry context, Model ecosystem
Cohere For AI
Cohere For AI · Advanced
Useful for people who want research context and open science around language models.
Skills
NLP research, Open models, Multilingual AI
Igor Pogany
The AI Advantage · Beginner to intermediate
Practical, non-technical AI workflow education for people who want repeatable business results rather than tool trivia.
Skills
AI productivity, ChatGPT, Business workflows, Prompting
Bryan Zimmerman
AI Marketing Insiders · Beginner to intermediate
Skool community for marketers and owners who want AI marketing systems that work beyond generic prompt lists.
Skills
AI marketing, Campaign systems, Content workflows, Customer acquisition
Justin Welsh
The Saturday Solopreneur · Beginner to intermediate
Useful for non-technical solo operators who want systems for content, offers, and operations where AI can help.
Skills
Solopreneur systems, Content workflows, AI-assisted operations, Audience growth
Aadit Sheth
Aadit Sheth AI workflows · Beginner to intermediate
Shares practical AI and productivity workflows that are accessible to knowledge workers and creators.
Skills
AI productivity, Creator workflows, Prompting, Systems
Rachel Woods
The AI Exchange · Beginner to intermediate
Designed for professionals learning how to use AI in day-to-day business work without a technical background.
Skills
AI literacy, Productivity, Workflow design, Team training
Jeremy Caplan
Wonder Tools · Beginner to intermediate
Practical tool education for non-technical knowledge workers, with useful AI coverage and workflow context.
Skills
AI tools, Productivity, Creative workflows, Teaching
Ross Simmonds
Foundation Marketing · Beginner to intermediate
Good for marketers learning how AI fits content strategy, distribution, and research without ignoring quality.
Skills
AI content marketing, Distribution, SEO, Content systems
Eli Schwartz
Product-Led SEO · Beginner to intermediate
Helpful for leaders navigating SEO and organic growth as AI changes search behavior.
Skills
AI SEO, Organic growth, Search strategy, Product-led content
Amanda Natividad
SparkToro and content marketing · Beginner to intermediate
Useful for marketers learning to keep AI-assisted content grounded in real audience research.
Skills
Audience research, AI content, Marketing strategy, Zero-click content
Rand Fishkin
SparkToro · Beginner to intermediate
Clear strategic context for how AI changes discovery, search, and audience behavior.
Skills
AI search, Audience research, Marketing strategy, Content quality
Joanna Wiebe
Copyhackers · Beginner to intermediate
Strong conversion copy education for using AI as a research and drafting assistant while preserving customer language.
Skills
AI copywriting, Conversion copy, Customer research, Messaging
Pat Flynn
Smart Passive Income · Beginner to intermediate
Useful creator-business education where AI fits into content, podcasting, research, and online product workflows.
Skills
AI for creators, Online business, Podcasting, Audience building
Justin Moore
Creator Wizard · Beginner to intermediate
Useful for creators applying AI to sponsorship research, pitches, and business development workflows.
Skills
AI sponsorship workflows, Creator business, Pitching, Negotiation
Start a Business While Employed using ChatGPT
Faststart on Maven · Beginner to intermediate
Non-technical business-building course using ChatGPT and low-cost tools for market research, business modeling, and launch planning.
Skills
ChatGPT, Business planning, Market research, Sales funnels
Nathan Labenz
The Cognitive Revolution · Intermediate to advanced
Useful for understanding what frontier AI builders and researchers are thinking about.
Skills
AI strategy, Research context, Industry understanding
Providers and platforms
Vellum
Vellum Guides · Beginner to intermediate
Useful for product and ops teams that need practical LLM product concepts without getting lost in research.
Topics
Prompt management, Evals, Workflow design
MarkTechPost
MarkTechPost · Intermediate
Useful as a discovery feed, but verify against papers and official repos before relying on it.
Topics
Research discovery, Tool discovery, AI news
Gumloop
Gumloop tutorials · Beginner to intermediate
Template-led way to learn AI automations for research, scraping, enrichment, and repetitive operations.
Topics
Automation, No-code AI, AI workflows, Agents
Google AI for Developers
Gemini API model docs · Beginner to advanced
Official Gemini material for learning Gemini 3.8 Flash and the current stable, preview, latest, and experimental model lineup, plus the now-GA Interactions API, Lyria music generation, prompt design, function calling, background execution, Deep Research, Computer Use, Hooks, Live API, File Search, coding-agent setup, multimodal tradeoffs, and AI Studio workflows.
Topics
Gemini 3.8 Flash, Gemini models, Multimodal AI, Long context, Model selection, AI Studio, Interactions API, Background execution, Deep Research, Computer Use, Hooks, Live API, Coding agents, Music generation, File Search, API examples
Official Qwen material for learning the Qwen3 family, multilingual and multimodal capabilities, local deployment paths, and function-calling behavior.
Topics
Qwen, Open models, Multilingual AI, Coding agents, Multimodal AI, Model selection
Perplexity
Perplexity API quickstart · Beginner to advanced
Official material for learning web-grounded AI search, Agent API workflows, citations, MCP-server access, retrieval, and model choice.
Topics
AI search, Search API, Agent API, Grounded answers, Model selection, Research workflows, MCP
Agent tools and skill directories
Self-improving agent
Hermes Agent
Nous Research · Open-source agent
Use this when persistent memory, skill creation from completed tasks, and remote agent operation matter more than a simple chat UI.
Start
Read the README, run it in a contained environment, and test one recurring workflow before trusting broader memory.
Resources
Perplexity Deep Research and Search API docs
API docs · Perplexity · Intermediate
You want to compare search, Sonar, Agent API, and cited research workflows from the primary source.
ai search, deep research, grounded answers, sonar, research workflows
Perplexity Deep Research Workflows
Cookbook · Perplexity · Intermediate
You want a current, implementation-focused Perplexity walkthrough for long-running deep-research jobs, async handling, and batch-style research flows.
deep research, agent api, async workflows, research workflows, grounded answers
Claude Fable 5.1 and Claude Mythos 5.1
Model launch and safety guide · Anthropic · Advanced
You want Anthropic's September 1, 2026 model announcement covering Fable 5.1 for general availability and Mythos 5.1 for trusted-access research use.
anthropic, claude, frontier models, coding agents, ai safety
Research acceleration: The view inside OpenAI
Research report · OpenAI · Intermediate
You want OpenAI's September 6, 2026 evidence and measurement framework for how coding agents are changing research workflows, including task delegation, parallel agent use, capability tracking, and the limits of interpreting productivity signals.
openai, codex, research agents, automated research, agent adoption
Project HydraFusion
Model orchestration research preview · GitHub · Intermediate to advanced
You want GitHub's September 4, 2026 technical explanation of runtime model orchestration for coding tasks, including plan decomposition, draft-critique-revise patterns, model cascading, evaluation design, and quality-versus-cost tradeoffs.
github copilot, model orchestration, model selection, coding agents, evals
Anthropic Model Hardware Standard preview
Agent interoperability standard · Anthropic · Intermediate to advanced
You want Anthropic's August 27, 2026 research preview of a model-agnostic standard for connecting agents to lab and manufacturing hardware through programmable interfaces and protocols such as MCP, with safety evaluation built into the rollout.
anthropic, model hardware standard, agents, mcp, robotics
Automation's Early Footprint
Open research and dataset · Cohere · Intermediate
You want an evidence-based map of what public agent tools actually automate, built from Cohere's September 3, 2026 open Agentic Task Ecosystem dataset of roughly 696,000 tools across 123,000 MCP servers.
cohere, agents, mcp, automation, open dataset
Claude Fable 5.1 model overview
Model docs · Anthropic · Intermediate to advanced
You need Anthropic's September 1, 2026 source of truth for Claude Fable 5.1 and invite-only Mythos 5.1, including model IDs, pricing, availability, long-horizon agent strengths, and breaking changes from Fable 5.
anthropic, claude fable 5.1, claude mythos 5.1, frontier models, model selection
OpenAI deep research guide
Guide · OpenAI · Intermediate to advanced
You want the official OpenAI path for long-running research tasks that combine reasoning, web search, remote MCP servers, and detailed cited reports.
openai, deep research, web search, mcp, research workflows
OpenAI web search guide
Guide · OpenAI · Intermediate
You want the official OpenAI path for live web retrieval, citations, and freshness-aware research behavior inside agent workflows.
openai, web search, grounded answers, research workflows, agents
Meet the Claude models
Model guide · Anthropic · Intermediate
You want Anthropic's learner-facing overview of the current Claude lineup before changing long-running agent, coding, or enterprise research workflows.
anthropic, claude 5, model lineup, model updates, frontier models
Gemini Agents Overview
Guide · Google AI for Developers · Intermediate
You want the official overview of Gemini managed agents, sandbox behavior, and when to use agent workflows instead of plain model calls.
gemini, agents, interactions api, deep research, coding agents
Gemini Managed Agents quickstart
Quickstart · Google AI for Developers · Intermediate
You want Google's practical quickstart for building a managed Gemini agent that streams responses, keeps multi-turn state, uses the Antigravity sandbox, and can return files instead of reading only the higher-level overview.
gemini, managed agents, interactions api, tools, stateful workflows
Building managed agents
Guide · Google AI for Developers · Intermediate to advanced
You want to extend Gemini's managed-agent harness with your own instructions, skills, and data instead of using the default Antigravity setup unchanged.
gemini, managed agents, custom agents, skills, stateful workflows
Gemini background execution
Guide · Google AI for Developers · Intermediate to advanced
You need Google's current pattern for long-running Gemini tasks such as deep research, multi-step agents, and server-side asynchronous execution.
gemini, background execution, interactions api, async workflows, deep research
Perplexity API overview
API docs · Perplexity · Beginner to advanced
You need to understand Search, Agent, and Embeddings APIs for grounded AI research workflows and multi-provider model access.
perplexity, agent api, search api, ai search, grounded answers
Perplexity Sonar models
Model docs · Perplexity · Intermediate
You need to compare Sonar, Sonar Pro, Sonar Reasoning Pro, and Sonar Deep Research for grounded search workflows.
perplexity, sonar, deep research, reasoning, model selection
Perplexity Sonar Deep Research
Model docs · Perplexity · Intermediate
You want the specific Sonar Deep Research tradeoffs, pricing, and workflow fit before using it for exhaustive cited research tasks.
perplexity, deep research, search grounding, model selection, research workflows
Gemini Deep Research Agent
Guide · Google AI for Developers · Intermediate to advanced
You want the latest official Google docs for long-running research agents, cited reports, background execution, and MCP-aware investigation workflows.
gemini, deep research, agents, search grounding, research workflows
Gemini URL Context
Guide · Google AI for Developers · Intermediate
You want Gemini to read and reason over live web pages directly, which is useful for cited research, page summarization, and web-grounded automation.
gemini, url context, web pages, grounded answers, research workflows
Gemini Google Search grounding
Guide · Google AI for Developers · Intermediate
You need the official Google path for grounding Gemini with Google Search instead of relying on stale prompts or manual search glue.
gemini, google search, grounding, research workflows, agents
Introducing Grok 4.6
Release notes · xAI · Intermediate
You want xAI's August 13, 2026 launch note for why Grok 4.6 is positioned around long-running agents, coding, research, and more ambitious interactive work.
xai, grok 4.6, release notes, coding, long-running agents
Automations in Grok
Product guide · xAI · Beginner to intermediate
You want a current example of how xAI is packaging repeatable agent workflows for reminders, scheduled research, and recurring task execution.
xai, grok, automations, workflows, scheduled tasks
xAI Web Search
Tool docs · xAI · Intermediate
You want xAI's official grounded-search tool docs before using Grok for real-time web research or tool-using agent workflows.
xai, web search, grounded answers, tool use, agents
Grok release notes
Product release notes · xAI · Beginner to intermediate
You want the end-user Grok release stream for recent product changes such as Automations, DeepSearch behavior, and workflow packaging outside the raw API docs.
xai, grok, release notes, automations, research workflows
Grok Bot now works with X
Workflow guide · xAI · Beginner to intermediate
You want a current official example of connecting an always-on agent to X for searching posts, reading timelines, checking mentions, and turning social activity into a repeatable workflow.
xai, grok bot, x, connectors, social research
Perplexity Agent API models
Model docs · Perplexity · Intermediate
You need Perplexity's current multi-provider model table for grounded agent workflows and fallback behavior.
perplexity, agent api, model selection, search, research workflows
Perplexity Prompt Guide
Guide · Perplexity · Intermediate
You want Perplexity's official guidance for prompting a bounded search-and-tool loop instead of writing prompts as if the model were single-shot chat.
perplexity, agent api, prompting, tool use, web search
Perplexity Wide Research
Feature guide · Perplexity · Intermediate to advanced
You want Perplexity's August 2026 guide for long-running, evidence-backed collection jobs that discover many entities, cite each result, and write downloadable output files.
perplexity, wide research, background mode, grounded answers, research workflows
Perplexity MCP server overview
Guide · Perplexity · Intermediate
You want Perplexity's official MCP path for bringing grounded search into agent workflows and tool-connected research setups, including the newer remote-server option alongside local setup.
perplexity, mcp, search, research workflows, grounded answers
Perplexity Remote MCP Server
Release note / integration guide · Perplexity · Intermediate
You want the current hosted MCP entry point at `https://api.perplexity.ai/mcp` so clients can use Perplexity search tools without installing or updating a local MCP server.
perplexity, mcp, remote server, search, research workflows
Perplexity Computer MCP Server
Integration guide · Perplexity · Intermediate to advanced
You want Perplexity's August 15, 2026 hosted computer-use MCP guide for browser automation, OAuth-backed connectors, sandboxes, and tool-based workflow execution from MCP clients.
perplexity, computer use, mcp, automation, connectors
LangChain Open Deep Research
GitHub repo · LangChain · Intermediate to advanced
You want a configurable open-source deep-research agent that works across search tools, MCP servers, and multiple model providers.
deep research, agents, mcp, search, multi-provider
OpenRouter Response Caching
Guide · OpenRouter · Intermediate
You want the official OpenRouter request-level caching model before building repeated eval, agent, or research workflows that can benefit from cache hits above the provider layer.
openrouter, response caching, cost optimization, latency, agents
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The Cognitive Revolution
Podcast · Nathan Labenz · Intermediate to advanced
You want long-form interviews with AI builders and researchers.
ai strategy, research context, industry
Lilian Weng's AI posts
Technical essays · Lilian Weng · Advanced
Use this when you want Lilian Weng's material for agents and related AI skills.
Agents, RAG, ML research