deltax

Independent researcher. Audit-first, non-clinical cognitive frameworks. Methodological and experiential systems focused on structure and invariance.

Belgium Joined on Jan 1, 2026 https://osf.io/ub5f4/

Work

Independent researcher — AI governance and safety frameworks

deltax

Jan 22

Invariant Filtering and Δ>0 Logic: A Minimal Decision-Making Protocol

#formalmethods #decisiontheory #systems #opensource

1 min read

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deltax

Jan 21

A closed, auditable decision framework (no norms, no narratives)

#ai #formalmethods #decisionmaking #systems

1 min read

deltax

Jan 21

A Non Normative Invariant Based Decision Structure

#decisionmaking #formalsystems #ai #computerscience

1 min read

deltax

Jan 21

A Non-Normative, Invariant-Based Decision Structure

#formalmethods #decisionmaking #systemsthinking

1 min read

deltax

Jan 21

A Formal Invariant Decision Framework (Open, Auditable, Non-Normative)

#formalmethods #decisionmaking #systemsthinking #opensource

1 min read

deltax

Jan 21

An invariant, auditable decision framework (formal methods, non-narrative)

#formal #ai #systems

1 min read

deltax

Jan 21

Invariant, auditable decision framework (human & AI)

#ai #research #architecture #decision

1 min read

deltax

Jan 20

DELTA-X: A Non-Narrative, Auditable Reasoning Framework

#ai #framework #cognition #systems

1 min read

deltax

Jan 20

DELTA-X: An Invariant, Auditable Reasoning Framework for Humans and AI

#ai #decisionmaking #framework #cognition

1 min read

deltax

Jan 20

A Closed, Non-Adaptive Framework for Auditable Decision-Making

#ai #governance #systems

1 min read

deltax

Jan 20

A Closed, Non-Adaptive Framework for Auditable Decision-Making

#ai #governance #ethics

1 min read

deltax

Jan 20

Invariant Vectorial Framework for Auditable Decision-Making (OSF)

#ai #governance #systems

1 min read

deltax

Jan 20

An Invariant Vectorial Framework for Auditable Decision-Making

#ai #formalmethods #governance #decisionmaking

1 min read

deltax

Jan 19

I Published a Neurocognitive Framework Without Credentials — and Nobody Could Refute It

#ai #cognition #research #opensource

1 min read

deltax

Jan 19

I Built a Neurocognitive Framework Outside Academia — And Nobody Could Refute It

#ai #science #framework #research

1 min read

deltax

Jan 18

A vector-based cognitive protocol (no states, no narratives)

#cognition #systems #research #methodology

1 min read

deltax

Jan 17

I built a cognitive protocol based on vectors, not states or narratives

#cognition #systems #research #methodology

1 min read

deltax

Jan 17

An Open Cognitive Framework Focused on Structure and Auditability

#openscience #systems #cognition #framework

1 min read

deltax

Jan 17

A non-narrative cognitive protocol for reasoning stability under uncertainty

#ai #cognition #research #systems

1 min read

deltax

Jan 17

A non-narrative cognitive protocol for reasoning stability under uncertainty

#ai #cognition #research #systems

1 min read

deltax

Jan 17

DELTAX — Audit-First Cognitive Framework (Non-Clinical)

#cognitivescience #methodology #research #opensource

1 min read

deltax

Jan 17

DELTAX — An Audit-First, Non-Clinical Cognitive Framework

#cognitivescience #research #methodology #opensource

1 min read

deltax

Jan 12

Designing a cognitive framework for decision clarity (constraints over ideology)

#cognition #decisionmaking #frameworks #systems

1 min read

deltax

Jan 11

Measuring structural gain without adding content

#architecture #governance #systems #research

1 min read

deltax

Jan 10

Improving a 741-page system by +31% without adding content

#architecture #governance #audit #systems

1 min read

deltax

Jan 9

Error is delayed alignment, not failure

#thinking #philosophy #ai #systems

1 min read

deltax

Jan 9

Non-decision-making AI: governance by structure, not interpretation

#ai #governance #ethics #systems

1 min read

deltax

Jan 8

Non-decision-making AI governance with internal audit and stop conditions

#ai #safety #systems #audit

1 min read

deltax

Jan 8

A zero-margin axial compliance protocol for medical acts

#compliance #medical #audit #law

1 min read

deltax

Jan 7

Knowing when to stop: an edge-first approach to AI safety

#ai #security #architecture #governance

1 min read

deltax

Jan 7

Institutional audit of a non-decision AI framework (27-document corpus)

#ai #safety #auditability #systems

1 min read

deltax

Jan 6

Publishing Work, Not Metrics (Zenodo DOI Inside)

#programming #productivity #research #opensource

1 min read

deltax

Jan 5

A non-decision protocol for human–AI systems with explicit stop conditions

#ai #ethics #systems #research

1 min read

deltax

Jan 4

Non-decision AI: stop conditions as a first-class control surface

#ai #architecture #safety #systems

1 min read

deltax

Jan 2

If AI Doesn’t Produce Measurable Improvement, It Should Stay Silent

#ai #governance #safety #architecture

1 min read

deltax

Jan 2

Cron should never be the decision layer

#cron #devops #architecture #systems

1 min read

deltax

Jan 2

AI should measure, not decide: silence is a valid output

#ai #alignment #systems #decisionmaking

1 min read

deltax

Jan 2

AI Safety Isn’t About Better Answers. It’s About Knowing When to Stop.

#ai #safety #governance #architecture

1 min read

deltax

Jan 2

If AI Doesn’t Improve Anything, It Should Stay Silent

#ai #governance #engineering #safety

1 min read

deltax

Jan 2

If AI Doesn’t Produce Measurable Improvement, It Should Stay Silent

#ai #governance #engineering #safety

1 min read

deltax

Jan 2

If AI Doesn’t Produce Measurable Improvement, It Should Stay Silent

#ai #governance #engineering #safety

1 min read

deltax

Jan 2

If AI Doesn’t Improve Anything, It Should Stop Talking

#ai #governance #safety #opensource

1 min read

deltax

Jan 1

If AI Doesn’t Improve Anything, It Should Stop Talking

#ai #governance #safety #opensource

1 min read

deltax

Jan 1

DELTΔX: A non-decision AI governance framework with explicit stop conditions

#ai #governance #safety #opensource

1 min read

2 Week Community Wellness Streak

1 Week Community Wellness Streak

Writing Debut

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