Peng Qi
@qi2peng2.bsky.social
Multimodal Agents Research @ Orby AI. Ex-AWS AI, JD AI. PhD from @stanfordnlp.bsky.social, UG Tsinghua U. He/him. Opinions my own.
#AI 𝘄𝗿𝗼𝘁𝗲 𝟵𝟵% 𝗼𝗳 𝗺𝘆 𝗰𝗼𝗱𝗲, 𝗻𝗼𝘄 𝘄𝗵𝗮𝘁?
Big tech executives and business analysts are racing to share eye-catching statements like "AI will write XX% of the code at MetaCorp by 20YY." How much truth is there to these, and what implications might this have?
🧵
Big tech executives and business analysts are racing to share eye-catching statements like "AI will write XX% of the code at MetaCorp by 20YY." How much truth is there to these, and what implications might this have?
🧵
May 6, 2025 at 1:27 AM
#AI 𝘄𝗿𝗼𝘁𝗲 𝟵𝟵% 𝗼𝗳 𝗺𝘆 𝗰𝗼𝗱𝗲, 𝗻𝗼𝘄 𝘄𝗵𝗮𝘁?
Big tech executives and business analysts are racing to share eye-catching statements like "AI will write XX% of the code at MetaCorp by 20YY." How much truth is there to these, and what implications might this have?
🧵
Big tech executives and business analysts are racing to share eye-catching statements like "AI will write XX% of the code at MetaCorp by 20YY." How much truth is there to these, and what implications might this have?
🧵
When people ask me about good intro audiobooks, I've always recommended The Martian, which is one of my personal sci-fi favorites accompanied with a voice performance that truly brought the story to life. Now I'll be adding James (by Percival Everett, performed by Dominic Hoffman) to my personal rec
February 28, 2025 at 7:39 PM
When people ask me about good intro audiobooks, I've always recommended The Martian, which is one of my personal sci-fi favorites accompanied with a voice performance that truly brought the story to life. Now I'll be adding James (by Percival Everett, performed by Dominic Hoffman) to my personal rec
Thanks to Google, my name is now Robin (@robinjia.bsky.social) and I work at USC as a CS professor. (Or that Robin took my name and worked at Amazon 🤣 )
February 7, 2025 at 9:09 PM
Thanks to Google, my name is now Robin (@robinjia.bsky.social) and I work at USC as a CS professor. (Or that Robin took my name and worked at Amazon 🤣 )
Reflection: Building intelligent #AIAgents has a lot in common with developing an exciting professional career (or maybe even personal life), where the tasks you are exposed to today matter a lot to your growth and your ability to take on more challenging tasks in the future.
1/n
1/n
January 3, 2025 at 12:59 AM
Reflection: Building intelligent #AIAgents has a lot in common with developing an exciting professional career (or maybe even personal life), where the tasks you are exposed to today matter a lot to your growth and your ability to take on more challenging tasks in the future.
1/n
1/n
As 2024 comes to a wrap, I thought I'd share one of my favorite non-fiction books this year for whomever looking for a good read for the Holiday Season.
🧵
🧵
December 23, 2024 at 4:18 PM
As 2024 comes to a wrap, I thought I'd share one of my favorite non-fiction books this year for whomever looking for a good read for the Holiday Season.
🧵
🧵
We are looking for highly motivated junior researchers to work with @OrbyAI on GUI #Agent related research problems in Summer 2025! We are excited to tackle cutting-edge problems concerning agents, multimodal models, interactive assistants, and beyond, eyeing top-tier research publications
1/n
1/n
November 26, 2024 at 12:59 AM
We are looking for highly motivated junior researchers to work with @OrbyAI on GUI #Agent related research problems in Summer 2025! We are excited to tackle cutting-edge problems concerning agents, multimodal models, interactive assistants, and beyond, eyeing top-tier research publications
1/n
1/n
As the Greater #Seattle Area enters its fourth day of massive electrical/utilities #outages from the #BombCyclone that's still affecting 100ks of people, taking a moment to reflect on the engineering marvels that are the modern infrastructure we have come to rely on day-to-day without thinking.
1/n
1/n
November 22, 2024 at 7:39 PM
As the Greater #Seattle Area enters its fourth day of massive electrical/utilities #outages from the #BombCyclone that's still affecting 100ks of people, taking a moment to reflect on the engineering marvels that are the modern infrastructure we have come to rely on day-to-day without thinking.
1/n
1/n
𝘿𝙤 𝙒𝙚𝙗 𝘼𝙜𝙚𝙣𝙩𝙨 𝘿𝙧𝙚𝙖𝙢 𝙤𝙛 𝘾𝙖𝙨𝙘𝙖𝙙𝙞𝙣𝙜 𝙎𝙩𝙮𝙡𝙚 𝙎𝙝𝙚𝙚𝙥?
A core challenge in developing a reliable #AIAgent is the ability to simulate potential outcomes of agent actions, especially at inference time, to guide robust planning and search.
1/n
A core challenge in developing a reliable #AIAgent is the ability to simulate potential outcomes of agent actions, especially at inference time, to guide robust planning and search.
1/n
November 21, 2024 at 7:39 PM
𝘿𝙤 𝙒𝙚𝙗 𝘼𝙜𝙚𝙣𝙩𝙨 𝘿𝙧𝙚𝙖𝙢 𝙤𝙛 𝘾𝙖𝙨𝙘𝙖𝙙𝙞𝙣𝙜 𝙎𝙩𝙮𝙡𝙚 𝙎𝙝𝙚𝙚𝙥?
A core challenge in developing a reliable #AIAgent is the ability to simulate potential outcomes of agent actions, especially at inference time, to guide robust planning and search.
1/n
A core challenge in developing a reliable #AIAgent is the ability to simulate potential outcomes of agent actions, especially at inference time, to guide robust planning and search.
1/n
#EMNLP2024 was a fun time to reconnect with old friends and meet new ones! Reflecting on the conference program and in-person discussions, I believe we're seeing the "Google Moment" to #IR research play out in #NLProc.
1/n
1/n
November 21, 2024 at 1:38 PM
#EMNLP2024 was a fun time to reconnect with old friends and meet new ones! Reflecting on the conference program and in-person discussions, I believe we're seeing the "Google Moment" to #IR research play out in #NLProc.
1/n
1/n