you weren’t born in the US too, so wasn’t jensen huang and sergie brin and the metric that actually matters is that across the EU-14 (2014–2018), legal migrants contributed €1,510 per capita per year to public finances vs just €32 for natives. demographic annihilation is headcount dressed up with a scary word. total bs
interesting framing. just wondering how would reward hacking show up at the trajectory level. a scalar reward is at least crisp. once you’re optimizing against a textual critic, the agent can learn to produce trajectories that pattern match what the critic considers good reasoning without actually doing the task. wdyt?
@AradhyeAgarwal don't you think premature compression is a bug, not a virtue? forcing onepass write-only ingestion means the system has to guess at encoding time what will matter at query time. that's strictly worse than retrieval for most real use cases.
@a16z doesn’t really tell the correct story. firstly, it is 2 years outdated and secondly it doesn’t break down region specific trends. most affluent markets (such as the US) as still seeing growth, as reported by FT.
@eglyman@RampLabs just a simple question. with the exponential growth in intelligence and exponential decline in token cost, do you think token spend would matter in next 5 years or will it be something like the cellular data that we take for granted today.
@eglyman@tryramp can you give us a comparison of only non ai-native companies? this graph seems to be skewed otherwise. also, there should be a minimum annual revenue threshold.
@AtifRMian Apples-to-oranges comp. LCOE excludes battery degradation ($100-150/kWh, degrades over time), price premium (2-3x equivalent motorbikes), charging infra, grid upgrades, transmission losses. Honest comparison is total cost of ownership per km, not raw electricity vs raw petrol.