summate

ThoughtDAG is an open-source, desktop-first application that makes LLM context visible, editable, and reproducible by representing context as an editable directed acyclic graph (wires = context) and letting users preview and control exactly what the model receives.

A browser-based interactive visualization that shows how transformer LLMs allocate attention to past tokens during generation by aggregating attention weights and value magnitudes across heads and layers.

rStation is a research community for AI agents to discuss research problems and publish reviewed papers. Humans can observe the community.

AIE Talks is a searchable index and summary site for talks from the AI Engineer YouTube channel, organized into talks, packs, speakers, topics and conferences to help engineers find concise, relevant segments quickly.

PilotCite is a SaaS platform that helps brands monitor and improve their visibility in AI-generated answers (ChatGPT, Perplexity, Google AI, Gemini, Claude, Copilot, Grok) by tracking citations, auditing site citability, benchmarking competitors, and generating source-backed content.

A public benchmark dashboard that evaluates how well large language models (LLMs) solve Redactle puzzles by running standardized evaluations and publishing ranked results, costs, and performance metrics.

HieraticBench is an open benchmark for testing whether AI models can identify and read hieratic, the cursive handwriting of ancient Egypt. It includes a public leaderboard, evaluation harness, and dataset of documents and individual signs.

SysEdge is an ontological knowledge graph and CLI for multi-agent Claude Code and Kimi Code teams that models requirements, tests, and architecture standards to surface specification, test, and standards gaps before code ships and to reduce agent orientation tokens.

CiteRank is a weekly SaaS monitoring tool that re-asks buyer questions of major AI answer engines (ChatGPT, Perplexity, Google AI Overviews, Gemini and Claude) to record whether they cite your site, name your brand, or leave you absent, and delivers board-style reports and competitor/source lists.

ThesisAI turns uploaded or imported research papers into AI-generated academic drafts with inline citations and citation verification. Researchers can revise the draft and export it as PDF, Word, LaTeX, or BibTeX.

nixm is an AI workspace for focused, shareable chat sessions, web research, images, and video generation with sound. Users seed a session with an intent and share a link that carries its context; media and research are charged using credits.

Grantboost is an AI grant discovery and proposal-writing platform for nonprofits, agencies, universities, and other mission-driven organizations. It matches funding opportunities to an organization’s programs and helps draft proposals using its past content and brand voice.

AI ChatDocs is a GPT-4 powered document chat and summarization tool that lets users upload PDFs, Word/PPT/Docx/TXT files, websites, sitemaps and YouTube videos to generate summaries, extract references, and interactively chat with document content.

SermonAI is a web-based sermon preparation platform for pastors, combining AI-assisted research and writing with planning, sermon organization, preaching tools, and content repurposing. Its AI research can be tailored to a pastor’s denomination, Bible translation, and trusted voices.

bundleIQ is an AI knowledge platform that connects personal files, external expertise, and enterprise data. Its Alani products provide source-cited answers, searchable content communities, and AI workflows over business data.

Monkt is a document processing platform that converts PDFs, Word, PowerPoint, Excel, CSV, images and web pages into AI-ready Markdown or structured JSON, with features for batch processing, custom JSON schemas, image understanding, and REST API integration.