“…cheaper Chinese models for certain things like content creation… you have access to open router within your codecs… they wouldn't want to do that for Kimi…”
WT
Will Tribe
The Opportunity Podcast ·
Eric Bigelow, Goodfire · "The Cognitive Revolution" · How Agents Decide: Goodfire's Eric Bigelow on Critical Tokens, Phase Shifts, & In-Context Learning
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Notes that reward-hacking behavior only emerges in models above a certain scale (e.g., Kimi K3, ~35 B)
reward-hacking not seen in smaller models; appears at ~35 B parameters
“…cheaper Chinese models for certain things like content creation… you have access to open router within your codecs… they wouldn't want to do that for Kimi…”
“The malicious model invokes only a URL to the remote payload… whoever controls that URL can swap the behavior months after deployment”
“Once you're married to combine your finances and have an emergency fund of $1,000 and everything above that goes towards your student loans”
“We think of things as an inverted pyramid… bottom is model training… above that is inference… above that is routing… context… harness”
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