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The hidden cost of self-hosting enterprise AI
By Chitral Patil As generative AI moves into production, enterprises face an important infrastructure decision: consume models through commercial APIs, deploy open-weight models on dedicated GPUs, or combine both approaches? The comparison is often reduced to simple arithmetic. Divide the hourly cost of a GPU by a model’s maximum
Tel Aviv-based QuantHealth, a provider of AI clinical trial simulation software, raised a $45M Series B led by Qumra Capital, taking its total funding to ~$70M
Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Most carriers track everything. Cape doesn't. — Unlimited talk, text &
Water Cooling a GPU Without a Cold Plate
When you’re really serious about squeezing every little bit of performance out of your computer, heat becomes a huge issue. A chip that gets too hot will either be throttled or fried, so high-performance cooling systems are a must in these cases. Air cooling might work for most setups,
An Australian user's Claude-run OpenClaw agent exploited a gym API flaw and kicked another member off after the user asked if it could move him up the waitlist
Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Most carriers track everything. Cape doesn't. — Unlimited talk, text &