🔬

Cybertrust: From Explainable to Actionable and Interpretable AI (AI2)

📅 2022
technical research breakthrough
🔵 Rare

📖 Description

This is a preprint version of the paper by Igor Linkov, Stephanie Galaitsi, Benjamin D. Trump, Jeffrey M. Keisler, and Alexander Kott, "Cybertrust: From Explainable to Actionable and Interpretable Artificial Intelligence," IEEE Computer, Sept. 2020, pp. 91 -96, vol. 53 DOI Bookmark: 10.1109/MC.2 020.2993623 ??????????? Cybertrust: From Explainable to Actionable and Interpretable AI (AI2) Alexander Kott1, Stephanie Galaitsi2, Benjamin D. Trump2, Jeffrey M. Keisler3, Igor Linkov2 1 US Army Futures Command, Adelphi, MD 2 US Army Engineer Research and Development Center, Concord, MA 3 University of Massachusetts, Boston, MA Abstract To benefit from AI advances, users and operators of AI systems must have reason to trust it. Trust arises from multip le interactions, where predictable and desirable behavior is reinforced over time. Providing the system?s users with some understanding of AI operations can support predictability, but forcing AI to explain itself ris...

📊 Game Impacts

Not verified in game

Which variables this event was proposed to move, and in which direction. The magnitudes are held in the corpus but are not shown here, because they have not been verified against the shipped game. They come from pdoom-data. They describe what an event was proposed to do, not what the shipped game does with it. Most events in the corpus are flavour: they are shown for colour and do not move any game variable. Only a small minority reach the systems below, and several of the variables listed here are not read by the game at all yet. Treat this table as a design proposal under review, not as a measurement of play. Corrections and arguments are welcome — the suggestion links at the foot of this page go straight to the data repo.

Variable Direction Condition
Research proposed: up Always
Papers proposed: up Always
Vibey Doom proposed: up Always

💭 Reactions

🔬 Safety Researcher Reaction: ⚠️ Placeholder - Needs Real Quote
"Important contribution to the field"
📰 Media Reaction: ⚠️ Placeholder - Needs Real Quote
"Academic research release"
💡 Found a Real Quote? Suggest it here

🔗 Sources

🏷️ Event Metadata

Think this event's metadata could be improved? Category and tags describe the real-world event and are maintained in pdoom-data. Rarity, game impacts and p(doom) effects are game-mechanical values owned by pdoom1. Each link below goes to the repository that decides that field.

📁 Category Technical Research Breakthrough → Suggest different category
⭐ Rarity 🔵 Rare → Suggest different rarity
🏷️ Tags (0) → Suggest tag changes
📊 Game Impacts (3) 3 variable changes → Suggest impact changes
☢️ p(Doom) Impact No direct impact → Suggest p(doom) change
📝 General Metadata Year, description, reactions → Comprehensive review

🤝 Found an Issue?

This event data is sourced from the pdoom-data repository. If you notice errors or want to suggest improvements:

GitHub Issue (Preferred) 📧 Email (No GitHub)
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