graph LR
classDef literacy fill:#d4f9f9, font-weight:bold, font-size:14px;
classDef trust fill:#f9d4d4, font-weight:bold, font-size:14px;
classDef domains fill:#f9f9d4, font-weight:bold, font-size:14px;
classDef future fill:#d4d4f9, font-weight:bold, font-size:14px;
classDef ethics fill:#d4f9d4, font-weight:bold, font-size:14px;
classDef policy fill:#f9d4f9, font-weight:bold, font-size:14px;
A[Vault7-302] --> B[Literacy lifelong AI
anchored knowledge skills. 1]
A --> C[Targets educators not pupils. 2]
A --> D[Four AI domains defined. 3]
D --> E[Relate: detect bias
verify sources 4]
D --> F[Create: ethical authorship
generation 5]
D --> G[Manage: delegate oversee
mitigate 6]
D --> H[Design: participatory responsible
AI 7]
A --> I[Open draft UNESCO
RIA feedback 8]
A --> J[Durable competencies resist
tech obsolescence 9]
A --> K[Core attitudes: critical
empathy adaptability 10]
A --> L[Only 46 % schools
AI ready 11]
A --> M[44 % trust teachers
49 % fear inequality 12]
A --> N[Gen Z learns via
social clips 13]
A --> O[Coding careers shrink
90 % 14]
A --> P[Human luxury craftsmanship
irreplaceable 15]
A --> Q[Socratic tutors over
shortcut bots 16]
A --> R[US logs memory
Europe GDPR 17]
A --> S[Amazon fined opaque
HR algorithms 18]
A --> T[Educators become coaches
curators 19]
A --> U[Micro-credentials replace
rigid degrees 20]
A --> V[Data governance echoes
China alarms 21]
A --> W[De-skilling risk if
unchecked 22]
A --> X[Universal basic income
discourse grows 23]
A --> Y[Humanistic education beyond
economic utility 24]
A --> Z[Storytelling craft uniquely
human 25]
A --> AA[Spain lags US
China strategy 26]
A --> AB[Emotion ethics irreplaceable
teaching 27]
A --> AC[Balance human-centric values
competitiveness 28]
A --> AD[Digital detox contemplative
community bonds 29]
A --> AE[Educate wisdom resilience
shared purpose 30]
class A,B,I literacy
class L,M,K trust
class D,E,F,G,H domains
class O,P,N future
class R,S,T ethics
class U,V,W,X,Y,Z,AA,AB,AC,AD,AE policy
Resume:
The conversation opens with host Plácido Domènech framing a live X-Talks session on education amid artificial intelligence, centered on the EU draft framework “EI Literacy.” He invites Ignacio Alcalde, a university teacher and data-storytelling consultant, to dissect the framework and its implications. Together they explore how AI is disrupting traditional teaching, the responsibilities of educators, and the urgent need to rethink pedagogy for the age of generative models.
Ignacio explains that EI Literacy is a living document that identifies knowledge, skills and attitudes citizens need to interact ethically with AI. Rather than a purely technical syllabus, it stresses durable human capacities—critical thinking, creativity, empathy, responsibility—so that learners can evaluate, create, manage and design AI systems without surrendering agency. The pair praise the framework’s simplicity yet note omissions: monitoring of learning analytics, privacy safeguards, and the absence of evolutionary adaptability clauses.
They turn to generational habits, observing that Generation Z acquires AI know-how mainly from social media snippets, not educators. Statistics flash across the screen: only 46 % of European students feel schools prepare them for an AI-rich future, 44 % trust their teachers’ AI savvy, and 49 % fear algorithmic bias will widen academic gaps. Both speakers call this complacency dangerous; teachers themselves often lack training and budgets to choose among proliferating platforms.
The dialogue deepens into philosophical territory. Plácido evokes Ender’s Game and Star Wars to warn that society must raise empowered, ethically grounded humans, not passive consumers. Ignacio argues that AI’s statistical nature differs fundamentally from emotionally anchored human intelligence; memorization and repetitive coding skills will soon be obsolete. Instead, education should cultivate uniquely human traits—curiosity, storytelling, collaboration—supported by AI tutors that follow Socratic rather than substitutionary models.
They close by acknowledging geopolitical asymmetry: while China and the US race ahead with data-centric strategies, Europe clings to human-centric regulation. Both fear that without immediate literacy campaigns, citizens will cede cognitive sovereignty to a handful of tech giants. The imperative, they conclude, is to foster a new Renaissance where technology amplifies humanity rather than erodes it, ensuring that every learner discovers purpose, critical judgment and the courage to choose the path of light.
30 Key Ideas:
1.- EU draft EI Literacy proposes lifelong AI literacy anchored in knowledge, skills, attitudes.
2.- Framework targets educators, policymakers, instructional designers, not pupils directly.
3.- Four domains defined: Relate, Create, Manage, Design with artificial intelligence systems.
4.- Relate domain trains citizens to detect bias, verify sources, question algorithmic outputs.
5.- Create domain promotes ethical authorship when generating texts, images, code, media.
6.- Manage domain teaches delegation of tasks to agents plus oversight, risk mitigation.
7.- Design domain encourages participatory construction of responsible AI solutions.
8.- Document remains open draft; integrates UNESCO, RIA, IAC definitions and feedback loops.
9.- Emphasis on durable competencies resisting technological obsolescence amid rapid change.
10.- Critical thinking, empathy, adaptability highlighted as core transversal attitudes.
11.- Only 46 % European students judge schools ready for AI-driven future.
12.- 44 % trust teachers’ AI skills; 49 % fear algorithmic academic inequality.
13.- Generation Z learns AI mainly via social media clips, not formal curricula.
14.- Traditional coding careers predicted to shrink ninety percent within five years.
15.- Emerging luxury: human craftsmanship, nursing, artisanal services irreplaceable by bots.
16.- Speakers advocate Socratic AI tutors over shortcut-giving chatbots to preserve cognition.
17.- Privacy debate: US logs chat memory; Europe invokes GDPR to protect conversations.
18.- Amazon fined for opaque HR algorithms, spotlighting corporate accountability gaps.
19.- Educators urged to become learning coaches, curators of hybrid human-AI teams.
20.- Micro-credential stacks may replace rigid degrees, aligning training with market flux.
21.- Data-driven governance reminiscent of China’s performance analytics raises ethical alarms.
22.- Speakers warn against societal de-skilling if delegation to agents goes unchecked.
23.- Universal basic income discourse intensifies as AI displaces routine knowledge labor.
24.- Plácido calls for humanistic education reinforcing identity beyond economic utility.
25.- Ignacio stresses storytelling craft as uniquely human advantage over generative models.
26.- Both lament Spanish lag in national AI education strategy compared to US, China.
27.- Emotional resonance, passion, ethics deemed irreplaceable in teaching practice.
28.- Rapid frameworks must balance European human-centric values with competitiveness.
29.- Future curricula should integrate digital detox, contemplative practices, community bonds.
30.- Closing plea: educate for wisdom, resilience, shared purpose amid accelerating change.
Interviews by Plácido Doménech Espà & Guests - Knowledge Vault built byDavid Vivancos 2025