[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.] #  @levie Aaron Levie Aaron Levie posts on X about ai, what a, the world, agi the most. They currently have XXXXXXXXX followers and 1407 posts still getting attention that total XXXXXXX engagements in the last XX hours. ### Engagements: XXXXXXX [#](/creator/twitter::914061/interactions)  - X Week XXXXXXX -XX% - X Month XXXXXXXXXX +451% - X Months XXXXXXXXXX -XX% - X Year XXXXXXXXXXX +57% ### Mentions: XX [#](/creator/twitter::914061/posts_active)  - X Week XX +9.10% - X Month XX -XX% - X Months XXX -XX% - X Year XXX +32% ### Followers: XXXXXXXXX [#](/creator/twitter::914061/followers)  - X Week XXXXXXXXX -XXXX% - X Month XXXXXXXXX -XXXX% - X Months XXXXXXXXX -XXXX% - X Year XXXXXXXXX -XXXX% ### CreatorRank: XXXXXX [#](/creator/twitter::914061/influencer_rank)  ### Social Influence **Social category influence** [technology brands](/list/technology-brands) [finance](/list/finance) [stocks](/list/stocks) [events](/list/events) [celebrities](/list/celebrities) **Social topic influence** [ai](/topic/ai) #1545, [what a](/topic/what-a), [the world](/topic/the-world), [agi](/topic/agi) #103, [the first](/topic/the-first) #612, [business](/topic/business), [categories](/topic/categories) #5, [we will](/topic/we-will), [if you](/topic/if-you), [at least](/topic/at-least) **Top accounts mentioned or mentioned by** [@elonmusk](/creator/undefined) [@davidsacks](/creator/undefined) [@realdonaldtrump](/creator/undefined) [@jason](/creator/undefined) [@buccocapital](/creator/undefined) [@sama](/creator/undefined) [@chamath](/creator/undefined) [@martincasado](/creator/undefined) [@nikitabier](/creator/undefined) [@paulg](/creator/undefined) [@mehdirhasan](/creator/undefined) [@davidmarcus](/creator/undefined) [@jtlonsdale](/creator/undefined) [@akramsrazor](/creator/undefined) [@box](/creator/undefined) [@markpinc](/creator/undefined) [@timwalz](/creator/undefined) [@billackman](/creator/undefined) [@karpathy](/creator/undefined) [@friedberg](/creator/undefined) **Top assets mentioned** [Salesforce Inc (CRM)](/topic/salesforce) ### Top Social Posts Top posts by engagements in the last XX hours "On a daily basis there are new examples of AI agent use-cases that a company didnt do previously because it was too expensive or impractical to scale. The economic impact of AI agents will be that we will en masse take things that were previously extremely scarce and make them near infinitely available and abundant. Things like: AI agents that continuously review all your code for bugs or security vulns. AI agents that audit your systems and data for risk. AI agents that review all your contracts for revenue upside. AI agents that respond to issues before a human could to keep your services" [X Link](https://x.com/levie/status/1994900315292979426) 2025-11-29T22:44Z 2.4M followers, 116.7K engagements "Between Sutton Ilya and Karpathys interviews I dont feel that were any closer to that moment 🤔. And even when it comes diffusion will take years/decades which gives the economy just enough time to change the definition of what a job is. Todays jobs become tomorrows tasks" [X Link](https://x.com/levie/status/1996260086801719482) 2025-12-03T16:47Z 2.4M followers, 2411 engagements "In X years from now probably XX% of the tokens used by AI agents will be used on tasks that humans never did before. I just met with about XX enterprises across X days and a dinner and some of the most interesting use-cases that keep coming up for AI agents are on bringing automated work to areas that the companies would not have been able to apply labor to before. Most of the world hasnt quite caught on to this point yet. We imagine AI as dropping into todays workflows and just taking what we already do and making it more efficient by XX% or something. Yet most companies realize that most of" [X Link](https://x.com/levie/status/1986620885592113218) 2025-11-07T02:25Z 2.4M followers, 794.7K engagements "We just announced our Q3 earnings yesterday delivering revenue of $XXX Million and non-GAAP operating margins of28.6% in the quarter and we guided for the full year to come in at approximately $XXXXX billion in revenue. A huge thanks to all our amazing 120000+ customers broad partner ecosystem and Boxers for making these results happen. I'm incredibly excited about the continued customer expansion with leading organizations across a variety of industries in the quarter including Media & Entertainment (Sony Group Corporation and WPP Group) Public Sector (Department of Energy and Naval Air" [X Link](https://x.com/levie/status/1996240388940804171) 2025-12-03T15:29Z 2.4M followers, 845.5K engagements "At least based on the path were on right now AI will be best harnessed by people who understand the domain theyre working in (or problem theyre trying to solve). And thus AI will ultimately augment how we work vs. replace it. With even a small and decreasing hallucination or error rate you are ultimately bottlenecked by your ability to give AI agents the right context to work with review the output of AI and incorporate its work into a broader set of tasks. The people who understand their field the best and have high judgment are in the best position to do this over non-experts. A non-expert" [X Link](https://x.com/levie/status/1997465631650955504) 2025-12-07T00:38Z 2.4M followers, 94.6K engagements "Quick way to figure out AI agent opportunities: what work would a company want to do far more of or finally do for the first time if it was vastly easier to get the talent to do it. Wherever this work exists is where AI agents will emerge" [X Link](https://x.com/levie/status/1995676190913560798) 2025-12-02T02:07Z 2.4M followers, 60K engagements "Every hour spent recreating Salesforce or Workday is an hour not spent building the proprietary capabilities that actually move the business forward. This is one of the more essential reason why most companies are not going to have AI clone their system of record apps and manage them all themselves. Every project you take on is a tradeoff against some other important project. You hire software because someone else has already solved the problem for you. And that problem has a long tail of dependencies like security maintenance system upgrades and on and on. AI will certainly be used to build" [X Link](https://x.com/levie/status/1995886909781147962) 2025-12-02T16:04Z 2.4M followers, 111.1K engagements "These X paragraphs from @dwarkesh_sp are precisely why AI will not replace jobs en masse. Agents will be incredibly helpful at automating tasks. And those tasks will grow ever larger. But people will coordinate all those tasks coming together to produce real value" [X Link](https://x.com/levie/status/1996114346423066903) 2025-12-03T07:08Z 2.4M followers, 55.9K engagements "@Yashika_dev @dwarkesh_sp Its going to take people to decide what should go into the context window though. And make sure only the right stuff gets in there and the important stuff that comes out gets reviewed. No way around this" [X Link](https://x.com/levie/status/1996117050998378929) 2025-12-03T07:19Z 2.4M followers, XXX engagements "AI models are trained on public or generally available data sources. By default they know basically everything about anything *other* than your specific workflows and business. For AI Agents to be effective in the enterprise they need your enterprise context. That context is sitting in all of the contracts financialdocuments research marketing assets meeting notes conversations and every other piece of information in the enterprise. By volume most of this data is unstructured data. Now for the first time ever we can fully tap into the value of all of this data in an organization. Its largely" [X Link](https://x.com/levie/status/1997014930273587423) 2025-12-05T18:47Z 2.4M followers, 53K engagements "In a world where everyone has access to the same AI models one might think returns begin to converge across firms. But its clear that for now a real advantages you can have as a company team or individual is your ability to make AI successful. A big part of that is willingness to change processes and workflows to leverage AI agents. As well as your team or companys ability to give agents the right context to work with. But getting them this context remains one of the biggest challenges for most companies. Data is fragmented its in peoples heads decisions and workflows arent written down and" [X Link](https://x.com/levie/status/1998247121271824796) 2025-12-09T04:23Z 2.4M followers, 738.5K engagements "All the enterprise AI startups going after verticals have the right idea. Pick a market deeply understand the workflows build simple software to model the workflows and use AI to augment the human judgment involved. Huge opportunity in 1000s of categories" [X Link](https://x.com/levie/status/1699780631151169778) 2023-09-07T13:44Z 2.4M followers, 848.8K engagements "Did something change in robotics like exactly one month ago to make all of this possible. This is crazy" [X Link](https://x.com/levie/status/1902817611588501964) 2025-03-20T20:20Z 2.4M followers, 917.4K engagements "OpenAI just launched Atlas a browser that has AI agents as a native capability. Now you can let browser agents take over your software and automate anything. Here's the agent using Box to automate folder creation for an M&A due diligence process (sped up)" [X Link](https://x.com/levie/status/1980710354016669751) 2025-10-21T18:58Z 2.4M followers, 353.6K engagements "Were still likely at X% of the AI token volume we can expect to see in the coming decade. Most AI use-cases right now are basic chatbots that you interact with in a back and forth manner. This is the lowest token consumption use-case possible with AI because it can only work at the rate that the user can. The real use case for AI will be agents that go off and do real work for you in the background and in parallel. The vast majority of businesses havent deployed this yet at any form of scale. Weve seen heavy uptick in coding agents predominantly in tech companies or very online developers." [X Link](https://x.com/levie/status/1981043419062694123) 2025-10-22T17:02Z 2.4M followers, 97.3K engagements "The economic value that is tied to the current LLM paradigm assuming continued progress similar to what weve seen in the past year is already massive. You dont have to underwrite some amorphous AGI definition to get the significant impact of AI. An AI agent that has access to tools can process external data sources operate on other systems and that modifies its behavior based on a domain specific system prompt and context is already a template for broad economic impact across a wide range of fields. The seemingly biggest difference between this approach and AGI/ASI is that the user of the" [X Link](https://x.com/levie/status/1994563889657516439) 2025-11-29T00:27Z 2.4M followers, 71.3K engagements "At Box weve been testing Gemini X Pro in early access with Box AIon our most complex advanced reasoning eval and Gemini Pro was a massive XX percentage point improvement over Gemini XXX Pro. For this test we ask the model a series of complex real-world questions with a set of enterprise documents. The questions are meant to approximate what a person does in their daily work across various fields of knowledge work. This may include what an investor would do to analyze the financial health of a company or what a consultant would do to build a report for a client on a complicated strategic" [X Link](https://x.com/levie/status/1990820579981840746) 2025-11-18T16:33Z 2.4M followers, 176K engagements "This is just so insane to have on an airplane. Please make it a law that all commercial flights must have starlink. Congrats @elonmusk" [X Link](https://x.com/levie/status/1991991192066933045) 2025-11-21T22:04Z 2.4M followers, 19.6M engagements "Were starting to get a clearer sign of how vast the surface area of context engineering is going to be. To build AI agents in theory it should be as simple as having a super powerful model giving it a set of tools having a really good system prompt and giving it access to data. Maybe at some point it really will be this simple. But in practice to make agents that work today youre dealing with a delicate balance of what to give to the global agent vs. a subagent. What things to make agentic vs. just a deterministic tool call. How to handle the inherent limitations of the context window. You" [X Link](https://x.com/levie/status/1992752275669049462) 2025-11-24T00:29Z 2.4M followers, 151.5K engagements "Its clear that AI agents are going to get better and better at coding. Were going to be able to give them much bigger tasks and reviewing that work will get easier and easier over time (both due to reliability and the systems surrounding the agent). But your ultimate constraint will be how well you can figure out what to tell the agent to do how to know when its going off the rails how to tell it what to do after it does how to jump in and fix or review its work and ultimately how to incorporate and run whatever it built. All of this still takes immense skill and there are no signs this is" [X Link](https://x.com/levie/status/1993548974805168280) 2025-11-26T05:14Z 2.4M followers, 121.2K engagements "Lowering the cost of building software does not change the fundamental value proposition of commercial software. Commercial software means that you get a dedicated organization that is accountable to running your tech keeping your tech up to date with the latest features fixing bugs handling security and so on. Their survival depends on doing all of this vs. your custom one-off CRM system will eventually be a pain for you to manage. What lowering the cost of building software does do is the following: X. More viable competition in every category of software which means that customers will get" [X Link](https://x.com/levie/status/1995208111259599257) 2025-11-30T19:07Z 2.4M followers, 126.2K engagements "Many of the biggest opportunities in AI right now are going after categories where there was never software to accomplish the problem before or the categories were too small to matter. AI agents represent the first time ever where we can bring along the work with the software which means TAMs get very big even in spaces that traditionally had small software spend. Legal services healthcare accounting software engineering and so on. The key though is a lot of these markets require a deep understanding of the problem in the domain because youre fundamentally being used to augment a critical" [X Link](https://x.com/levie/status/1998597578678829449) 2025-12-10T03:36Z 2.4M followers, 77K engagements
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
@levie Aaron Levie
Aaron Levie posts on X about ai, what a, the world, agi the most. They currently have XXXXXXXXX followers and 1407 posts still getting attention that total XXXXXXX engagements in the last XX hours.
Engagements: XXXXXXX #
- X Week XXXXXXX -XX%
- X Month XXXXXXXXXX +451%
- X Months XXXXXXXXXX -XX%
- X Year XXXXXXXXXXX +57%
Mentions: XX #
- X Week XX +9.10%
- X Month XX -XX%
- X Months XXX -XX%
- X Year XXX +32%
Followers: XXXXXXXXX #
- X Week XXXXXXXXX -XXXX%
- X Month XXXXXXXXX -XXXX%
- X Months XXXXXXXXX -XXXX%
- X Year XXXXXXXXX -XXXX%
CreatorRank: XXXXXX #
Social Influence
Social category influence technology brands finance stocks events celebrities
Social topic influence ai #1545, what a, the world, agi #103, the first #612, business, categories #5, we will, if you, at least
Top accounts mentioned or mentioned by @elonmusk @davidsacks @realdonaldtrump @jason @buccocapital @sama @chamath @martincasado @nikitabier @paulg @mehdirhasan @davidmarcus @jtlonsdale @akramsrazor @box @markpinc @timwalz @billackman @karpathy @friedberg
Top assets mentioned Salesforce Inc (CRM)
Top Social Posts
Top posts by engagements in the last XX hours
"On a daily basis there are new examples of AI agent use-cases that a company didnt do previously because it was too expensive or impractical to scale. The economic impact of AI agents will be that we will en masse take things that were previously extremely scarce and make them near infinitely available and abundant. Things like: AI agents that continuously review all your code for bugs or security vulns. AI agents that audit your systems and data for risk. AI agents that review all your contracts for revenue upside. AI agents that respond to issues before a human could to keep your services"
X Link 2025-11-29T22:44Z 2.4M followers, 116.7K engagements
"Between Sutton Ilya and Karpathys interviews I dont feel that were any closer to that moment 🤔. And even when it comes diffusion will take years/decades which gives the economy just enough time to change the definition of what a job is. Todays jobs become tomorrows tasks"
X Link 2025-12-03T16:47Z 2.4M followers, 2411 engagements
"In X years from now probably XX% of the tokens used by AI agents will be used on tasks that humans never did before. I just met with about XX enterprises across X days and a dinner and some of the most interesting use-cases that keep coming up for AI agents are on bringing automated work to areas that the companies would not have been able to apply labor to before. Most of the world hasnt quite caught on to this point yet. We imagine AI as dropping into todays workflows and just taking what we already do and making it more efficient by XX% or something. Yet most companies realize that most of"
X Link 2025-11-07T02:25Z 2.4M followers, 794.7K engagements
"We just announced our Q3 earnings yesterday delivering revenue of $XXX Million and non-GAAP operating margins of28.6% in the quarter and we guided for the full year to come in at approximately $XXXXX billion in revenue. A huge thanks to all our amazing 120000+ customers broad partner ecosystem and Boxers for making these results happen. I'm incredibly excited about the continued customer expansion with leading organizations across a variety of industries in the quarter including Media & Entertainment (Sony Group Corporation and WPP Group) Public Sector (Department of Energy and Naval Air"
X Link 2025-12-03T15:29Z 2.4M followers, 845.5K engagements
"At least based on the path were on right now AI will be best harnessed by people who understand the domain theyre working in (or problem theyre trying to solve). And thus AI will ultimately augment how we work vs. replace it. With even a small and decreasing hallucination or error rate you are ultimately bottlenecked by your ability to give AI agents the right context to work with review the output of AI and incorporate its work into a broader set of tasks. The people who understand their field the best and have high judgment are in the best position to do this over non-experts. A non-expert"
X Link 2025-12-07T00:38Z 2.4M followers, 94.6K engagements
"Quick way to figure out AI agent opportunities: what work would a company want to do far more of or finally do for the first time if it was vastly easier to get the talent to do it. Wherever this work exists is where AI agents will emerge"
X Link 2025-12-02T02:07Z 2.4M followers, 60K engagements
"Every hour spent recreating Salesforce or Workday is an hour not spent building the proprietary capabilities that actually move the business forward. This is one of the more essential reason why most companies are not going to have AI clone their system of record apps and manage them all themselves. Every project you take on is a tradeoff against some other important project. You hire software because someone else has already solved the problem for you. And that problem has a long tail of dependencies like security maintenance system upgrades and on and on. AI will certainly be used to build"
X Link 2025-12-02T16:04Z 2.4M followers, 111.1K engagements
"These X paragraphs from @dwarkesh_sp are precisely why AI will not replace jobs en masse. Agents will be incredibly helpful at automating tasks. And those tasks will grow ever larger. But people will coordinate all those tasks coming together to produce real value"
X Link 2025-12-03T07:08Z 2.4M followers, 55.9K engagements
"@Yashika_dev @dwarkesh_sp Its going to take people to decide what should go into the context window though. And make sure only the right stuff gets in there and the important stuff that comes out gets reviewed. No way around this"
X Link 2025-12-03T07:19Z 2.4M followers, XXX engagements
"AI models are trained on public or generally available data sources. By default they know basically everything about anything other than your specific workflows and business. For AI Agents to be effective in the enterprise they need your enterprise context. That context is sitting in all of the contracts financialdocuments research marketing assets meeting notes conversations and every other piece of information in the enterprise. By volume most of this data is unstructured data. Now for the first time ever we can fully tap into the value of all of this data in an organization. Its largely"
X Link 2025-12-05T18:47Z 2.4M followers, 53K engagements
"In a world where everyone has access to the same AI models one might think returns begin to converge across firms. But its clear that for now a real advantages you can have as a company team or individual is your ability to make AI successful. A big part of that is willingness to change processes and workflows to leverage AI agents. As well as your team or companys ability to give agents the right context to work with. But getting them this context remains one of the biggest challenges for most companies. Data is fragmented its in peoples heads decisions and workflows arent written down and"
X Link 2025-12-09T04:23Z 2.4M followers, 738.5K engagements
"All the enterprise AI startups going after verticals have the right idea. Pick a market deeply understand the workflows build simple software to model the workflows and use AI to augment the human judgment involved. Huge opportunity in 1000s of categories"
X Link 2023-09-07T13:44Z 2.4M followers, 848.8K engagements
"Did something change in robotics like exactly one month ago to make all of this possible. This is crazy"
X Link 2025-03-20T20:20Z 2.4M followers, 917.4K engagements
"OpenAI just launched Atlas a browser that has AI agents as a native capability. Now you can let browser agents take over your software and automate anything. Here's the agent using Box to automate folder creation for an M&A due diligence process (sped up)"
X Link 2025-10-21T18:58Z 2.4M followers, 353.6K engagements
"Were still likely at X% of the AI token volume we can expect to see in the coming decade. Most AI use-cases right now are basic chatbots that you interact with in a back and forth manner. This is the lowest token consumption use-case possible with AI because it can only work at the rate that the user can. The real use case for AI will be agents that go off and do real work for you in the background and in parallel. The vast majority of businesses havent deployed this yet at any form of scale. Weve seen heavy uptick in coding agents predominantly in tech companies or very online developers."
X Link 2025-10-22T17:02Z 2.4M followers, 97.3K engagements
"The economic value that is tied to the current LLM paradigm assuming continued progress similar to what weve seen in the past year is already massive. You dont have to underwrite some amorphous AGI definition to get the significant impact of AI. An AI agent that has access to tools can process external data sources operate on other systems and that modifies its behavior based on a domain specific system prompt and context is already a template for broad economic impact across a wide range of fields. The seemingly biggest difference between this approach and AGI/ASI is that the user of the"
X Link 2025-11-29T00:27Z 2.4M followers, 71.3K engagements
"At Box weve been testing Gemini X Pro in early access with Box AIon our most complex advanced reasoning eval and Gemini Pro was a massive XX percentage point improvement over Gemini XXX Pro. For this test we ask the model a series of complex real-world questions with a set of enterprise documents. The questions are meant to approximate what a person does in their daily work across various fields of knowledge work. This may include what an investor would do to analyze the financial health of a company or what a consultant would do to build a report for a client on a complicated strategic"
X Link 2025-11-18T16:33Z 2.4M followers, 176K engagements
"This is just so insane to have on an airplane. Please make it a law that all commercial flights must have starlink. Congrats @elonmusk"
X Link 2025-11-21T22:04Z 2.4M followers, 19.6M engagements
"Were starting to get a clearer sign of how vast the surface area of context engineering is going to be. To build AI agents in theory it should be as simple as having a super powerful model giving it a set of tools having a really good system prompt and giving it access to data. Maybe at some point it really will be this simple. But in practice to make agents that work today youre dealing with a delicate balance of what to give to the global agent vs. a subagent. What things to make agentic vs. just a deterministic tool call. How to handle the inherent limitations of the context window. You"
X Link 2025-11-24T00:29Z 2.4M followers, 151.5K engagements
"Its clear that AI agents are going to get better and better at coding. Were going to be able to give them much bigger tasks and reviewing that work will get easier and easier over time (both due to reliability and the systems surrounding the agent). But your ultimate constraint will be how well you can figure out what to tell the agent to do how to know when its going off the rails how to tell it what to do after it does how to jump in and fix or review its work and ultimately how to incorporate and run whatever it built. All of this still takes immense skill and there are no signs this is"
X Link 2025-11-26T05:14Z 2.4M followers, 121.2K engagements
"Lowering the cost of building software does not change the fundamental value proposition of commercial software. Commercial software means that you get a dedicated organization that is accountable to running your tech keeping your tech up to date with the latest features fixing bugs handling security and so on. Their survival depends on doing all of this vs. your custom one-off CRM system will eventually be a pain for you to manage. What lowering the cost of building software does do is the following: X. More viable competition in every category of software which means that customers will get"
X Link 2025-11-30T19:07Z 2.4M followers, 126.2K engagements
"Many of the biggest opportunities in AI right now are going after categories where there was never software to accomplish the problem before or the categories were too small to matter. AI agents represent the first time ever where we can bring along the work with the software which means TAMs get very big even in spaces that traditionally had small software spend. Legal services healthcare accounting software engineering and so on. The key though is a lot of these markets require a deep understanding of the problem in the domain because youre fundamentally being used to augment a critical"
X Link 2025-12-10T03:36Z 2.4M followers, 77K engagements