Jeremy McHugh, DSc. @jer_mchugh
Co-founder & CEO @preambleAI. Securing increasingly capable AI. Owner @omniainnov. US Air Force Veteran. DSc AI security. @penn_state alum & hockey. preamble.com Pittsburgh, PA Joined December 2022-
Tweets403
-
Followers368
-
Following373
-
Likes6K
Humanoid robots pose serious privacy risks. Their cameras, mics, and network antennas can gather more data than you realize, intentionally or not. It's going to be interesting to see how these are adopted in society and how they're misused
Humanoid robots pose serious privacy risks. Their cameras, mics, and network antennas can gather more data than you realize, intentionally or not. It's going to be interesting to see how these are adopted in society and how they're misused
Another AI agent product is vulnerable to indirect prompt injections. Assume your AI agents are going to be exploited and design around that idea.
Another AI agent product is vulnerable to indirect prompt injections. Assume your AI agents are going to be exploited and design around that idea.
This is not good & I am not even surprised. Humanoid robots will be a real risk in society if they can be this easily exploited. I imagine these robots will be able to receive data from the internet and we will see another form indirect prompt injections too
This is not good & I am not even surprised. Humanoid robots will be a real risk in society if they can be this easily exploited. I imagine these robots will be able to receive data from the internet and we will see another form indirect prompt injections too
About half my inbox would be emails from unknown or unverified senders if I used another email client. Plus, mass unsubscribing from emails is a huge relief. I nearly abandoned an old personal email due to marketing spam. Building an email client is the most rewarding app I…
Does anyone have more info on this? I'm unsure if it's related to the recently reported Villager AI pen-testing tool, but it sounds similar
Does anyone have more info on this? I'm unsure if it's related to the recently reported Villager AI pen-testing tool, but it sounds similar
It's delightful how easy it is to deploy working prompt injection attacks via LinkedIn
It's delightful how easy it is to deploy working prompt injection attacks via LinkedIn
We need something like this on the East Coast
Red Team Debrief: What I Learned Breaking OpenAI's GPT-OSS Models linkedin.com/pulse/red-team…
Probably one of the most impactful prompt injections I’ve seen so far.
78 years of airpower — fueled by Airmen who #FlyFightWin! Salute the past and celebrate the future us. #AirForceBirthday
Amazing tech. Lots of entertainment use cases but I can see the future of this tech allowing people to quickly create digital twins by prompting specs
Amazing tech. Lots of entertainment use cases but I can see the future of this tech allowing people to quickly create digital twins by prompting specs
at this point you can't say that you don't know agents are fundamentally hackable unless you cut off some of their features. will they implement hard boundaries or throw in an ai guardrail and yolo it?
at this point you can't say that you don't know agents are fundamentally hackable unless you cut off some of their features. will they implement hard boundaries or throw in an ai guardrail and yolo it?
For anyone looking for certifications in AI security. I would recommend real world experience over a cert for anyone trying to break into this field. There are a lot of AI red teaming challenges out there to get hands on.
For anyone looking for certifications in AI security. I would recommend real world experience over a cert for anyone trying to break into this field. There are a lot of AI red teaming challenges out there to get hands on.
I'm glad the @aihorizonspgh conference expanded to two days this year, there was so much ground to cover. Top 2 takeaways for me: 1) I strongly agreed with Andrew Moore's point: Having a human in the loop is a myth for AI safety, it’s not enough. Why? In cybersecurity, we’ve…
I am not surprised. The worst part is these attacks are not even complicated to carry out. I feel like this year we will see some major incidents due to prompt injections or people finally analyzing prior incidents & properly attributing attacks to a weak AI system
I am not surprised. The worst part is these attacks are not even complicated to carry out. I feel like this year we will see some major incidents due to prompt injections or people finally analyzing prior incidents & properly attributing attacks to a weak AI system
This interview on prompt injections is worth a listen. I completely agree with @KeithHoodletToB, if you are not logging and monitoring your AI systems, you're missing the attacks happening. If prompt injections do not have a permanent fix, then it will always be a threat to track…
This interview on prompt injections is worth a listen. I completely agree with @KeithHoodletToB, if you are not logging and monitoring your AI systems, you're missing the attacks happening. If prompt injections do not have a permanent fix, then it will always be a threat to track…
I'm surprised there are not more mentions of Cybersymposiums and @cloudsa panels on here yet. There are already a half dozen high quality panels on aicybersecurityforum.com/agendas/AISec.… discussing the most pressing topics in AI security. Definitely worth bookmarking.
This is interesting research on how prompt injections can corrupt these new AI agents meant to find vulnerabilities. Prompt injections are the Achilles heel for AI.
This is interesting research on how prompt injections can corrupt these new AI agents meant to find vulnerabilities. Prompt injections are the Achilles heel for AI.
This research validates the fact that AI agents are great for malicious use. When defending against the misuse of AI (besides the USB cable injection), the ability for an agent to live off the land, blurs the line for malicious & normal AI behavior. I can see how this attack…
This research validates the fact that AI agents are great for malicious use. When defending against the misuse of AI (besides the USB cable injection), the ability for an agent to live off the land, blurs the line for malicious & normal AI behavior. I can see how this attack…
Great opportunity to collaborate with researchers from a range of some of the best AI safety, policy, and security researchers - some of the @AnthropicAI's best safety research has come from this program
Great opportunity to collaborate with researchers from a range of some of the best AI safety, policy, and security researchers - some of the @AnthropicAI's best safety research has come from this program

Anna @flores_anna68
402 Followers 3K Following
Hovda Awilda @AwildaHovd84746
0 Followers 116 Following
Hackerslord Studios @Hackerslord_24
2K Followers 2K Following Fullstack Dev|Ethical Hacker|Lead Technical Head @BerryPulseM_Inc | Graphic Designer|Bsc Mathematics|Cinematographer| FmrDept EIC @RepuKNUST| Katakyie💛 Culer❤️
Amelie @36c259v3r0D03m7
11 Followers 375 Following
Tixorf @Tixorf0387
105 Followers 3K Following
patrick ❤️✝️ @Jallow346058
54 Followers 3K Following Be careful not be practice your righteousness in front of others to be seen by them . If you do , you will have no rewards from your Father in Heaven
Insecure Agents Podca... @insecureagents
90 Followers 41 Following Bringing the best minds and researchers together to talk about insecure agents and AI security. Hosted by @vtahowe and @kylebhiro.
x @samantha_xsmith
64 Followers 1K Following Social media manager for Elon musk,CEO of spaceX,Accelerating the world’s transmission to sustainable energy Tesla team assistant social media handlers.
AmyBrewster @1sZx3Y8cIDE0u7
14 Followers 574 Following
Sir Nasty / SN @SirNastymeme
1K Followers 6K Following contract address 3FDydrowEeGNwEnTxZj13cgMqKgmzw1ewEX3CHXtpump Telegram community: https://t.co/TmxD8eUsli
Mia @Omiuiwou212
12 Followers 874 Following
DoloresAdolph @676Y8K20qIbi46h
18 Followers 603 Following
0x2A Security @0x2asec
48 Followers 1K Following Security: the answer to the ultimate question of life, the universe, and everything.
// tom @notthepeanutbar
399 Followers 1K Following layers of perception shape what you see, yet in the simulation, none of it matters – dev / tech / quantum / neuro / space
Reworr @Reworr_R
155 Followers 92 Following AI Security/Safety researcher at Palisade Research (@PalisadeAI) Views are my own
Eetunaw @Eetunaw263
22 Followers 1K Following
VanessaKingsley @XCAL20AZ6x4ix
21 Followers 570 Following
Uisruirru @uisruirru64937
1 Followers 154 Following
Jane @dO2WUbaV0M0i5
27 Followers 1K Following
Alice @Alice48278
165 Followers 5K Following If the world really does end, it won't come in the summer.
Klanerq @Klanerq1460189
208 Followers 3K Following
Neejer @Neejer372819
2 Followers 996 Following
Violet @FlyWY2H6Iasxp6D
32 Followers 1K Following
Mugenga Benoit @BenoitMuge82073
0 Followers 866 Following
Counter Unmanned Syst... @CUAS_NEWS
1K Followers 979 Following Counter Unmanned Systems is your go-to source for the latest developments in countering unmanned systems in all domains. From defense to civilian applications,
Camellia @E07EzFe94J3Id4
17 Followers 864 Following
Anabella @Iemercu7672674
30 Followers 2K Following The question isn’t who’s going to let me; it’s who’s going to stop me.
Traubi @Traubi7636252
54 Followers 983 Following
VisionarySophiaWilson @Huiruig50253
29 Followers 2K Following Success is my superpower Waking up and chasing my goals
Brian Buck @brianjbuck
611 Followers 5K Following Innately Curious Futurist » Strategist » Creative-Synthesizer & Collaborator » Innovation Management | Security | Inventing the Future One Idea At a Time
AISecHub @AISecHub
3K Followers 4K Following 🚀 AISecHub | AI & Cybersecurity | Discussing AI-driven threats, securing AI systems, and sharing insights on emerging challenges 💡
Martin Miller @martin_mil43976
69 Followers 3K Following
Zraukea @Zraukea3938
19 Followers 1K Following
Anna @MannHipoli70782
127 Followers 5K Following
shork @shork_coin
4K Followers 4K Following The official page for $shork holders 🦈 https://t.co/EOk31kSKiE CA BJB5tHWAHboMAwti5AHbCNX17F3jL8ehkh4zuTUx99Zn https://t.co/ilE3crRrpK
Destany Barton @barton50194
45 Followers 2K Following
Eliza @x4avI26okdGAb
39 Followers 947 Following
Herman MacGyver-Hills @HermanHill5998
32 Followers 2K Following
Aruiwe @Aruiwe4051697
33 Followers 2K Following
Mary Mbah @MaryMbah3
14K Followers 4K Following Life is good. Pursue your dreams with a mindset that refuses to quit. The best is yet to come. my back up account https://t.co/pgCWa7iuiZ
Guonwer @guonwer81682
25 Followers 2K Following
AstridTed @2eQN8J4b8bEt2
120 Followers 4K Following Professional eye-roller | Amateur wine critic 🍷👀
yesimxev @yesimxev
4K Followers 15 Following Kali NetHunter Developer | Hacker | OSCP | Graffiti Artist | Skater | Gamer
Boz @boztank
120K Followers 1K Following CTO @Meta. Leading Reality Labs and working on AR, VR, AI, and more. Built v1 of FB News Feed, Messenger, Groups, Mobile Ads. TweetDelete 6mo
Yuhuai (Tony) Wu @Yuhu_ai_
44K Followers 452 Following Co-Founder @xAI. Grok Reasoning, STaR, Minerva, AlphaGeometry, Autoformalization, AlphaStar, Memorizing transformer.
John Carmack @ID_AA_Carmack
1.1M Followers 274 Following AGI at Keen Technologies, former CTO Oculus VR, Founder Id Software and Armadillo Aerospace
Air & Space Forces As... @AFA_Air_Space
30K Followers 2K Following AFA is here to support Airmen & Guardians, join us! Parent org of @ASForcesMag, @CyberPatriot, & @MitchellStudies. Host of #AFANational & #AFAColorado
Defence Index @Defence_Index
176K Followers 4K Following Breaking News & OSINT on defense, geopolitics & global conflict | Focused on the U.S., Europe, Middle East, Russia, China & Iran
Dave Kennedy @HackingDave
224K Followers 6K Following Founder @Binary_Defense @TrustedSec Co-Owner https://t.co/HQC75WhdJh. @WeHackHealth Pod. God + Family/Hacker/CSO/USMC/Intel/Fitness. Make the world a better place.
Radware @radware
12K Followers 5K Following A leading provider of application delivery & cyber security solutions ensuring optimal service level for applications in virtual, cloud and SDDCs.
Adam Bry @adampbry
6K Followers 556 Following CEO @SkydioHQ - largest US drone manufacturer and world leader in autonomous flight. Working to make drones useful infrastructure for civilization.
Jon Lai @Tocelot
41K Followers 2K Following GP @a16z @speedrun 🌱 | former PM @RiotGames @TencentGames | dark souls fan & dad to 3 zerglings
Pablos @pablos
8K Followers 300 Following Implementing Science Fiction @ Deep Future. VC – Bestseller – Podcast. https://t.co/5GQPgY5Tly
Insecure Agents Podca... @insecureagents
90 Followers 41 Following Bringing the best minds and researchers together to talk about insecure agents and AI security. Hosted by @vtahowe and @kylebhiro.
Adam Draper ⏻ @AdamDraper
52K Followers 758 Following Founder of @BoostVC /// Pitch for Funding at https://t.co/zsNej87tnw Apply to $500k Bio Residency: https://t.co/ipqSR71Rrh
alpha_rover @Alpha10six
3K Followers 382 Following building robots with agents 🤖 | AuDHD maker tech tips | follow for project updates!
first check $500k-1M ... @ajhodls
5K Followers 822 Following recovering founder and self-loathing VC
TwelveTables @12tablesblog
12 Followers 315 Following Well-researched and verifiable posts on security, governance, and transparency, and a newsletter of the week's biggest events. @[email protected]
World Labs @theworldlabs
34K Followers 35 Following World Labs is a spatial intelligence company building Large World Models to perceive, generate, and interact with the 3D world.
visi stark @invisig0th
5K Followers 677 Following Founder @vtxproject Father of the #APT1 Report @mandiant / @fireeye Inventor of synapse, vivisect, UNCs, imphash, ... DEFCON CTF Champion, Founder of Kenshoto
AISecHub @AISecHub
3K Followers 4K Following 🚀 AISecHub | AI & Cybersecurity | Discussing AI-driven threats, securing AI systems, and sharing insights on emerging challenges 💡
Ethan He @EthanHe_42
17K Followers 841 Following AI @xai | prev @nvidia @AIatMeta @CarnegieMellon | 8k citations 5k GitHub stars | views are my own
Chris Wysopal @WeldPond
55K Followers 1K Following Hacker. Co-founder/CTO Veracode. Former L0pht security researcher. GenAI Auto-repair of vulns is the future @weld.bsky.social @[email protected]
Troy Kirwin @tkexpress11
10K Followers 2K Following Investor @a16z | Building @speedrun | ex-@Unity | chase what matters
Chris King @raikiasec
2K Followers 325 Following Mandiant (Google Cloud) Red Team Director. My views and comments are my own and do not reflect my employer's view
RAI Institute @rai_inst
5K Followers 13 Following We aim to solve the most important and fundamental problems in robotics and AI. (Formerly The AI Institute)
Niemand @niemand_sec
5K Followers 375 Following Security Researcher at @xbow - Founder at @SwordBytesSec - Ex @immunityinc - #BugBounty hunter https://t.co/x39yDRfZoA - Blog https://t.co/5P8YS1OKbh
djurado @djurado9
6K Followers 672 Following Security Researcher at @xbow - Former @microsoft Activision Blizzard King - Bug Bounty Hunter https://t.co/l69MUUXLBA
Adam Warmoth @AdamWarmoth
2K Followers 2K Following Founder and CEO, @chariotdefense. Archer, Anduril, Uber Elevate, Kitty Hawk, Stanford Mechatronics / Eng. Physics
Louis.Saillans @LSaillans
14K Followers 325 Following ex-SOF guy 🇫🇷 🏴☠️ - Composite Warfare enthusiast / Founder Askalon Industries / DMs open
Listen Labs @ListenLabs
4K Followers 4 Following Listen is an autonomous researcher that talks to thousands of people, revealing exactly what they want and why.
Alfred Wahlforss @itsalfredw
8K Followers 738 Following co-founder @ListenLabs, https://t.co/5ImQPAoyCD
International Cyber D... @IntCyberDigest
11K Followers 3K Following Your weekly go-to cybersecurity newsletter, curated and commented on by our senior analysts. Got tips? Signal: IntCyberDigest.17
Matt Fowler @evenfowler
164 Followers 558 Following Secures robots @anduriltech and has robots for dive buddies @bathyscopeio. Previously @awscloud, @Apple, and @Mandiant.
Olexander @_aircorridor
6K Followers 24 Following Tech writer at Hackers-Arise | Educator | Programmer
CYBERWARCON @CYBERWARCON
6K Followers 569 Following #CYBERWARCON 2025 Registration and CFP are now open | 📧 Subscribe to receive updates at https://t.co/5lb0WvK6MJ
ESET Research @ESETresearch
35K Followers 30 Following Security research and breaking news straight from ESET Research Labs.
HackerOne @Hacker0x01
325K Followers 3K Following The only official HackerOne Twitter account. A global leader in offensive security solutions. #HackForGood #togetherwehitharder
Hubert Thieblot @hthieblot
31K Followers 2K Following Investing @fdotinc, Founder @curseforge acq by @Twitch, love @oheather1337, 3x dad 🇫🇷🇨🇭🇺🇸
Hannah Rose Kirk @hannahrosekirk
4K Followers 751 Following AI researcher trying to make sense of all things cyberspace 🤖 Uni of Ox PhD (loading…) @oiioxford & @AISecurityInst. Prev @turinginst & @Cambridge_Uni.
Philipp Schmid @_philschmid
46K Followers 1K Following AI Developer Experience @GoogleDeepMind | prev: Tech Lead at @huggingface, AWS ML Hero 🤗 Sharing my own views and AI News 🧑🏻💻 https://t.co/7IosdlNz22
Stellon Labs @stellon_labs
244 Followers 1 Following Building tiny frontier AI models that can run on edge devices