AI confession signals are making strides in identifying and mitigating hallucinations, but challenges remain with calibration, deception, and regulatory compliance. Reliable self-awareness in models is critical for high-stakes enterprise use.
Discover more at https://dev.to/rawveg/ai-hallucinations-in-enterprise-44ae
#HumanInTheLoop #AIinEnterprise #AIregulation #ResponsibleAI
AI Hallucinations in Enterprise

On a Tuesday morning in December 2024, an artificial intelligence system did something remarkable....

DEV Community
πŸ—£οΈβš–οΈ Who gets heard in digital governance?
Rachel Griffin & Mateus Correia de Carvalho explore how civil society shapes EU platform rules πŸ‡ͺπŸ‡Ί – and why some voices are left out.
Her work highlights inequalities in resources πŸ’Έ, access πŸ›οΈ, and recognition πŸ‘οΈ that shape how risks are defined and governed.
πŸ”— https://dsa-observatory.eu/2026/02/17/who-speaks-and-who-is-heard/
#EURegulation #DigitalJustice #PlatformGovernance #ResponsibleAI #RCTrust
AI is amazing at repetitive, data-heavy work, but it’s terrible at owning your ethics and accountability. The 30% rule suggests keeping the most critical 30% of any task human-led so AI stays a tool, not a replacement. Read how to apply it in your workflow: https://techglimmer.io/what-is-the-30-rule-for-ai/
#AI #FediAI #ResponsibleAI #GenAI
What Is the 30% Rule for AI?

Not sure what is the 30% rule for AI means? There are actually 3 different versions β€” and each one changes how you work, create, and learn with AI. Read the full breakdown.

techglimmer.io

What are people exploring in AI right now?

At #ArcofAI, sessions dive into AI-enabled apps, multimodal systems, AI-powered workflows, and responsible AI.

Take a look at some of the topics in this year’s program: https://www.arcofai.com/program

🎟 Tickets: https://arcofai.com

#AI #TechConference #MachineLearning #Developers #EnterpriseAI #Innovation #ArcOfAI #LLM #Security #ResponsibleAI #Arhitecture #AustinTech

πŸ† Recognition for international research collaboration
Prof. Giulia Barbareschi (RC Trust) receives an Honorable Mention Award at #HRI2026 πŸŽ‰
Her team developed the RUSH Checklist – improving transparency, reproducibility & quality in human-robot interaction research πŸ€–
A key step toward more trustworthy & inclusive technologies.
πŸ”— https://dl.acm.org/doi/abs/10.1145/3757279.3785572
#HumanRobotInteraction #InclusiveAI #ResponsibleAI #RCTrust #ResearchExcellence

We're seeing AI getting shoved thoughtlessly into software without people taking time to think about whether it's actually helping people. We think part of #ResponsibleAI is giving people the option to use as much or as little AI as they want to.

What do you think? Is #ResponsibleAI possible? If so, what do you think it should look like?

This blog post sums up our approach pretty well if you want to check it out: https://wagtail.org/blog/ai-in-the-cms-steering-the-ecosystem/

#Wagtail #Django #AI #CMS #OpenSource

AI in the CMS: steering the ecosystem | Wagtail CMS

Navigating the signal and the noise, opportunities and pitfalls in AI-powered content management

Wagtail CMS

Job Alert

Assistant Professorship tenure track for Mathematics for Responsible AI 100 %  

Deadline: 2026-04-28 
Location: Schweiz - ZΓΌrich

https://www.academiceurope.com/ads/assistant-professorship-tenure-track-for-mathematics-for-responsible-ai-100/

#hiring #ResponsibleAI #MachineLearning #Mathematics #AIethics #professor #TenureTrack #UZH

Generative AI for Beginners .NET: Version 2 on .NET 10 - .NET Blog

Announcement of Version 2 of Generative AI for Beginners .NET, a free course rebuilt for .NET 10 with Microsoft.Extensions.AI, updated RAG patterns, and new agent framework content across five structured lessons for building production-ready AI apps.

.NET Blog

"Production-ready AI agents need production-grade governance."

Microsoft's Agent Governance Toolkit for:
β€’ Security & access controls
β€’ Policy enforcement
β€’ Audit & compliance guardrails

https://github.com/microsoft/agent-governance-toolkit

#AgenticAI #ResponsibleAI #OpenSource #AISecurity

GitHub - microsoft/agent-governance-toolkit: AI Agent Governance Toolkit β€” Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

AI Agent Governance Toolkit β€” Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10. - microsoft/age...

GitHub