logo

Research

Resources & Research

blog

AI Challenges That Remain

Exploring the “quiet failures” that keep enterprise AI pilots from delivering real-world value—things like brittle speech models, opaque pipelines, misaligned benchmarks, rising infrastructure costs, and unclear ROI attribution. Drawing on real deployments in speech recognition, retrieval-augmented generation, evaluation systems, and backend infrastructure, this paper pinpoints where AI projects stumble and offers practical engineering solutions. Whether you’re an AI architect, product manager, or technical lead, you’ll find concrete insights to help your organization move from promising prototypes to reliable, scalable systems.

June 2nd, 2025

Read More

blog

LLaMa4: HYPE vs. REALITY

Meta’s LLaMa 4 pushes the boundaries of AI with a staggering 10 million token context window and native multimodal capabilities—text, image, audio, and code. Built on a Mixture-of-Experts architecture, it promises faster outputs, deeper context, and enterprise-ready scalability. But how does it perform against rivals like Gemini 2.5 or ChatGPT 4.0 ? Where does it shine and where does it stumble? M37Labs dives deep into the architecture, performance, and real-world potential of LLaMa 4 in this exclusive research analysis.

May 15th, 2025

Read More

logo

Follow Us

Subscribe

Subscribe to our newsletter to receive our weekly feed.

locations

  • Mumbai
  • Gurgaon
  • Bangalore
  • San Francisco

Our Address

India Address:

Queens Mansion

Prescott Road

Mumbai - 400001

US Address:

M37Labs LLC

2261 Market Street STE 22520

San Francisco, CA 94114

Copyright © 2024 - M37Labs