[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 10x, productivity, dominance, context engineering the most. They currently have XXXXXXXXX followers and XXX posts still getting attention that total XXXXXXX engagements in the last XX hours. ### Engagements: XXXXXXX [#](/creator/twitter::914061/interactions)  - X Week XXXXXXXXX -XXXX% - X Month XXXXXXXXX +162% - X Months XXXXXXXXXX -XX% - X Year XXXXXXXXXXX +109% ### Mentions: XX [#](/creator/twitter::914061/posts_active)  - X Months XXX -XX% - X Year XXX +146% ### Followers: XXXXXXXXX [#](/creator/twitter::914061/followers)  - X Week XXXXXXXXX +0.11% - X Month XXXXXXXXX +0.20% - X Months XXXXXXXXX +0.96% - X Year XXXXXXXXX +2% ### CreatorRank: XXXXXX [#](/creator/twitter::914061/influencer_rank)  ### Social Influence [#](/creator/twitter::914061/influence) --- **Social category influence** [technology brands](/list/technology-brands) [countries](/list/countries) [finance](/list/finance) [social networks](/list/social-networks) [celebrities](/list/celebrities) [vc firms](/list/vc-firms) **Social topic influence** [10x](/topic/10x) #180, [productivity](/topic/productivity) #260, [dominance](/topic/dominance) #135, [context engineering](/topic/context-engineering), [soham](/topic/soham), [soham parekh](/topic/soham-parekh), [insurance](/topic/insurance), [reddit](/topic/reddit), [xai](/topic/xai), [elon musk](/topic/elon-musk) **Top assets mentioned** [Hundred Million (100M)](/topic/$100m) ### Top Social Posts [#](/creator/twitter::914061/posts) --- Top posts by engagements in the last XX hours "On economic competition it should be pretty clear that youd rather be the country designing and selling the iPhones search engines AI systems pharma defense tech etc. than the one just buying them. If the reasons for this are unclear let me know. As for the nationalistic argument we have proven that the US is a much better country for creating and scaling businesses. Our rule of law capital system domestic market and many other factors make this a better place to create and launch your venture. Empirically a tremendous percent of these immigrants do in fact stay here and primarily contribute"  [@levie](/creator/x/levie) on [X](/post/tweet/1944520553278382338) 2025-07-13 22:13:22 UTC 2.5M followers, 8699 engagements "Theres such a clear opportunity for IT engineering or operations people to help companies go AI-first right now if they both understand the workflows of the organization and whats possible with AI Agents. AI is going to continue to advance at a rate that far exceeds most organizations ability to adopt all of the latest technology when it comes out. This will only continue to increase as breakthrouhs keep coming from AI labs at a faster pace. Like it or not the long pole in the tent on transforming workflows with AI will be the pace that change management can happen. Asking questions and"  [@levie](/creator/x/levie) on [X](/post/tweet/1942788277553291481) 2025-07-09 03:29:55 UTC 2.5M followers, 116.6K engagements "The next big breakthroughin AI is AI Agents.This is when AI goes from being used as an assistant to chat with to using AI to accomplish complete tasks that a human might otherwise have to perform. This moves AI from being a "read-only" operation to fundamentally a "read/write" operation.Ultimately this brings us much closer to the full promise of AI in particularin the enterprise where AI can begin to complete any part of a workflow and we're already seeing examples today of Agents that write entire software applications or respond tocustomersupport tickets. Today in many ways Agents are"  [@levie](/creator/x/levie) on [X](/post/tweet/1782164161553961069) 2024-04-21 21:47:01 UTC 2.5M followers, 369.6K engagements "5 most famous engineers in the world: X. Linus Torvalds X. Andrej Karpathy X. Guido van Rossum 4.JeffDean X. Soham Parekh"  [@levie](/creator/x/levie) on [X](/post/tweet/1940878650695733432) 2025-07-03 21:01:44 UTC 2.5M followers, 131.6K engagements "Grok X seems very strong. Great proof that the scaling laws are not in fact over. Very bullish for the future of AI"  [@levie](/creator/x/levie) on [X](/post/tweet/1891709981998596565) 2025-02-18 04:43:00 UTC 2.5M followers, 1.6M engagements "AI is going to change almost every aspect of work. Theres a window right now where the first AI native generation will be entering the workforce and will have a ton they can teach the companies as they go AI-first. Every company should take this opportunity seriously"  [@levie](/creator/x/levie) on [X](/post/tweet/1945163574386520137) 2025-07-15 16:48:30 UTC 2.5M followers, 87.9K engagements "Our approach to going AI-first at Box is to use AI to accelerate work and expand our orgs capabilities. The best way to approach AI is to figure out what you can finally be working on because its now affordable vs. just using AI to do the same as before at a lower cost"  [@levie](/creator/x/levie) on [X](/post/tweet/1942067809200275541) 2025-07-07 03:47:02 UTC 2.5M followers, 31.5K engagements "@TheHumanoidHub This job better come with an insanely good insurance policy"  [@levie](/creator/x/levie) on [X](/post/tweet/1942063228085002494) 2025-07-07 03:28:50 UTC 2.5M followers, 32.6K engagements "User gives AI their medical data and discovers a 10+ year issue doctors couldnt figure out before. AI Agents will be able to process vastly more context about a patient than any human could leading to far more of these outcomes in the future. Context is king"  [@levie](/creator/x/levie) on [X](/post/tweet/1941534707700859335) 2025-07-05 16:28:40 UTC 2.5M followers, 120.6K engagements "The play right now is to go deep in a vertical and build AI Agents with the context of the critical workflows domain expertise specialized instructions and data of that industry. And build anticipating whats possible with AI models in a year from now not just today"  [@levie](/creator/x/levie) on [X](/post/tweet/1941662312223605081) 2025-07-06 00:55:44 UTC 2.5M followers, 242.7K engagements "What would it take for someone who wasn't born here to prove that they feel reciprocal obligation to America based on whatever your definition is It just doesn't seem that hard to imagine that someone who chooses to move to America because they are afforded much more opportunity then does great work here -and becomes a part of the community in the process- would not eventually feel as "American" as anyone else. I wasn't born in California and yet I am more "aligned" to California than either of the X places I lived in for a substantial amount of time"  [@levie](/creator/x/levie) on [X](/post/tweet/1944529744030318772) 2025-07-13 22:49:53 UTC 2.5M followers, 4888 engagements "Meta just announced its massive new superintelligence data center. Whats amazing these will just become digital factories for AI Agents doing work 24/7 on our behalf"  [@levie](/creator/x/levie) on [X](/post/tweet/1944804366780915924) 2025-07-14 17:01:08 UTC 2.5M followers, 152.8K engagements "Hosted a dinner with about XX IT leaders around the future of AI Agents in the enterprise. Here are a few updates on the state of the world at least at some large enterprises: * For many organizations the demand from the business for AI is continuing outstrip the ability to implement the technology. This is super relevant because were already XXX years after the ChatGPT moment and theres really no slow down in use cases. * AI is causing more department lines to collapse or blur. Companies are finding that teams can now begin to do more of the work of their adjacent functions which clearly"  [@levie](/creator/x/levie) on [X](/post/tweet/1944944667952599367) 2025-07-15 02:18:38 UTC 2.5M followers, 227.1K engagements "Memory in AI systems is going to be a super interesting topic over the coming years. Its clear that as we use AI more and more were building up lots of value in the form of what AI knows about us. There are lots of questions though that we will have to work through as an industry: * How should we handle portability In a perfect world there would be a data standard between AI systems that let us port over parts or all our most important facts that weve given an AI. Many data portability efforts fail for technical UX and game theory reasons - will this time be different * Whats the right UX for"  [@levie](/creator/x/levie) on [X](/post/tweet/1943029314100040191) 2025-07-09 19:27:42 UTC 2.5M followers, 126.8K engagements "Did something change in robotics like exactly one month ago to make all of this possible. This is crazy"  [@levie](/creator/x/levie) on [X](/post/tweet/1902817611588501964) 2025-03-20 20:20:45 UTC 2.5M followers, 917K engagements "@Suhail the worlds first fully autonomous ai agent"  [@levie](/creator/x/levie) on [X](/post/tweet/1940531188638367944) 2025-07-02 22:01:03 UTC 2.5M followers, 82.7K engagements "The vast majority of the worlds data is unstructured. Until AI we had no way of getting value out of this information at scale. AI Agents let us treat unstructured data like structured data where you can query analyze and automate processes around all of it"  [@levie](/creator/x/levie) on [X](/post/tweet/1938294131731886271) 2025-06-26 17:51:47 UTC 2.5M followers, 105.7K engagements "AI Agents act as a force multiplier for your particular skill level. Outcomes will vary highly based on your ability to prompt give agents the right context orchestrate their work and review for accuracy. The novice can ramp faster but the expert can now do way more"  [@levie](/creator/x/levie) on [X](/post/tweet/1943527967197368580) 2025-07-11 04:29:11 UTC 2.5M followers, 87.3K engagements "Being patriotic not committing crimes being a helpful member of the community contributing to our economic advantage doing jobs that are extremely useful to society (doctors scientists etc.) and so on. In aggregate the stats on any of these look very good for immigrants. 👍"  [@levie](/creator/x/levie) on [X](/post/tweet/1944542099267043778) 2025-07-13 23:38:58 UTC 2.5M followers, 2933 engagements "Huge opportunity for engineers IT or operations people to help companies implement AI Agents for enterprise workflows. If youre on this site you have a cheat code for whats happening in AI that puts you ahead of the adoption rate of most orgs by a couple of years"  [@levie](/creator/x/levie) on [X](/post/tweet/1941892310075117580) 2025-07-06 16:09:39 UTC 2.5M followers, 170.3K engagements "With vibe coding X things are true. The vast majority of people wont create custom apps because they dont want the hassle of defining and maintaining them. And yet we will have 10X more software because theres a long tail of workflows that have no obvious vendor"  [@levie](/creator/x/levie) on [X](/post/tweet/1943127238632772050) 2025-07-10 01:56:49 UTC 2.5M followers, 55.7K engagements "The view that imagines AI wiping out jobs or causing some overnight shock to the system doesnt contemplate that companies are a made up of a series of bottlenecks. When AI accelerates work in one area you run into a bottleneck somewhere else. As any individual workflow gets more efficient the ultimate productivity gain is still constrained by some other part of the system. And usually its the case that that part of the system will not have inherently seen the same impact of AI efficiency which means humans are still doing the work. Take almost any process in an enterprise and you can see how"  [@levie](/creator/x/levie) on [X](/post/tweet/1938771411142586593) 2025-06-28 01:28:19 UTC 2.5M followers, 694.5K engagements "A big question in software is what happens to the systems of record in a world of AI Agents. Do they go away Do they just become databases Or do they become more powerful Id argue that theyre just as powerful as ever if not more powerful in a world of 100X more interactions with software. The purpose of your system of record (whether its ERP CRM ITSM or a document management system) is to hold the data and manage the workflows around the most important areas of your business: your customer commitments leads revenue figures inventory IP product research supply chain and more. Importantly you"  [@levie](/creator/x/levie) on [X](/post/tweet/1940604306245472700) 2025-07-03 02:51:35 UTC 2.5M followers, 222.9K engagements "We live in a brief and fascinating moment right now where theres an insanely wide gap in productivity between two people just based on the tools they use and their specific workflows with AI. Just a few variables can be the difference between getting a XX% boost in productivity with AI or a XXX% boost. Here are just a few that seem to be emerging; * Choosing the right AI model creates a substantial amount of leverage. While models for basic querying in our personal lives have all generally reached the same level of utility its clear theres still major differences for complex tasks like coding"  [@levie](/creator/x/levie) on [X](/post/tweet/1944203516865859950) 2025-07-13 01:13:34 UTC 2.5M followers, 110.8K engagements "Under one particular (highly narrow) view of nationalism I guess But my view of nationalism would be that we should ensure the dominance of our country for centuries by continuing to have the best people come here and help us. There are plenty of exceptional people that come here work their asses off and also contribute to our society in meaningful ways. X versions of the world exist: one where Elon Ilya and Jensen come here and contribute and a version where they dont. Impossible to argue the one where they dont come here is better for America"  [@levie](/creator/x/levie) on [X](/post/tweet/1944525323615588847) 2025-07-13 22:32:19 UTC 2.5M followers, 4503 engagements "Are we XXX% sure this is a big problem Isnt the bigger issue the fact that our education system clearly isnt keeping up with the demand for amazing talent that wants to study here If anything we should be working to find ways of getting more talent into America to ensure our dominance not less"  [@levie](/creator/x/levie) on [X](/post/tweet/1943924280116514868) 2025-07-12 06:43:59 UTC 2.5M followers, 221.3K engagements "Whats wild is how many unexplored AI Agent products are just sitting inside AI models today. These models pack enough intelligence to support most workflows. They just need someone with domain expertise the right prompt data for context and UX to unlock the use case"  [@levie](/creator/x/levie) on [X](/post/tweet/1942258834376130988) 2025-07-07 16:26:06 UTC 2.5M followers, 81.6K engagements "AI Agents having the right context to execute their tasks is the defining factor for agent success. Getting the deepest domain understanding task instructions tool use and the right chunks of corporate knowledge are some of the most important problems in software now"  [@levie](/creator/x/levie) on [X](/post/tweet/1937906900211003753) 2025-06-25 16:13:04 UTC 2.5M followers, 89.7K engagements "In the early days of cloud most enterprises needed to be convinced of the importance. Now at the similar time frame in AI rollout even the most conservative companies recognize how significant AI will be. This creates an entirely different dynamic"  [@levie](/creator/x/levie) on [X](/post/tweet/1945286014052000113) 2025-07-16 00:55:02 UTC 2.5M followers, 33.3K engagements "Were at a point where we have the intelligence levels in models to build far more AI Agents than have been created thus far. Now is the time for bridging the AI to the customer with the right domain expertise understanding vertical workflows and context engineering"  [@levie](/creator/x/levie) on [X](/post/tweet/1945658595204591644) 2025-07-17 01:35:32 UTC 2.5M followers, XXX engagements "You can see the value of context engineering simply by giving an AI chat a prompt with a little structure and examples of what you want vs. a prompt with just your question. Even as models improve this will always deliver better results just like it would for a human"  [@levie](/creator/x/levie) on [X](/post/tweet/1942418186697334895) 2025-07-08 02:59:18 UTC 2.5M followers, 30.2K engagements "Talked to a founder whose workflow is multiple AI coding agents running in the background for each of the core services of his app and marketing site. His time is spent on prompt design code review fixing issues and integration. Says he executes 10X faster. Wild future"  [@levie](/creator/x/levie) on [X](/post/tweet/1944059997991870860) 2025-07-12 15:43:17 UTC 2.5M followers, 104.9K engagements "The future business model of software will likely be seats for the user and consumption for the AI. But seats have always been capped by the number of workers you can sell to whereas AI Agent consumption is unbounded. So this will be the bigger component over time"  [@levie](/creator/x/levie) on [X](/post/tweet/1943831253779673107) 2025-07-12 00:34:20 UTC 2.5M followers, 99.3K engagements "Grok X looks very strong. Importantly it has a mode where multiple agents go do the same task in parallel then compare their work and figure out the best answer. In the future the amount of intelligence you get will just be based on how much compute you throw at it"  [@levie](/creator/x/levie) on [X](/post/tweet/1943172009531445539) 2025-07-10 04:54:44 UTC 2.5M followers, 312.9K engagements "The biggest AI Agent opportunities are going to be in categories of work where there could be a 10X or 100X increase in demand if the cost of executing certain tasks went down dramatically. The key is to find categories of work where theres a significant amount of non-consumption simply because doing the work before was too expensive or time consuming. It turns out that these spaces are basically in every single market. The easiest way to figure out these markets is to find out which verticals have things that customers have always wanted to do but never get around to. If you talk to lawyers"  [@levie](/creator/x/levie) on [X](/post/tweet/1942441524920475948) 2025-07-08 04:32:03 UTC 2.5M followers, 287.9K engagements "You can code far faster with AI but the work of building the right thing scaling a service and creating a business still remains. This will be true in every field. AI Agents lower the barrier to almost everything but theres still a long tail of work after that"  [@levie](/creator/x/levie) on [X](/post/tweet/1941971854886916241) 2025-07-06 21:25:44 UTC 2.5M followers, 121.1K engagements "Plaid for memory is a very good concept. Hard to pull off but memory portability and ways of providing new AI systems instant context will be extremely useful in the future. Lots of game theory here that make it hard but would be great for the ecosystem to support"  [@levie](/creator/x/levie) on [X](/post/tweet/1928524649358364740) 2025-05-30 18:51:21 UTC 2.5M followers, 277.7K engagements "If soham immediately comes clean and says he was working to train an AI Agent for knowledge work he raises at $100M pre by the weekend"  [@levie](/creator/x/levie) on [X](/post/tweet/1940554062619201874) 2025-07-02 23:31:56 UTC 2.5M followers, 501.9K engagements "SaaS and AI Agents are complementary because you want a system of record to cover the deterministic parts of a process like managing data permissions and workflows. AI Agents then do the non-deterministic parts like a person does. You cant have one without the other"  [@levie](/creator/x/levie) on [X](/post/tweet/1942332421086818742) 2025-07-07 21:18:30 UTC 2.5M followers, 58.7K engagements "The people getting the most out of AI Agents right now are creating hyper precise prompts to describe what they want and embracing the fact that their job is to review and edit the output. The moment you stop expecting perfection your leverage goes up massively"  [@levie](/creator/x/levie) on [X](/post/tweet/1944477309651784107) 2025-07-13 19:21:31 UTC 2.5M followers, 280.1K engagements "Today Box announced its Q3 results with revenue coming in at $276M and record non-gaap op margin of XX% and we guided to approximately $1.09B in revenue and op margin of XX% for the full year. These results are driven by the continued growth in demand for Box AI and the need for enterprises to transform how they work with their content. The vast majority of an enterprises data is unstructured data with enterprise content being the most significant portion of this. Some of the worlds most important IP lives inside of this content our contracts financial documents digital assets movie scripts"  [@levie](/creator/x/levie) on [X](/post/tweet/1864127432107938175) 2024-12-04 01:59:48 UTC 2.5M followers, 343.4K engagements "At first it looked like the future was for AI to review our work. Productivity was capped by how fast we could work. Now it looks like the future is that well send off tasks to AI Agents and orchestrate and review their work. Making productivity nearly uncapped"  [@levie](/creator/x/levie) on [X](/post/tweet/1945343647588999517) 2025-07-16 04:44:02 UTC 2.5M followers, 137.5K engagements "The issue we have to try and solve is how to avoid education and immigrant access to America turning into a zero sum framing. Right now there are 130M XX year olds in the world. I think wed agree that it would be in our strategic best interest if we could get the top .5% of them to come here and contribute to our economy and long term dominance. If we dont get them theyre not going to be any less smart in their country which means weve just increased our competition elsewhere by not bringing them here. No matter what the number of insanely smart people globally will always be a higher number"  [@levie](/creator/x/levie) on [X](/post/tweet/1944051103852900522) 2025-07-12 15:07:56 UTC 2.5M followers, 66K 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 10x, productivity, dominance, context engineering the most. They currently have XXXXXXXXX followers and XXX posts still getting attention that total XXXXXXX engagements in the last XX hours.
Engagements: XXXXXXX #
- X Week XXXXXXXXX -XXXX%
- X Month XXXXXXXXX +162%
- X Months XXXXXXXXXX -XX%
- X Year XXXXXXXXXXX +109%
Mentions: XX #
- X Months XXX -XX%
- X Year XXX +146%
Followers: XXXXXXXXX #
- X Week XXXXXXXXX +0.11%
- X Month XXXXXXXXX +0.20%
- X Months XXXXXXXXX +0.96%
- X Year XXXXXXXXX +2%
CreatorRank: XXXXXX #
Social Influence #
Social category influence technology brands countries finance social networks celebrities vc firms
Social topic influence 10x #180, productivity #260, dominance #135, context engineering, soham, soham parekh, insurance, reddit, xai, elon musk
Top assets mentioned Hundred Million (100M)
Top Social Posts #
Top posts by engagements in the last XX hours
"On economic competition it should be pretty clear that youd rather be the country designing and selling the iPhones search engines AI systems pharma defense tech etc. than the one just buying them. If the reasons for this are unclear let me know. As for the nationalistic argument we have proven that the US is a much better country for creating and scaling businesses. Our rule of law capital system domestic market and many other factors make this a better place to create and launch your venture. Empirically a tremendous percent of these immigrants do in fact stay here and primarily contribute"
@levie on X 2025-07-13 22:13:22 UTC 2.5M followers, 8699 engagements
"Theres such a clear opportunity for IT engineering or operations people to help companies go AI-first right now if they both understand the workflows of the organization and whats possible with AI Agents. AI is going to continue to advance at a rate that far exceeds most organizations ability to adopt all of the latest technology when it comes out. This will only continue to increase as breakthrouhs keep coming from AI labs at a faster pace. Like it or not the long pole in the tent on transforming workflows with AI will be the pace that change management can happen. Asking questions and" @levie on X 2025-07-09 03:29:55 UTC 2.5M followers, 116.6K engagements
"The next big breakthroughin AI is AI Agents.This is when AI goes from being used as an assistant to chat with to using AI to accomplish complete tasks that a human might otherwise have to perform. This moves AI from being a "read-only" operation to fundamentally a "read/write" operation.Ultimately this brings us much closer to the full promise of AI in particularin the enterprise where AI can begin to complete any part of a workflow and we're already seeing examples today of Agents that write entire software applications or respond tocustomersupport tickets. Today in many ways Agents are" @levie on X 2024-04-21 21:47:01 UTC 2.5M followers, 369.6K engagements
"5 most famous engineers in the world: X. Linus Torvalds X. Andrej Karpathy X. Guido van Rossum 4.JeffDean X. Soham Parekh" @levie on X 2025-07-03 21:01:44 UTC 2.5M followers, 131.6K engagements
"Grok X seems very strong. Great proof that the scaling laws are not in fact over. Very bullish for the future of AI" @levie on X 2025-02-18 04:43:00 UTC 2.5M followers, 1.6M engagements
"AI is going to change almost every aspect of work. Theres a window right now where the first AI native generation will be entering the workforce and will have a ton they can teach the companies as they go AI-first. Every company should take this opportunity seriously" @levie on X 2025-07-15 16:48:30 UTC 2.5M followers, 87.9K engagements
"Our approach to going AI-first at Box is to use AI to accelerate work and expand our orgs capabilities. The best way to approach AI is to figure out what you can finally be working on because its now affordable vs. just using AI to do the same as before at a lower cost" @levie on X 2025-07-07 03:47:02 UTC 2.5M followers, 31.5K engagements
"@TheHumanoidHub This job better come with an insanely good insurance policy" @levie on X 2025-07-07 03:28:50 UTC 2.5M followers, 32.6K engagements
"User gives AI their medical data and discovers a 10+ year issue doctors couldnt figure out before. AI Agents will be able to process vastly more context about a patient than any human could leading to far more of these outcomes in the future. Context is king" @levie on X 2025-07-05 16:28:40 UTC 2.5M followers, 120.6K engagements
"The play right now is to go deep in a vertical and build AI Agents with the context of the critical workflows domain expertise specialized instructions and data of that industry. And build anticipating whats possible with AI models in a year from now not just today" @levie on X 2025-07-06 00:55:44 UTC 2.5M followers, 242.7K engagements
"What would it take for someone who wasn't born here to prove that they feel reciprocal obligation to America based on whatever your definition is It just doesn't seem that hard to imagine that someone who chooses to move to America because they are afforded much more opportunity then does great work here -and becomes a part of the community in the process- would not eventually feel as "American" as anyone else. I wasn't born in California and yet I am more "aligned" to California than either of the X places I lived in for a substantial amount of time" @levie on X 2025-07-13 22:49:53 UTC 2.5M followers, 4888 engagements
"Meta just announced its massive new superintelligence data center. Whats amazing these will just become digital factories for AI Agents doing work 24/7 on our behalf" @levie on X 2025-07-14 17:01:08 UTC 2.5M followers, 152.8K engagements
"Hosted a dinner with about XX IT leaders around the future of AI Agents in the enterprise. Here are a few updates on the state of the world at least at some large enterprises: * For many organizations the demand from the business for AI is continuing outstrip the ability to implement the technology. This is super relevant because were already XXX years after the ChatGPT moment and theres really no slow down in use cases. * AI is causing more department lines to collapse or blur. Companies are finding that teams can now begin to do more of the work of their adjacent functions which clearly" @levie on X 2025-07-15 02:18:38 UTC 2.5M followers, 227.1K engagements
"Memory in AI systems is going to be a super interesting topic over the coming years. Its clear that as we use AI more and more were building up lots of value in the form of what AI knows about us. There are lots of questions though that we will have to work through as an industry: * How should we handle portability In a perfect world there would be a data standard between AI systems that let us port over parts or all our most important facts that weve given an AI. Many data portability efforts fail for technical UX and game theory reasons - will this time be different * Whats the right UX for" @levie on X 2025-07-09 19:27:42 UTC 2.5M followers, 126.8K engagements
"Did something change in robotics like exactly one month ago to make all of this possible. This is crazy" @levie on X 2025-03-20 20:20:45 UTC 2.5M followers, 917K engagements
"@Suhail the worlds first fully autonomous ai agent" @levie on X 2025-07-02 22:01:03 UTC 2.5M followers, 82.7K engagements
"The vast majority of the worlds data is unstructured. Until AI we had no way of getting value out of this information at scale. AI Agents let us treat unstructured data like structured data where you can query analyze and automate processes around all of it" @levie on X 2025-06-26 17:51:47 UTC 2.5M followers, 105.7K engagements
"AI Agents act as a force multiplier for your particular skill level. Outcomes will vary highly based on your ability to prompt give agents the right context orchestrate their work and review for accuracy. The novice can ramp faster but the expert can now do way more" @levie on X 2025-07-11 04:29:11 UTC 2.5M followers, 87.3K engagements
"Being patriotic not committing crimes being a helpful member of the community contributing to our economic advantage doing jobs that are extremely useful to society (doctors scientists etc.) and so on. In aggregate the stats on any of these look very good for immigrants. 👍" @levie on X 2025-07-13 23:38:58 UTC 2.5M followers, 2933 engagements
"Huge opportunity for engineers IT or operations people to help companies implement AI Agents for enterprise workflows. If youre on this site you have a cheat code for whats happening in AI that puts you ahead of the adoption rate of most orgs by a couple of years" @levie on X 2025-07-06 16:09:39 UTC 2.5M followers, 170.3K engagements
"With vibe coding X things are true. The vast majority of people wont create custom apps because they dont want the hassle of defining and maintaining them. And yet we will have 10X more software because theres a long tail of workflows that have no obvious vendor" @levie on X 2025-07-10 01:56:49 UTC 2.5M followers, 55.7K engagements
"The view that imagines AI wiping out jobs or causing some overnight shock to the system doesnt contemplate that companies are a made up of a series of bottlenecks. When AI accelerates work in one area you run into a bottleneck somewhere else. As any individual workflow gets more efficient the ultimate productivity gain is still constrained by some other part of the system. And usually its the case that that part of the system will not have inherently seen the same impact of AI efficiency which means humans are still doing the work. Take almost any process in an enterprise and you can see how" @levie on X 2025-06-28 01:28:19 UTC 2.5M followers, 694.5K engagements
"A big question in software is what happens to the systems of record in a world of AI Agents. Do they go away Do they just become databases Or do they become more powerful Id argue that theyre just as powerful as ever if not more powerful in a world of 100X more interactions with software. The purpose of your system of record (whether its ERP CRM ITSM or a document management system) is to hold the data and manage the workflows around the most important areas of your business: your customer commitments leads revenue figures inventory IP product research supply chain and more. Importantly you" @levie on X 2025-07-03 02:51:35 UTC 2.5M followers, 222.9K engagements
"We live in a brief and fascinating moment right now where theres an insanely wide gap in productivity between two people just based on the tools they use and their specific workflows with AI. Just a few variables can be the difference between getting a XX% boost in productivity with AI or a XXX% boost. Here are just a few that seem to be emerging; * Choosing the right AI model creates a substantial amount of leverage. While models for basic querying in our personal lives have all generally reached the same level of utility its clear theres still major differences for complex tasks like coding" @levie on X 2025-07-13 01:13:34 UTC 2.5M followers, 110.8K engagements
"Under one particular (highly narrow) view of nationalism I guess But my view of nationalism would be that we should ensure the dominance of our country for centuries by continuing to have the best people come here and help us. There are plenty of exceptional people that come here work their asses off and also contribute to our society in meaningful ways. X versions of the world exist: one where Elon Ilya and Jensen come here and contribute and a version where they dont. Impossible to argue the one where they dont come here is better for America" @levie on X 2025-07-13 22:32:19 UTC 2.5M followers, 4503 engagements
"Are we XXX% sure this is a big problem Isnt the bigger issue the fact that our education system clearly isnt keeping up with the demand for amazing talent that wants to study here If anything we should be working to find ways of getting more talent into America to ensure our dominance not less" @levie on X 2025-07-12 06:43:59 UTC 2.5M followers, 221.3K engagements
"Whats wild is how many unexplored AI Agent products are just sitting inside AI models today. These models pack enough intelligence to support most workflows. They just need someone with domain expertise the right prompt data for context and UX to unlock the use case" @levie on X 2025-07-07 16:26:06 UTC 2.5M followers, 81.6K engagements
"AI Agents having the right context to execute their tasks is the defining factor for agent success. Getting the deepest domain understanding task instructions tool use and the right chunks of corporate knowledge are some of the most important problems in software now" @levie on X 2025-06-25 16:13:04 UTC 2.5M followers, 89.7K engagements
"In the early days of cloud most enterprises needed to be convinced of the importance. Now at the similar time frame in AI rollout even the most conservative companies recognize how significant AI will be. This creates an entirely different dynamic" @levie on X 2025-07-16 00:55:02 UTC 2.5M followers, 33.3K engagements
"Were at a point where we have the intelligence levels in models to build far more AI Agents than have been created thus far. Now is the time for bridging the AI to the customer with the right domain expertise understanding vertical workflows and context engineering" @levie on X 2025-07-17 01:35:32 UTC 2.5M followers, XXX engagements
"You can see the value of context engineering simply by giving an AI chat a prompt with a little structure and examples of what you want vs. a prompt with just your question. Even as models improve this will always deliver better results just like it would for a human" @levie on X 2025-07-08 02:59:18 UTC 2.5M followers, 30.2K engagements
"Talked to a founder whose workflow is multiple AI coding agents running in the background for each of the core services of his app and marketing site. His time is spent on prompt design code review fixing issues and integration. Says he executes 10X faster. Wild future" @levie on X 2025-07-12 15:43:17 UTC 2.5M followers, 104.9K engagements
"The future business model of software will likely be seats for the user and consumption for the AI. But seats have always been capped by the number of workers you can sell to whereas AI Agent consumption is unbounded. So this will be the bigger component over time" @levie on X 2025-07-12 00:34:20 UTC 2.5M followers, 99.3K engagements
"Grok X looks very strong. Importantly it has a mode where multiple agents go do the same task in parallel then compare their work and figure out the best answer. In the future the amount of intelligence you get will just be based on how much compute you throw at it" @levie on X 2025-07-10 04:54:44 UTC 2.5M followers, 312.9K engagements
"The biggest AI Agent opportunities are going to be in categories of work where there could be a 10X or 100X increase in demand if the cost of executing certain tasks went down dramatically. The key is to find categories of work where theres a significant amount of non-consumption simply because doing the work before was too expensive or time consuming. It turns out that these spaces are basically in every single market. The easiest way to figure out these markets is to find out which verticals have things that customers have always wanted to do but never get around to. If you talk to lawyers" @levie on X 2025-07-08 04:32:03 UTC 2.5M followers, 287.9K engagements
"You can code far faster with AI but the work of building the right thing scaling a service and creating a business still remains. This will be true in every field. AI Agents lower the barrier to almost everything but theres still a long tail of work after that" @levie on X 2025-07-06 21:25:44 UTC 2.5M followers, 121.1K engagements
"Plaid for memory is a very good concept. Hard to pull off but memory portability and ways of providing new AI systems instant context will be extremely useful in the future. Lots of game theory here that make it hard but would be great for the ecosystem to support" @levie on X 2025-05-30 18:51:21 UTC 2.5M followers, 277.7K engagements
"If soham immediately comes clean and says he was working to train an AI Agent for knowledge work he raises at $100M pre by the weekend" @levie on X 2025-07-02 23:31:56 UTC 2.5M followers, 501.9K engagements
"SaaS and AI Agents are complementary because you want a system of record to cover the deterministic parts of a process like managing data permissions and workflows. AI Agents then do the non-deterministic parts like a person does. You cant have one without the other" @levie on X 2025-07-07 21:18:30 UTC 2.5M followers, 58.7K engagements
"The people getting the most out of AI Agents right now are creating hyper precise prompts to describe what they want and embracing the fact that their job is to review and edit the output. The moment you stop expecting perfection your leverage goes up massively" @levie on X 2025-07-13 19:21:31 UTC 2.5M followers, 280.1K engagements
"Today Box announced its Q3 results with revenue coming in at $276M and record non-gaap op margin of XX% and we guided to approximately $1.09B in revenue and op margin of XX% for the full year. These results are driven by the continued growth in demand for Box AI and the need for enterprises to transform how they work with their content. The vast majority of an enterprises data is unstructured data with enterprise content being the most significant portion of this. Some of the worlds most important IP lives inside of this content our contracts financial documents digital assets movie scripts" @levie on X 2024-12-04 01:59:48 UTC 2.5M followers, 343.4K engagements
"At first it looked like the future was for AI to review our work. Productivity was capped by how fast we could work. Now it looks like the future is that well send off tasks to AI Agents and orchestrate and review their work. Making productivity nearly uncapped" @levie on X 2025-07-16 04:44:02 UTC 2.5M followers, 137.5K engagements
"The issue we have to try and solve is how to avoid education and immigrant access to America turning into a zero sum framing. Right now there are 130M XX year olds in the world. I think wed agree that it would be in our strategic best interest if we could get the top .5% of them to come here and contribute to our economy and long term dominance. If we dont get them theyre not going to be any less smart in their country which means weve just increased our competition elsewhere by not bringing them here. No matter what the number of insanely smart people globally will always be a higher number" @levie on X 2025-07-12 15:07:56 UTC 2.5M followers, 66K engagements