C2 and Mission Autonomy for Human-Machine Integrated Formations @exialabsai. Visiting Fellow @HooverInst. Ex-Meta, Amazon, Riot Games. U.S. Army veteran 🇺🇸

Joined October 2011
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27 Feb 2025
We are excited to announce Blue, your Copilot for Military Operations. Commanders who decide faster, win faster. Blue automates labor-intensive, “science of war” decision making inputs, like terrain analysis, mission analysis, decision support templates, so commanders and staff have more time for the art of war and making better informed decisions. War has become increasingly digital, decentralized, and fast – leading to compressed decision cycles. The future of military operations will demand innovative approaches to planning, rehearsal, and execution to outpace adversaries and seize the initiative.
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This is a good time to review our Kharg Island post: blog.exialabs.com/p/blue-out…
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Jonathan Pan retweeted
Introducing Argus, our unmanned ground vehicle designed to execute a wide range of critical missions – from logistics resupply and casualty evacuation to terrain mapping. Learn more: blog.exialabs.com/p/introduc…
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Wake up babe, the Pope just dropped a treatise on AI. Pope Leo’s Magnifica Humanitas is not just for theologians; AI frontier lab leaders like Anthropic’s co-founder attended and presented at the Vatican event. This specific part of the encyclical made me think a lot about AI development for the military. One major AI goal of militaries around the world is course of action generation. Industry has failed to deliver because their approach ignored the realities of how humans conduct planning and the fact that commanders always bear ultimate responsibility for the human consequences of a course of action. This is exactly why I’m proud of our product vision at @ExiaLabsAI. We focus primarily on COA Feasibility and our motto is "Master the Science of War." We save time for warfighters so they can focus on the art and the humanity of war. #MagnificaHumanitas
Artificial intelligences do not undergo experiences, do not possess a body, do not feel joy or pain, do not mature through relationships, and do not know from within what love, work, friendship or responsibility mean. Nor do they have a moral conscience, since they do not judge good and evil, grasp the ultimate meaning of situations, or bear responsibility for consequences. They may imitate or even simulate, but they do not understand what they produce, for they lack the affective, relational, and spiritual perspective through which human beings grow in wisdom. #MagnificaHumanitas
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6 minutes to get from the curb to past the security checkpoint thanks to @flySEA and @TSA
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The war in the Middle East today is going to increasingly expose areas of technological need for the Pentagon. The question is whether we respond with urgency. Seattle has the congressional clout and the innovation ecosystem to be part of the solution. Read more here: seattletimes.com/opinion/we-…
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Jonathan Pan retweeted
AMERICAN HERO: CW5 Eric Slover receives the Medal of Honor from @POTUS during tonight’s State of the Union Address.
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Jonathan Pan retweeted
Introducing Keystone: AI-enabled Blue Force Assurance Effective decision making across defense missions depends on fast, reliable access to integrated data from diverse systems and sources. Today, tracking and managing friendly and allied assets relies on manual processes and disparate systems, leading to potential delays, inaccuracies, and reduced system interoperability. Keystone is an AI-enabled Blue Force Assurance product that ingests reports about friendly units from across echelons and allies, resolves inconsistencies and duplicates, and generates distinct unit entities with assigned confidence levels. Keystone updates these entities in real time, creating a single, trusted object-based data layer for mission command systems.
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Jonathan Pan retweeted
DHS and ICE are torching public trust with awful comms - telling people not to believe what they’re seeing on video. Americans don’t take well to being told to reject the evidence of their eyes and ears - Sec Noem, who abolished needing a permit for concealed carry in South Dakota, claiming that carrying a gun is equivalent to a violent assault. That argument could perhaps be made, but not by her - refusing to stray from talking points even when new information emerges, giving the sense that truth is subordinated to political messaging - all this after a string of tasteless and unserious tweets from official gov accounts that seem like TRT-fueled recruitment calls for gleeful curbstompers, including a now-deleted tweet last year about how it’s ICE’s job to stop illegal “ideas” from crossing the border Obviously the problems go deeper than one department’s PR, but it’s crazy that their communication is bad enough to alienate even the Fox News crowd, including people who support mass deportations I’m a longtime supporter of border security and upholding immigration law, which is only fair to citizens and law-abiding immigrants who followed the rules in pursuit of the American dream Defending America’s sovereignty and security is an important, honorable mission Incompetent comms undermine it
NEW: Since yesterday's deadly shooting in MN, I've talked to more than half a dozen federal sources involved immigration enforcement, including several in senior positions, who all tell me they have grown increasingly uneasy & frustrated w/ some of the claims & narratives DHS pushed in the aftermath of the shooting. Specifically, I'm told there is extreme frustration with DHS officials going on TV and putting out statements claiming that Alex Pretti was intending to conduct a "massacre" of federal agents or wanted to carry out "maximum damage", even after numerous videos appeared to show those claims were inaccurate. While they say it was a terrible decision to show up with a gun and inject himself into a federal law enforcement operation, there is no indication Pretti was there to murder law enforcement, as videos appear to show he never drew his holstered firearm. These sources say this messaging from DHS officials has been catastrophic from a PR and morale perspective, as it is eroding trust and credibility - comparing it to when Democrats falsely claimed the border was closed or that Haitians were being whipped at the border. Some of these sources have described DHS’ response to the shooting as “a case study on how not to do crisis PR”, one said they are so “fed up” that they wish they could retire, another said “DHS is making the situation worse”, and another added that “DHS is wrong” and “we are losing this war, we are losing the base and the narrative." These sources all believe this is going to end up being what they call a “bad shoot”, a “shitty” situation that happened in seconds where agents likely heard “gun!”, then the disarmed firearm may have had an accidental discharge that spooked the agents, and they shot. The agents do not have the luxury of multiple slow motion angles - and had to make split second decisions. All of the sources support the mass deportation agenda, but have serious hesitations about the way it is being carried out and the messaging that comes with it. Many of the sources have expressed frustration that ICE is routinely blamed for the actions of Border Patrol, a completely separate agency. I reached out to DHS for comment on concerns that their rhetoric and comments have damaged their credibility. DHS provided the following statement to @FoxNews: “We have seen a highly coordinated campaign of violence against our law enforcement. This individual committed a federal crime while armed as he obstructed an active law enforcement operation. As with any situation that is evolving, we work to give swift, accurate information to the American people as more information becomes available."
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23 Dec 2025
Holiday travel madness is upon us. Get there hours ahead of time, wear sneakers so you can run, and be kind. Everyone is already pissed off 😅
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20 Dec 2025
The buying politics within a Combatant Command is super interesting. Never would I have imagined that hiring a bunch of retired military and literally have them half beg/half annoy people into buying software, is a valid strategy.
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18 Dec 2025
Nothing beats a military holiday party
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18 Dec 2025
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6 Dec 2025
Can your CTO do this?
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Jonathan Pan retweeted
26 Nov 2025
Exia Labs was selected as one of four companies to integrate with an unclass NATO MSS environment and demo our products at NATO HQ last week.
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25 Nov 2025
Being over 40 is crazy, if you move your head too fast to look in another direction, you might sprain your neck 😂
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25 Nov 2025
Stuck in New York for one night. Nothing beats the shitty attitude of JFK service workers. Four people on their phones and I'm the only person in line and nobody wants to help 😂
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24 Nov 2025
For business travelers, nothing feels better than hitting your desired status in early December. Delta Diamond for the 7th year!
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23 Nov 2025
Belgium (and France) has azerty instead of qwerty keyboards. Kids (many Russian speaking) are playing Dota 2, CS GO, LoL. Not a single one playing Arc Raiders.
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21 Nov 2025
One thing that's hard to drill into pre-seed employees is "spend money like its yours" - your company got an award? Cool, that'll be $748.02 to get to the award ceremony (transportation, hotels, etc.). Did we get $748 in earned media for the resulting post? No crazy tips on Uber!
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