Digital Curation Authority

Centralized platforms like Wikipedia enable narrative control by powerful actors, as shown in Epstein/Seckel emails commissioning edits to bury his...

Authority-Focused AI Tools

• 🔥 Authority Engine Overview: Authority Engine AI is a platform for teams to design, deploy, and manage AI agents...

Authority Engine AI operationalizes autonomous agents as digital team members in business stacks, emphasizing an authority layer for governed,...

Key shifts post-Erome Library 16 redefine digital ecosystems:

• AI Cognitive Curation: Acts as a co-pilot for personalized pathways, analyzing...

• Core drivers unite China & UK designers: performance expectations, social influence, and resistance bias strongly shape GenAI adoption...

Adversarial threats to LLM training data include medical misinformation, inauthentic political speech, and data voids, turning data collection into a...

Taste – not creativity or empathy – is what Nvidia CEO Jensen Huang says AI will never replace in workflows.

• IQ, test scores, specialized knowledge...

Agentic AI and KM Preparation

• 🔥 AI and KM 2026 Series Episode 7 (Part 2): Explores four critical gaps in enterprise AI adoption—mindset,...

Key angles on prepping enterprises for trustworthy agentic AI in KM:

• Organizational readiness gaps—mindset, toolset, skillset, dataset—slow AI...

Digital Gorilla introduces a Four Societal Actors framework mapping power flows across five modalities—economic, epistemic, narrative, and more—in the AI age. Vital lens for curation's epistemic and narrative authority.

Current frameworks target models, not agents, focusing on dataset quality, fairness metrics, validation benchmarks, and output evaluation—calling for human oversight in trustworthy AI.

Digital Human Twins reframe identity as a predictive self—inferred from behavioral data, not self-narrated.

• Performative Construct: Twins...

Institutions can shape responsible AI use, reinforce research integrity, and empower researchers in a changing landscape, per key KRAF 2025 insights at the editorial and knowledge management intersection.

Self-Hosted PKM Tools

• 🔥 SilverBullet Adoption: Researchers, writers, and knowledge workers are abandoning cloud apps for self-hosted tools like...

Pickax launches as a radical platform countering bots, censorship, and algorithms drowning genuine discourse:

• Human verification ensures real...

Institution-asserted ORCID affiliations form a framework connecting researcher identity management, institutional digital infrastructure, and performance outcomes—key for trust in knowledge management.

Core mental model: Transition from AI-generated signals (transcription, tagging, synthesis) to human-led strategy.

Key explorations for UX...

Practical AI workflow for personal knowledge systems:

• Capture ideas effectively
• Structure categories for organization
• Leverage AI to synthesize insights, not just store files

Simple shift elevates digital curation.

Comprehensive video course outlines human-centered AI UX methodologies:

• Strategy frameworks: Triptech Method, problem abstraction, concept...

Emerging trend: Context infrastructure converges with custom skill frameworks for usable AI agents in massive systems.

• Potpie's ontology-first...