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Mathias Lechner

Mathias Lechner

Co-Founder & CTO @ Liquid AI Research Affiliate at CSAIL, MIT

Platform
Substack
PricingOnly free issuesPublishesWeekly
Issues8SubscribersRead mlechner.substack.com

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Latest Issues

Recent posts by this newsletter. Browse the email archive.

The Economics of LLM Inference: Batch Sizes, Latency Tiers, and Why Model Labs Have an Advantage

Anthropic recently launched a fast tier for Opus 4.6. OpenAI partnered with Cerebras to offer GPT-Codex-5.3 at 1,000 tokens per second. The inference pricing menu is expanding, and the economics behind it are worth understanding.

16 days ago
17
2

Pulling Multiple Levers: What It Actually Takes to Build a Competitive LLM

There’s a common refrain you hear about large language models: “LLMs are just next-token prediction machines”. It’s a outdated summary, and it does not grasp of what goes into building one.

a month ago
6
1

Why the Future of Voice Assistants Is Natively Multi-Modal Models

The traditional architecture for voice assistants follows a three-stage pipeline:

3 months ago
7
0

Tool Calling at Scale: Navigating the Trade-offs Between Cloud and Edge Agents

When building AI agents that interact with the real world, tool calling is the bridge between language understanding and action. Whether your agent queries databases or controls smart home devices, it needs to invoke the right function with...

3 months ago
4
0

Authors

The writers behind this newsletter.

  • Mathias Lechner

    Co-Founder & CTO @ Liquid AI Research Affiliate at CSAIL, MIT

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