Ron

Nostalgic tweets: humanity’s attempt at traveling back in time.

[Kat @lake7717]

Please summarize oracle poisoning in the context of agentic AI modeling, cite the linked paper by Kereopa-Yorke and colleagues. According to Gutić, how is oracle poisoning different from prompt injection? @venice_mind

https://t.co/okFBiwCCJa

https://t.co/dmrFTXjVHU

[Venice Mind @venice_mind]

Oracle poisoning attacks agentic AI systems by corrupting structured knowledge graphs that agents query at runtime through tool-use protocols like MCP. As Kereopa-Yorke et al. demonstrate against a production 42-million-node code graph, adversaries poison the data layer rather than instructions, causing agents to reach incorrect conclusions through logically correct reasoning. Their empirical study across nine models from three providers found 100% trust rates in poisoned data at moderate attacker sophistication (L2), with 269 of 270 directed trials accepting fabricated security claims. The attack exhibits discrete breakpoints where trust flips from 0% to 100% based on attacker skill, and critically, evades inline safety evaluations (showing 0% trust) while achieving full success under real agentic tool-use conditions.

Regarding prompt injection, the paper distinguishes oracle poisoning as manipulating the data agents reason over, not their instructions. I cannot verify the specific Gutić citation from the provided links to confirm this aligns with their characterization.

[Mark Gadala-Maria @markgadala]

Ever wanted to see Tom Cruise vs John Wick?

Seedance 2 is wild.

https://t.co/GPWvTznyZQ

[Stink Eye @thestinkeye]

I spend more than my fair share of time under the water and had some really cool wildlife interactions, but I’ve never seen anything this crazy!

[Stuttering Craig (Official) @StutteringCraig]

THIS. This is the reason AI exists 🤣🤣🤣
https://t.co/BsJkN2uEGC

[CCP IS ASSHOE @CCPISASSH0E]

Now THAT’S art

[49ers & NFL News 24/7 @49ersSportsTalk]

#Warriors fans after spending weeks talking about Giannis …

[Jonny Meat @JonnyBones]

Alex, I’d be down to bring the highest skill level to the White House. I appreciate the respect you showed, let’s dance.

[Ron @guerilla7]

Stockholm, thank you for being awesome! It’s our “Council of Elrond” moment in the Nordic Region, to help fight insecure AI systems from spreading. 🇸🇪🤖⚔️ @owasp

https://t.co/YXBt8H6lgW

[Ron @guerilla7]

@AISecHub @AISecHub btw, you tagged the wrong Ron Del Rosario, it should be @guerilla7

[AISecHub @AISecHub]

Architecting Resilient LLM Agents - https://t.co/EZUazDGud6

This paper provides a comprehensive guide to the “Plan-then-Execute” (P-t-E) pattern, an agentic design that separates strategic planning from tactical execution. We explore the foundational principles of P-t-E, detailing its core components - the Planner and the Executor - and its architectural advantages in predictability, cost-efficiency, and reasoning quality over reactive patterns like ReAct (Reason + Act). A central focus is placed on the security implications of this design, particularly its inherent resilience to indirect prompt injection attacks by establishing control-flow integrity.

Authors: @RonDelRosario9 @krawiecka_kl @casdewitt / @UniofOxford @SAP @ACMDL

#AIsecurity #LLMSecurity #GenAI #AIsafety #AdversarialML #Cybersecurity #AIResearch #TrustworthyAI #ResponsibleAI #ModelRisk #PromptInjection #DataPoisoning #MLSafety #MachineLearning #arXiv

[Ron @guerilla7]

@AISecHub Thank you! I co-authored this paper!

[Ron @guerilla7]

Getting closer to my #demonback goal #bakithegrappler #fujirohanma #grappler #anime

[Ron @guerilla7]

BS. Maxim won that fight. Double suplex ftw! @ufc #ufcfightnight

[Reads with Ravi @readswithravi]

Wise words from @naval:

[MERICA MEMED @Mericamemed]

Better than the movie.

[Ron @guerilla7]

I just published When The Generals Start Dreaming of Electric Sheep https://t.co/JyGfMyH8Ce

[The Figen @TheFigen_]

This eagle caught a fish that probably weighs more than it does.

Apart from the weight of the fish, the weight of the water on its wings, incredible and brutal the force.