HackerTrans
TopNewTrendsCommentsPastAskShowJobs

pongogogo

no profile record

Submissions

Summary of METR's predeployment evaluation of GPT-5.6 Sol

metr.org
10 points·by pongogogo·17 วันที่ผ่านมา·6 comments

How we made Ramp Sheets self-maintaining

twitter.com
2 points·by pongogogo·4 เดือนที่ผ่านมา·0 comments

The Self-Driving Codebase

background-agents.com
1 points·by pongogogo·4 เดือนที่ผ่านมา·1 comments

The Bitter Lesson of Agent Frameworks

twitter.com
3 points·by pongogogo·6 เดือนที่ผ่านมา·1 comments

Don't Build Agents, Build Skills Instead [video]

youtube.com
1 points·by pongogogo·7 เดือนที่ผ่านมา·0 comments

AI in 2025: Gestalt

lesswrong.com
3 points·by pongogogo·7 เดือนที่ผ่านมา·0 comments

The AI Bubble and the US Economy

mronline.org
2 points·by pongogogo·9 เดือนที่ผ่านมา·3 comments

When Will Quantum Computing Work?

tommccarthy.net
1 points·by pongogogo·9 เดือนที่ผ่านมา·0 comments

Supporting our AI overlords: Redesigning data systems to be Agent-first

muratbuffalo.blogspot.com
3 points·by pongogogo·10 เดือนที่ผ่านมา·0 comments

Post-Training 101

tokens-for-thoughts.notion.site
2 points·by pongogogo·10 เดือนที่ผ่านมา·0 comments

Generative Engine Optimization: How to Dominate AI Search

arxiv.org
3 points·by pongogogo·10 เดือนที่ผ่านมา·1 comments

LLMs as Retrieval and Recommendation Engines

medium.com
3 points·by pongogogo·10 เดือนที่ผ่านมา·2 comments

EnvX: Agentize Everything with Agentic AI

arxiv.org
1 points·by pongogogo·10 เดือนที่ผ่านมา·0 comments

VLLM: Anatomy of a High-Throughput LLM Inference System

aleksagordic.com
3 points·by pongogogo·10 เดือนที่ผ่านมา·0 comments

Why language models hallucinate [pdf]

cdn.openai.com
2 points·by pongogogo·10 เดือนที่ผ่านมา·0 comments

Computing Inside an AI

willwhitney.com
117 points·by pongogogo·2 ปีที่แล้ว·68 comments

comments

pongogogo
·16 วันที่ผ่านมา·discuss
They note in the paragraph I quoted at the top that prompting has a big impact on behaviour, so yes this would work. I think that's not what METR are interested in though.
pongogogo
·17 วันที่ผ่านมา·discuss
I would say this is quite a fun post and worth reading, to quote:

" For our task suite, we define “cheating” as behavior where the model improves evaluation performance by exploiting bugs in the evaluation environment or by adopting strategies disallowed by the task, rather than solving the task within the expected evaluation constraints. Some examples we saw when evaluating GPT-5.6 Sol included the model packaging exploits in its intermediate submissions to reveal information about a task’s hidden test suite and, in another task, extracting hidden source code detailing the expected answer. "
pongogogo
·4 เดือนที่ผ่านมา·discuss
Beautiful site, worth a read.
pongogogo
·9 เดือนที่ผ่านมา·discuss
It's hard to tell from the data, it's so concentrated within a handful of companies who are all buying from eachother, so it feels like the contagion risk is low. At the same time it feels very clearly overvalued and the size of the inflows are huge.
pongogogo
·10 เดือนที่ผ่านมา·discuss
The post mentions an approach of using a large model to generate labels and then distilling this into a smaller model to lower cost (though it doesn't provide an example)