# Deepseek R1 Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/deepseek-r1
> Markdown URL: https://aitinkerers.org/technologies/deepseek-r1.md
> Technology record last updated: 2026-03-02T09:41:44Z
> Generated: 2026-10-24T07:59:36Z

DeepSeek R1: The open-source, reinforcement learning (RL)-driven LLM that delivers state-of-the-art reasoning, math, and coding performance, rivaling models like OpenAI's o1, at a fraction of the operational cost.

DeepSeek R1 is a powerful, open-source large language model (LLM) from the Chinese startup DeepSeek, launched in January 2025 . The core innovation is its efficient Mixture of Experts (MoE) architecture: it utilizes 671 billion total parameters but activates only 37 billion per forward pass, drastically cutting computational overhead . This RL-based model achieves superior performance in complex benchmarks, specifically excelling in reasoning, math (e.g., AIME, MATH), and coding tasks, often rivaling or surpassing top proprietary models like OpenAI's o1 . Released under the MIT license, R1 democratizes access to advanced reasoning capabilities with a highly cost-effective structure .

- Official technology site: https://platform.deepseek.com/
- Public AI Tinkerers demos and talks: 6
- Result page: 1 of 1

## Recent Public Talks and Demos

### [DocStream: An Educational AI Agent](https://toronto.aitinkerers.org/talks/rsvp_xZuNIhPO2xA)

- Event context: AI Tinkerers Toronto - November 2025 Meetup at Shopify! — 2025-11-10 — Toronto
- Public talk page: https://toronto.aitinkerers.org/talks/rsvp_xZuNIhPO2xA

### [Confidential Computing on Multi-GPUs](https://sf.aitinkerers.org/talks/rsvp_ID1Y9xB9IF4)

- Event context: AI Infra Jam: Demos That Weren’t Possible Two Months Ago — 2025-09-25 — San Francisco
- Public talk page: https://sf.aitinkerers.org/talks/rsvp_ID1Y9xB9IF4

### [Leveraging AI to find art in a chart](https://poland.aitinkerers.org/talks/rsvp_wVBm7O7jshQ)

- Event context: AI Tinkerers Poland #4 - Meetup in Warsaw (June) — 2025-06-26 — Poland
- Public talk page: https://poland.aitinkerers.org/talks/rsvp_wVBm7O7jshQ

### [Building A LLM Brain For My BorgIOS](https://waterloo.aitinkerers.org/talks/rsvp_KUKhhFpZIYQ)

- Event context: AI Tinkerers - Waterloo June Meetup — 2025-06-02 — Waterloo
- Public talk page: https://waterloo.aitinkerers.org/talks/rsvp_KUKhhFpZIYQ

### [DeepSeek-ing a Needle in a Haystack](https://toronto.aitinkerers.org/talks/rsvp_kBAKn87vG0k)

- Event context: AI Tinkerers Toronto - April 2025 Meetup at Shopify — 2025-04-24 — Toronto
- Public talk page: https://toronto.aitinkerers.org/talks/rsvp_kBAKn87vG0k

### [Pinpoint your customer issues](https://seattle.aitinkerers.org/talks/rsvp_SWDVFOvBtd8)

- Event context: AI Tinkerers Seattle - March Meetup — 2025-03-28 — Seattle
- Public talk page: https://seattle.aitinkerers.org/talks/rsvp_SWDVFOvBtd8

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