The Ledger
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LLM Output Quality Deteriorates at Million-Token Context Sizes
“They claim million tokens, ten million tokens. When you start going up to that size of input. The quality deteriorates on the output”
Shevelenko Predicts AI Context Windows Will Continue to Expand Reliably
“The one thing that you can rely on in terms of the direction of AI progress is the context windows will expand, right? You'll be able to feed more into the prompt and get a useful output right now.”
Shevelenko Predicts AI Will Shift to Proactive Assistance Within 12 Months
“I think where we want to take the technology is to become a lot more proactive rather than being reactive, right? So instead of you having to always ask for the update of what's happening with this account, we're able to detect those changes that are meaningfu…”
Perplexity Serves 5,000 Enterprise Clients With Just Five Sales Reps
“We have around over 5000 enterprise clients for Prophexity Enterprise Pro, and we have five sellers.”