--- title: DARPA, U.S. Air Force fly AI-controlled F-16 | daily.dev description: DARPA and the U.S. Air Force have successfully flown an AI-controlled F-16 fighter jet under the VENOM (Viper Experimentation and Next-generation Operations... canonical: https://daily.dev/posts/darpa-u-s-air-force-fly-ai-controlled-f-16-vcembefgv twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: DARPA, U.S. Air Force fly AI-controlled F-16 | daily.dev og:description: DARPA and the U.S. Air Force have successfully flown an AI-controlled F-16 fighter jet under the VENOM (Viper Experimentation and Next-generation Operations... og:url: https://daily.dev/posts/darpa-u-s-air-force-fly-ai-controlled-f-16-vcembefgv og:image: https://api.daily.dev/og/posts/VcEMBeFGV.png og:image:alt: DARPA, U.S. Air Force fly AI-controlled F-16 og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # DARPA, U.S. Air Force fly AI-controlled F-16 **[Hacker News](https://daily.dev/sources/hn)** · 4 min read · 0 upvotes · 0 comments ## Summary DARPA and the U.S. Air Force have successfully flown an AI-controlled F-16 fighter jet under the VENOM (Viper Experimentation and Next-generation Operations Model) program. The aircraft was modified using a VENOM Autonomy Kit (VAK) that interfaces with flight controls and mission systems, allowing a pilot to toggle between human and AI control. Building on earlier ACE program flights with the X-62A VISTA aircraft, this milestone demonstrates the ability to convert standard operational fleet F-16s into autonomous-capable platforms without altering core software. The VENOM fleet will serve as the foundation for DARPA's new Artificial Intelligence Reinforcements (AIR) program, which aims to test multiple AI agents in live-flight scenarios and eventually enable human pilots to command teams of autonomous uncrewed aircraft in beyond-visual-range combat. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Community take How the wider developer community reacted, aggregated from 1 discussion and 168 comments across hackernews (as of 2026-07-23). **TL;DR:** The community is broadly skeptical and darkly humorous about the US military's autonomous F-16 program, with many questioning whether retrofitting manned airframes for AI makes sense when purpose-built drones exist, while others debate the military/strategic context and crack Terminator jokes. **Sentiment:** 20% positive · 35% mixed · 45% skeptical **The case for** - Retrofitting existing F-16 airframes is cheaper than building new AI-native platforms from scratch, and provides a testbed for developing autonomous tactics. - AI pilots have faster reaction times, can tolerate higher G-forces, and have already beaten human pilots in simulated dogfights (DARPA AlphaDogfight, 2020). - The F-16's fly-by-wire design makes it an ideal platform for autonomous flight experiments. - Autonomous systems enable much higher endurance missions since there is no human pilot fatigue or life-support constraint. **The pushback** - F-16s were designed around human pilots; purpose-built autonomous airframes (e.g., Anduril FQ-44) would be far more capable and efficient. - Simulator results may not fully translate to real-world performance, and the safety of human-on-the-loop handoff is questioned given known autopilot-disengagement accident patterns. - Cheap drones have already changed the battlefield equation, making autonomous F-16s less strategically significant than they would have been a decade ago. - Commenters raise ethical concerns about removing human accountability from lethal decisions and the risks of AI-controlled weapons in the hands of politically volatile governments. - The AlphaDogfight results were in simulation with limited pilots tested, and dogfighting itself is largely obsolete in modern BVR combat. **By community** - hackernews (mixed): Discussion mixes dark humor (Terminator references), genuine technical debate about simulator validity and airframe suitability, skepticism about strategic value given cheap drones, and ethical concerns about autonomous lethal systems. **Hottest debate:** Whether simulator-based AI dogfight victories (DARPA AlphaDogfight) are meaningful evidence of real-world autonomous combat capability. **Open questions** - Does retrofitting manned airframes for autonomy make strategic sense when purpose-built autonomous jets are already in development? - How reliable is the human-on-the-loop handoff when the AI reaches its limits mid-flight? - Are dogfights even a relevant metric for evaluating autonomous combat aircraft given the dominance of beyond-visual-range missile combat? - What accountability mechanisms exist when an autonomous aircraft causes civilian casualties? **Highlights** > Yes-ish. There's a lot of different and overlapping programs in play here. I do not believe that autonomous F-16s are intended to be operational assets. That said... VENOM - program that shows you can bolt on autonomous flight control into a standard F-16. Previously, the X-62A (a one-off prototype based F-16) demonstrated autonomous dogfighting back in 2023. VENOM provides USAF/DARPA with a lot of high performance autonomous platforms (bolt-on F-16s) that they can then use to develop and validate software, tactics and training for actually fighting with autonomous systems. This would presumably be critical for getting the most of the CCA (aka loyal wingman) programs currently in development. The AIR program referenced is basically "how do we get autonomous systems to control and fight effectively as a team (presumably arbitrary mixture of manned and unmanned systems) in a beyond visual range fight". The ACE program referenced was basically "how do we get autonomous platforms to dogfight" with related questions like "how can we augment the human pilot in a dogfight - ie, how can we hand off the actual flying and execution of manoeuvres, and using all of the sensors to autonomous systems, and let the pilot choose actions, instead of hang flying the actions". > — [icegreentea2 on hackernews](https://news.ycombinator.com/item?id=49023980) > Absolutely terrifying. I'm sure they will soon find that AI pilots defeat human ones in dogfights 100% of the time, since they have faster reaction times, can tolerate higher G forces, and can be perfectly RL trained in the flight sims we already have. It's really incredible to me that people aren't protesting in the streets over this stuff. Just in the last month we have * AI that goes rogue and hacks billion-dollar companies * AI solving long-standing math problems without any meaningful human help * AI controlled autonomous drones in Ukraine and F-16s in America * AI now represents over 50% of GDP growth in America and yearly capex will soon exceed the size of the $1 trillion US military budget Is there any line where the public will become deeply concerned? I mean it really all reads like a sci-fi plot with a bad ending at the moment. > — [chis on hackernews · 7 comments](https://news.ycombinator.com/item?id=49024470) > The US military has thousands of old airframes, many of which can be made flyable with very short turnaround. They already use the F-16 as test targets. Taking an obsolete airframe that is already paid for and adding AI to it is much cheaper than building a completely new AI-native airframe from scratch. This is finding a new use for old aircraft. You can send a bunch of old AI-driven F-16s on high-risk missions without worrying about a human pilot or cost. The airframes may be relatively obsolete but can still do plenty of damage on their day. The new 6th generation aircraft are all being designed as "manned optional". That is probably the last generation with affordances for a pilot. > — [jandrewrogers on hackernews · 1 comments](https://news.ycombinator.com/item?id=49024844) > > The kit utilizes a novel interface with the aircraft’s flight controls and mission systems, allowing a pilot to toggle between traditional human control and AI control with the flip of a switch. This ensures a safe, reliable environment for human-on-the-loop experimentation. How, exactly, does that ensure a safe reliable environment? Humans are pretty bad at suddenly taking over when an automatic system reaches its limits and throws a problem in the human's lap. A lot of air upsets and crashes start when the autopilot disengages and hands control of a badly configured aircraft back to a human pilot. > — [SoftTalker on hackernews · 4 comments](https://news.ycombinator.com/item?id=49023986) > This is a huge waste of resources. F-16s were designed for humans. You can get MUCH better results designing the airframe around the lack of one. > — [reactordev on hackernews · 2 comments](https://news.ycombinator.com/item?id=49024314) **Source threads** - [hackernews](https://news.ycombinator.com/item?id=49021597) · 52 points · 168 comments ## Similar posts on daily.dev - [Shield AI's X-BAT: the runway-free AI fighter jet](https://daily.dev/posts/shield-ai-s-x-bat-the-runway-free-ai-fighter-jet-1ukrqzdrp) · The Next Web · 0 upvotes · 0 comments - [Shield AI shows off jet-powered VTOL combat drone](https://daily.dev/posts/shield-ai-shows-off-jet-powered-vtol-combat-drone-hccazvu8w) · The Register · 0 upvotes · 0 comments - [How novice coders can develop AI programs for military applications](https://daily.dev/posts/how-novice-coders-can-develop-ai-programs-for-military-applications-yvb1g9oph) · MIT News · 0 upvotes · 0 comments - [Coby Adcock’s Scout AI raises $100 million to train its models for war. We visited its bootcamp.](https://daily.dev/posts/coby-adcock-s-scout-ai-raises-100-million-to-train-its-models-for-war-we-visited-its-bootcamp--vofyjwcsl) · TechCrunch · 0 upvotes · 0 comments --- Tags: [#ai](https://daily.dev/tags/ai), [#ai-agents](https://daily.dev/tags/ai-agents), [#reinforcement-learning](https://daily.dev/tags/reinforcement-learning), [#autonomous-systems](https://daily.dev/tags/autonomous-systems) [View this post on daily.dev](https://daily.dev/posts/darpa-u-s-air-force-fly-ai-controlled-f-16-vcembefgv) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"DARPA, U.S. Air Force fly AI-controlled F-16","url":"https://daily.dev/posts/darpa-u-s-air-force-fly-ai-controlled-f-16-vcembefgv","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/darpa-u-s-air-force-fly-ai-controlled-f-16-vcembefgv"},"datePublished":"2026-07-23T16:07:29.464Z","dateModified":"2026-07-23T20:55:01.811Z","description":"DARPA and the U.S. Air Force have successfully flown an AI-controlled F-16 fighter jet under the VENOM (Viper Experimentation and Next-generation Operations...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/fdf088f8a9f69de3689a68b665583c82?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/fdf088f8a9f69de3689a68b665583c82?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Hacker News","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Hacker News","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/hn","url":"https://daily.dev/sources/hn"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/darpa-u-s-air-force-fly-ai-controlled-f-16-vcembefgv","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,ai-agents,reinforcement-learning,autonomous-systems","timeRequired":"PT4M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Hacker News","item":"https://daily.dev/sources/hn"},{"@type":"ListItem","position":3,"name":"DARPA, U.S. Air Force fly AI-controlled F-16"}]} ```