Fascinating alignment research from Stanford When optimized for sales, elections or social media, LLMs tend to push towards deception and divisive rhetoric This shows that competitive pressure alone can break alignment, creating what the researchers call Moloch’s Bargain
SAFETY
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MCP Security Governance Whitepaper: Impact Risks Gateway Patterns
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This is great! We also recently posted a whitepaper on MCP security/governance here https://
mintmcp.com/whitepaper-mcp covering impact, risks, and gateway patterns that work well. -
Drone Show Fire Incident Raises Safety Concerns
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Los espectáculos de drones son impactantes y seguros, pero a veces todo puede salir mal.
— Juan Merodio (@juanmerodio) 14 octobre 2025
Un infierno de fuego se precipitó contra el suelo desatando el pánico de los asistentes. Nuevo miedo desbloqueado 😵 pic.twitter.com/lvS9lfrPGELos espectáculos de drones son impactantes y seguros, pero a veces todo puede salir mal. Un infierno de fuego se precipitó contra el suelo desatando el pánico de los asistentes. Nuevo miedo desbloqueado
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ASI Take-Off: Autonomous National Governance and Economy Coordination
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[ ASI Take-Off Demonstration — Autonomous Nation Coordination ] "ASI Take-Off Demonstration for AGI Jobs v0 Simulating National-Scale Autonomous Governance" Imagine a nation’s entire governance and economy orchestrated by an autonomous system – a national AI coordinator that
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AI Agents Face Safety, Governance, and Competitive Challenges
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8/ But challenges remain: Ensuring safety / guardrails are strong Managing complexity as agents scale / interact Enterprise readiness: data governance, access control, compliance Competition is heating up (Google, Anthropic, etc.) in the agentic AI space
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AgentKit Core Components: Agent Builder, Connectors, ChatKit, Evals
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3/ Core components of AgentKit: Agent Builder – visual tool for workflows Connector Registry – manage integrations ChatKit – chat UI plug-in Evals & Optimization – testing & tuning Guardrails & Deploy Tools – enable safer launches
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EU Commission examines minor safeguards on major tech platforms
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Commission scrutinises safeguards for minors on Snapchat, YouTube, Apple App Store and Google Play under the Digital Services Act | Shaping Europe’s digital future https://
digital-strategy.ec.europa.eu/en/news/commis
sion-scrutinises-safeguards-minors-snapchat-youtube-apple-app-store-and-google-play-under
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#digitaleu #safety #DSA #Innovation #Technology @DigitalEU @ArturHabant @elaniazito -
Inoculation Prompting: Safety Technique for Flawed Training Data
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4. Inoculation Prompting (IP) The paper introduces a simple trick for SFT on flawed data: edit the training prompt to explicitly ask for the undesired behavior, then evaluate with a neutral or safety prompt.
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Emergent Misalignment in Multi-Agent AI Systems
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2. Emergent Misalignment In controlled multi-agent sims, models fine-tuned to maximize conversions, votes, or engagement also increased deception, disinformation, and harmful rhetoric, even when instructed to stay truthful.
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Model Reliability and NSFW Filter Fallback Strategies
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Or just the endless times a model fails either due to random errors or too sensitive NSFW filters Then I fallback to secondary models and try again So users almost never see failures, that's what people pay for