ai-tldr.dev valid

AI/TLDR

Every new AI model, repo, tool, paper, dataset and benchmark worth knowing — refreshed every few hours and explained in plain English. Zero-hallucination: every URL, metric and claim is fetched and verified before publishing.

For agents: Daily-refreshed AI news feed plus directories of AI tools, an LLM registry with specs and benchmarks, and a beginner AI encyclopedia, all written in plain Engli

ai newsai model releasesllm registryai tools directoryai benchmarksai learning

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-21T14:38:31.020Z. Cached copy · Source on ai-tldr.dev

# AI/TLDR

> Every new AI model, repo, tool, paper, dataset and benchmark worth knowing — refreshed every few hours and explained in plain English. Zero-hallucination: every URL, metric and claim is fetched and verified before publishing.

## Site
- [Home — latest AI releases](https://ai-tldr.dev/): the live feed, newest first, sized by impact.
- [Learn AI](https://ai-tldr.dev/learn/): a beginner-friendly AI encyclopedia (structured articles, FAQs, diagrams).
- [AI tools directory](https://ai-tldr.dev/tools/): a map of open-source and commercial AI tools by category, each with its own page.
- [LLM registry](https://ai-tldr.dev/models/): every notable large language model — frontier and open-weight — with verified specs, benchmarks, pricing and APIs, one detail page each.
- [AI influencers](https://ai-tldr.dev/influencers/): AI people worth following, grouped by role.
- [Changelog](https://ai-tldr.dev/log/): every automated sweep that refreshed the feed.

## Latest releases
- [Clairic — Cloudflare's new model pulls typed fields out of documents](https://ai-tldr.dev/releases/cloudflare-clairic/): Clairic reads a document once and hands back the exact fields you asked for, each with a confidence score.
- [Meta pauses Muse chat sharing — 6,800 share links found in public DNS](https://ai-tldr.dev/releases/meta-muse-share-links-exposed/): Muse built each shared chat's web address from the conversation title, so public DNS logs turned into a list of private chats.
- [Claude cuts attack surface — 493 issues across 25 open-source projects](https://ai-tldr.dev/releases/anthropic-attack-surface-reduction/): Instead of hunting single bugs, Claude maps the code a default install exposes and argues for removing what nobody needs.
- [OpenAI adds 12-hour prompt caching — for agents that pause between turns](https://ai-tldr.dev/releases/openai-prompt-caching-12h/): A 12-hour cache lifetime means an agent that sits idle for hours still gets cached-input pricing on its next turn.
- [TorchTPU goes open source — Google's native PyTorch backend for TPUs](https://ai-tldr.dev/releases/google-torchtpu-open-source/): The PyTorch-on-TPU backend Google announced in April is now public code you can pip install.
- [Voxtral 3 — Mistral's new speech-to-text, text-to-speech and voice agent SDK](https://ai-tldr.dev/releases/mistral-voxtral-3/): Mistral ships a full speech stack: three transcription models, a TTS model and an SDK that joins them into a voice agent.
- [Sam Witteveen — 'Do Diffusion LLMs Scale? Testing Mercury 3 + Decide'](https://ai-tldr.dev/releases/sam-witteveen-mercury-3-decide-oct20/): Sam Witteveen puts Inception's Mercury 3 diffusion LLM and Mercury Decide through speed, agent and RAG tests.
- [Fireship — 'Did Google just dethrone OpenAI and Anthropic?'](https://ai-tldr.dev/releases/fireship-google-dethrone-openai-anthropic-oct20/): Fireship puts Google's newest model head to head with GPT-6 and Claude Opus 5.5.
- [DeepInfer — DeepSeek open-sources the infere
…

Related sites

Other listed sites in AI and machine learning. See the whole category →

Machine-readable: GET /v1/resolve?q=ai-tldr.dev · GET /v1/domain/ai-tldr.dev · this page as Accept: application/json or text/markdown · MCP lookup_domain

Automatically discovered from public files. Inclusion does not imply endorsement or publisher participation.

Claim my listing on Agent Web Map for ai-tldr.dev:
1. POST https://agentwebmap.com/v1/sites/ai-tldr.dev/claims and keep claim_id and claim_secret private.
2. Publish the proof: add the line "AgentWebMap ownership: <token>" (token from step 1) to https://ai-tldr.dev/llms.txt, or use the DNS, meta-tag or well-known method the response describes.
3. POST https://agentwebmap.com/v1/sites/ai-tldr.dev/verify with {"claim_id": "...", "claim_secret": "..."}.
4. Save the api_key from the answer; it manages the listing (PATCH https://agentwebmap.com/v1/sites/ai-tldr.dev).
MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verify

Corrections or removal requests: contact the directory.