{"id":49803650,"user":"verdverm","time":1790093565,"time_ago":"11 hours ago","type":"comment","content":"

yes, and... pretty much everything in the Ai field comes back to "data makes more difference"","comments":[{"id":49803708,"user":"danielmarkbruce","time":1790093802,"time_ago":"11 hours ago","type":"comment","content":"

Sure, and most days it doesn't rain.","comments":[{"id":49803746,"user":"verdverm","time":1790093976,"time_ago":"11 hours ago","type":"comment","content":"

depends on where you live, an important feature for data points about weather pattern probabilities

the underlying data set needs to be representative","comments":[{"id":49804355,"user":"danielmarkbruce","time":1790095993,"time_ago":"10 hours ago","type":"comment","content":"

RLVR and RLCR really don't need a whole bunch of special data.","comments":[{"id":49806053,"user":"verdverm","time":1790102098,"time_ago":"8 hours ago","type":"comment","content":"

the algorithms technically, sure, however the outcomes definitely depend on data quality and coverage like any other training method, this is well known","comments":[{"id":49806324,"user":"danielmarkbruce","time":1790103374,"time_ago":"8 hours ago","type":"comment","content":"

I don't think you've ever done either of these training steps. You are just handwaving.","comments":[{"id":49806524,"user":"verdverm","time":1790104088,"time_ago":"8 hours ago","type":"comment","content":"

you know what they say about making assumptions, yea?

and then you are going to ignore all the research and results that clearly show otherwise? why?

what might we infer about the importance of data from a learning algorithm like decision trees?","comments":[{"id":49807800,"user":"danielmarkbruce","time":1790109788,"time_ago":"6 hours ago","type":"comment","content":"

Read the paper. They train RLCR on existing big math problems. They subtract a brier score penalty from the correctness reward. No new confidence labels are needed.

Existing datasets, different reward function.","comments":[],"comments_count":0,"level":6,"url":"item?id=49807800"}],"comments_count":1,"level":5,"url":"item?id=49806524"}],"comments_count":2,"level":4,"url":"item?id=49806324"}],"comments_count":3,"level":3,"url":"item?id=49806053"}],"comments_count":4,"level":2,"url":"item?id=49804355"}],"comments_count":5,"level":1,"url":"item?id=49803746"}],"comments_count":6,"level":0,"url":"item?id=49803708"}],"comments_count":7,"url":"item?id=49803650"}

Comment by verdverm