Future House
also referred to as: futurehouse
9 statements across 1 episodes · 3 bullish · 1 bearish · 1 people on the record · first statement Jan 28, 2026 by Andrew White · said 11 times in 1 episodes since 2026 · across every show →
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brought up most by Andrew White (8), RJ Haneke (2), Brandon Anderson (1)
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Everything said about Future House, oldest first
Jan 28, 2026 positive
White: Verifiers in the loop provide higher signal than hypothesis rankings
“I have a lot more faith in these, like verifier-in-the-loop kind of scenarios where you have either data analysis, literature search, or you're running a unit test, or whatever, you're going and running the experiment. Anything like that, I think, is going to …”
Jan 28, 2026 bullish
White: FutureHouse bypassed custom foundation models to focus on scientific agents
“For example, at future house, we took the opinion that scientific agents are the future, and that allows us to skip a lot of steps because a lot of other people were like, we need to build a foundation model for X. Yeah. And we just skipped all that.”
Jan 28, 2026 negative
White: RLHF fails on scientific hypotheses by ignoring impact and information gain
“We learned a lot about how bad our LHF is with people, just like people pay really attention to the tone, to the details, to like how many specific facts or figures on the hypothesis, right? Like actionability about like if the experiment is feasible, but what…”
Jan 28, 2026 neutral
White: AI hits 60-70% on Bixbench, matching human expert agreement
“We're getting to 60%, 70% correctness on Bixbench, and we found that actually we're at the point where humans disagree at this level. Like, humans only agree 70% of the analysis, and so it's true that, like, when it comes to analyzing data, like, humans do not…”
Jan 28, 2026
White: Future House Focuses on Discovery Loops Over System Modeling
“We're trying to automate the like cognitive process of scientific discovery, making hypotheses. Choosing experiments to do, analyzing the results from experiments and using it to update your hypotheses or your confidence in those hypotheses, and then leading t…”
Jan 28, 2026 positive
Jan 28, 2026 neutral
Jan 28, 2026