Limitless Podcast
Limitless Podcast

Kimi K2.5: The Best New Model is Open-Source (Again!)

January 29, 2026

AI Summary

5 min read

🎙️ The Voices & The Context

  • The Format: Casual tech demo podcast episode with live screen shares and banter between two hosts.
  • The Key Players:
    • Hosts: Josh (demo lead, enthusiastic builder) and Ejaz (deep tech explainer, stats guru). Their chemistry is high-energy, like excited nerds geeking out over AI breakthroughs, bouncing ideas on costs, agents, and China-West rivalry.
  • The Vibe: Fun, hype-filled, and educational—pure tech excitement with "wow" demos and cost-shaming big AI labs.

🗝️ Key Themes & Topics

The episode dives into Kimi K2.5, a free/open-source Chinese AI model rivaling pricey Western giants like Claude and GPT, via demos, stats, and future predictions.

  • Topic 1: Multimodal Magic & Website Cloning. Hosts demo Kimi K2.5 recreating Anthropic's site from a 25-min screen recording, shifting AI from "describe" to "show" inputs via video analysis.
  • Topic 2: Multi-Agent Superpowers. Explores spawning 100+ sub-agents for parallel tasks (e.g., research, fact-checking), 4.5x faster than single models, with 1,500 tools and "orchestrator" to avoid collapse.
  • Topic 3: Dirt-Cheap Economics & Open-Source Edge. $4.6M training rumor vs. billions for others; API at $0.60/$3 per million tokens (vs. Claude's $5/$25); free for light use, unblockable by competitors.
  • Topic 4: China's Software Smarts & Talent. Hardware

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What you'll learn

  • 1 (00:00) **Rise of AI Agents and Intro to Kimi K2.5**
  • 2 (01:22) **Kimi K2.5 Background and Multimodal Training**
  • 3 (03:04) **Multi-Agent Superpowers**
  • 4 (05:23) **Breakthroughs: Video-to-Code and Demos**
  • 5 (10:16) **Comparison to Claude and Future of Software Dev**
  • 6 (12:36) **Economics and Pricing**
  • 7 (14:50) **Founder Background and Talent Density**

+ Full timestamped outline available in the app

Show Notes

Kimi K2.5 from Moonshot Labs, live now, employs multimodal training to process 15 trillion tokens from various formats. This model allows users to create website replicas from screen recordings in moments, drastically reducing operational costs to $0.60 per million tokens. 

We discuss Kimi K2.5’s efficiency in handling complex tasks with up to 100 sub-agents and its implications for open-source AI.

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TIMESTAMPS

0:00 The Rise of AI Agents
1:43 The Game-Changer: Kimi K2.5
3:40 The Power of Sub-Agents
5:26 Efficiency in AI Tasks
8:40 The Role of the Orchestrator
10:13 Creative Applications of Kimi 2.5
11:54 Cost Comparisons of AI Models
16:03 Strategies Behind Competitive Pricing
17:54 The Genius Behind the Model
20:15 Open Source vs. Frontier Models
22:36 The Future of AI Development
24:31 Engaging with AI Tools

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RESOURCES

Josh: https://x.com/JoshKale

Ejaaz: https://x.com/cryptopunk7213

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Not financial or tax advice. See our investment disclosures here:
https://www.bankless.com/disclosures⁠

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