TechCrunch pieces reveal hard funding/data-center economics around AI compute, highlighting XCENA’s memory-centric MX1 chip and multiple seed/Series B rounds, underscoring a shift in AI inference architecture alongside RSI/AGI discourse.
AI-driven agent workloads are forcing a redesign of cloud infrastructure, highlighted by AWS OpenSearch Serverless for agentic tasks, massive AI-chip/storage deals (Snowflake/AWS), and record funding rounds (Anthropic) signaling a shift to machine-generated internet traffic.
AI token futures are starting to look investable as Shanghai and big US exchanges explore derivative products around AI compute, with concrete pricing data for GPUs and token-based AI services underscoring economic relevance, while regulatory and security questions loom.
General Compute is betting on SambaNova’s inference-focused chips to scale AI services, highlighting a $15M seed at a $60M post-money, $300M of SN50 chips on order, and 600–700 tokens/sec inference versus ~250 for GPUs, plus air-cooled deployment for data centers.
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