少点错误 2024年09月03日
Announcing the PIBBSS Symposium '24!
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PIBBSS夏季研讨会将于9月9日在线举行,为期四天。研讨会将展示来自2024年PIBBSS研究员的最新研究成果,涵盖了人工智能安全、可解释性、代理行为、多智能体互动等多个领域。研讨会采用分组演讲和互动讨论的形式,为参与者提供深入了解PIBBSS研究成果的机会。

😄 PIBBSS是一个致力于探索自然和人工系统中智能行为的平行关系,并利用这些见解来构建安全、对齐的人工智能的研究计划。 2024年6月至8月,PIBBSS举办了为期三个月的研究员项目,该研讨会旨在分享该项目的研究成果。

😊 研讨会将以分组演讲和互动讨论的形式进行,每个研究员将进行30分钟的演讲,包括问答环节。 演讲主题涵盖了PIBBSS的研究领域,包括可解释性、代理行为、多智能体互动、人工智能风险分析、法律工具在人工智能安全中的应用等。

🥳 研讨会为期四天,每天将有四位研究员进行演讲,并提供专门的讨论室供参与者与演讲者进行更深入的交流。 参与者可以通过注册链接获取研讨会链接,并可以选择参与感兴趣的演讲和讨论环节。

🤔 研讨会涵盖多个主题,例如: - 针对上下文学习的可解模型 - 因子空间模型:抽象级别的因果关系 - 修复我们的概念以理解思维和代理:初步结果 - 共同激发的特征:检查SAE特征的共现 - 单一模型的最小描述长度 - 神经符号方法是否通往安全的基于LLM的代理? - 重尾噪声和随机梯度下降 - 探索形式方法在人工智能安全中的潜力 - 我作为PIBBSS研究员的收获,以及我的未来计划 - 在LLM中寻找现象意识的指标:元认知和高阶理论 - 链式思维推理过程中LLM信念的动态 - LLM中合作的文化演化 - 上下文学习的几何学

Published on September 3, 2024 11:19 AM GMT

Tl;dr

We are pleased to invite you to the second PIBBSS Symposium, where the fellows from the ‘24  fellowship program present their work. 

The symposium is taking place online, over several days in the week of September 9th


About PIBBSS

PIBBSS is a research initiative aiming  to explore parallels between intelligent behavior in natural and artificial systems, and to leverage these insights towards the goal of building safe and aligned AI. 

During June-August ‘24, we ran the second iteration of our 3-month research fellowship program. The symposium acts as a venue to share research conducted as part of this program. You can read about the last year symposium here, or watch recordings here.

About the symposium 

The PIBBSS Summer Symposium is a multi-day event where PIBBSS fellows present their work.  

The event is taking place on the days of Tuesday - Friday, Sept 10th - 13th, between 17:00-~21:00 GMT / 9:00 - 12:00 PT / 12:00 - 15:00 ET.

The event is set it up such that you can easily join whichever talks and breakout sessions you are most interesting in.

The program 

Find a program overview here

Find the full program here, including brief descriptions of each talk. 

On top of the talks, there will also be opportunities to continue the discussion with fellows at the end of each block in speaker-specific breakout rooms.

Talks span a wide range of topics in line with PIBBSS’s research mission. Some representative examples of topics include: 

The format

The symposium is taking place over the course of four days, in blocks of ~4 fellows. 

Each fellow presents for a total of 30 minutes, including some time for questions. 

At the end of each block, there will be speaker-specific break-out rooms to allow for further questions and discussions.

Example day: 

Day 1Starting time
Speaker 1  17:00 GMT          
Speaker 2  18:00 GMT
Speaker 3  19:00 GMT
Breakout/Discussion Rooms 
with Speakers 1-3 (in parallel)     
  20:00 GMT

How to engage

Register here to receive a link to the webinar. 

The same link works for the entire symposium. This allows you to tune in for exactly those talks and breakout sessions you’re most interested in!

If you cannot make it to a talk, worry not! Most talks will be recorded and can later be viewed at the PIBBSS YouTube Page.

Talks (overview)

For a full version of the agenda, including talk descriptions, see here. The times below are in GMT.

Tuesday, Sep 10th

17:00 - Solvable models of in-context learning - Nischal Mainali
18:00 - Factored Space Models: Causality Between Levels of Abstraction - Magdalena Wache
19:00 - Fixing our concepts to understand minds and agency: preliminary results - Mateusz Bagiński
20:00 - Break out session with the speakers

Wednesday, Sep 11th

17:00 - Features that Fire Together Wire Together: Examining Co-occurence of SAE
Features - Matthew A. Clarke
18:00 - Minimum Description Length for singular models - Yevgeny Liokumovich
19:00 - Are Neuro-Symbolic Approaches the Path to Safe LLM-Based Agents? - Agustín
Martinez-Suñé
20:00 - Heavy-tailed Noise & Stochastic Gradient Descent - Wesley Erickson
21:00 - Break out session with the speakers

Thursday, Sep 12th

17:00 - Exploring the potential of formal approaches to emergence for AI safety - Nadine Spychala
18:00 - What I've learned as a PIBBSS fellow, and what I plan to do with it - Shaun Raviv
19:00 - Searching for indicators of phenomenal consciousness in LLMs: Metacognition & higher-order theory - Euan McLean
20:00 - Break out session with the speakers

Friday, Sep 13th

17:00 - Dynamics of LLM beliefs during chain-of-thought reasoning - Baram Sosis
18:00 - Cultural Evolution of Cooperation in LLMs - Aron Vallinder
19:00 - The geometry of in-context learning - Jan Bauer
20:00 - Break out session with the speakers


We are looking forward to seeing you there!



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PIBBSS 人工智能 研讨会 自然智能 安全 可解释性 代理行为 多智能体互动 人工智能风险
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