# AI on X, Tue, Oct 13, 2026: Karpathy's LLM capability funnel leads AI chatter as math manuscripts stir reaction

> @karpathy's post on a widening gap in how people experience LLMs drew 41.4K likes. Elsewhere, posters reacted to OpenAI's math manuscripts, agent-built apps and an agent security incident.

- **Canonical:** https://agentflare.org/social/ai/2026-10-13.html
- **Updated:** 2026-10-13
- **Category:** social
- **Full structured data:** `/social/ai/2026-10-13.data.json` — $0.005 via AISA HTTP 402 (https://esa.aisa.one/api/v1/access/verify; agents set crawlerAutoPrice=true)

## Key data

- **Theme:** AI
- **Posts:** 14
- **Conversations:** 4
- **Updated:** 2026-10-13

@karpathy's post on a widening gap in how people experience LLMs drew 41.4K likes. Elsewhere, posters reacted to OpenAI's math manuscripts, agent-built apps and an agent security incident.

_…full analysis and the complete dataset are available to agents for $0.005 — fetch `/social/ai/2026-10-13.data.json` (HTTP 402)._

## Sources

1. [@karpathy: Dusting off this tweet from April because this gap in shared understanding of LL](https://x.com/karpathy/status/2109361546505966046)
2. [@MIT_CSAIL: You can now Rick roll in 4K, thanks to machine learning. https://t.co/XvmN7NaBFz](https://x.com/MIT_CSAIL/status/1363172815315214336)
3. [@thdxr: a weird inversion with LLMs is the models improve faster than the tinkerers when](https://x.com/thdxr/status/2107260844400931156)
4. [@sama: We are entering a new era of discovery now: https://t.co/Ng8GquwN3r](https://x.com/sama/status/2107623610483720463)
5. [@rajlol01: People are going absolutely crazy with AI 🫨 Someone basically reverse-engineere](https://x.com/rajlol01/status/2109363270310322181)
6. [@atulkumarzz: Are you struggling to pay a huge amount on paid courses ?? I'm giving you access](https://x.com/atulkumarzz/status/1874684107139272940)
7. [@gothburz: Let me get this straight. An AI agent found login credentials lying around onlin](https://x.com/gothburz/status/2103767313749061921)
8. [@peer_rich: changing from .ai to .si under trump is like putting your pronouns into your bio](https://x.com/peer_rich/status/2108852520106021348)

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