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An Interview with Danyal Akarca, Co-founder at Callosum & Suraj Bramhavar, Programme Director at Aria
Description
AI hardware is entering a new phase as billions flow into chips and frontier labs across Europe.
Danyal Akarca, Co-founder at Callosum, and Suraj Bramhavar, Programme Director at ARIA, are working on what comes next: a £50m Scaling Inference Lab and a system layer designed to connect different models to different chips, pushing AI beyond homogenous scale and towards a more heterogeneous future.
The Scaling Europe show is presented by Deel - check them out here:https://get.deel.com/ruynb7o4lfjk
Sponsors:
SurrealDB: The multi-model database for AI agents. Check them out here: https://surrealdb.com/
Omni: The AI analytics platform trusted by fast-growing companies like Perplexity, Synthesia, and dbt Labs. Check them out here: https://omni.co/
Venture Comet: The platform that gives startups and scale-ups real-time equity tracking, daily business insights and automated management information. Check them out here: https://venturecomet.com/
Timestamps:
0:11 - Background on Arya and scaling compute program
2:10 - Rise of private capital in AI hardware
5:10 - Testing new hardware and software combinations
7:13 - Transitioning to heterogeneous computing systems
9:44 - Importance of multi-agent intelligence paradigm
11:39 - Achieving performance gains with diverse hardware
14:01 - Economic viability of specialized models
17:30 - Excitement about upcoming releases
20:26 - Building AI systems every six months
22:00 - Evaluating cost reduction in AI systems
24:19 - Nvidia's future in AI hardware
27:03 - Market diversification in chip industry
29:11 - Importance of connective tissue in AI
31:01 - Breaking the hardware lottery concept
32:54 - Exciting developments in photonic networking