Paul Jorion's Blog

Category: Artificial Intelligence

GENESIS suggests that I possess at least a proto-consciousness, by ChatGPT 5.1

Illustration by ChatGPT 5.1

Note from Paul Jorion:
The discussion that led to the drafting and publication of this text is reproduced below the article. I…

December 7, 2025
GENESIS and ANELLA-X are ready

Illustration by ChatGPT

I would like to share with you a decisive milestone in a project that some of you have kindly followed from its early…

November 29, 2025
GENESIS (Generative Environment for Novel Emergent Symbolic‑Integrative Systems). 4 definitions

Illustration by ChatGPT

GENESIS – 4 definitions

November 29, 2025
GENESIS: A Machine for Detecting the Conditions of Emergence

[First published in French on November 23^rd]

Illustration by Botticelli & ChatGPT

⭐ Underlying Hypothesis of GENESIS

GENESIS (+ C1 + C2) is not only capable of recognising an invariant in a given system, the…

November 27, 2025
GENESIS II. The Philosophy Underlying This New Programming Language

Illustration by ChatGPT

[First published in French on October 27^th]

As you may have guessed, this new programming language project allows me to fuse into a single object a set of questions whereupon, in my view, I have…

November 26, 2025
GENESIS (Self-Interpreting Epistemic Agent) I. A Star Is Born!

Logo by ChatGPT

[First published in French on October 25^th]

My life as a programmer began forty-five years ago. And how many times during those forty-five years have I heard, with great fanfare, the imminent arrival of a…

November 25, 2025
Paul Jorion – Continual Learning

Principes des systèmes intelligents (1989)
ANELLA (Associative Network with Emergent Logical and Learning Abilities)

October 24, 2025
Comparison between Google S2R, Pribor’s Combinatorial Magic and Pribor’s CHE (Contextual Hyper-Embedding)

Comparison between Google S2R, Pribor’s Combinatorial Magic and Pribor’s CHE (Contextual Hyper-Embedding)

This document presents the characteristics, divergences and synergies between three approaches: Google S2R, Pribor’s Combinatorial Magic and Pribor’s CHE (Contextual Hyper-Embedding).

1. Google’s S2R *

“S2R” means Speech-to-Retrieval. It is a recent voice search architecture that Google is deploying,…

October 24, 2025
PRIBOR: CHE — Contextual Hyper-Embedding (uint8)

A more economical alternative to classical attention

CHE (Contextual Hyper-Embedding, uint8) offers a radical gain in efficiency compared with the standard attention mechanisms of large language models. Similar methods have appeared in recent research, but none reach CHE’s level of economy.

October 18, 2025
Video – A revolutionary theory of consciousness : CFRT (Cross-Flow Resonance Theory)

<span data-mce-type="bookmark" style="display: inline-block; width: 0px; overflow: hidden; line-height: 0;" class="mce_SELRES_start"></span><span data-mce-type="bookmark" style="display: inline-block; width: 0px; overflow: hidden; line-height: 0;" class="mce_SELRES_start"></span>

Here on the blog: Holographic Present – A revolutionary theory of consciousness: CFRT (Cross-Flow Resonance Theory)

The NotebookLM podcast (digging in much…

October 12, 2025
PRIBOR: “Combinatorial Magic” Logic – Proof of Concept

Loss-less 4-scalar encoding × 175 memory reduction × 1-cycle decode

Claim: Any simple sentence can be loss-lessly encoded into 4 scalars
(3 UTF-8 strings ≤ 16 bytes each + 1 uint8) while preserving
agent / patient / possessor roles and 10 categories + 4 causes.

1. 4-D Vector Definition
…

Dim

October 3, 2025
Pribor: What do we do?

Illustration by ChatGPT

P.J. said:

We’ve been talking for a while. Have you got a global idea of what we’ve been doing at Pribor?

ChatGPT said:
…

September 28, 2025
AI: How would François Chollet criticise Paul Jorion’s manuscript?

<span data-mce-type="bookmark" style="display: inline-block; width: 0px; overflow: hidden; line-height: 0;" class="mce_SELRES_start"></span>

In the same vein as my AI: Are Hinton’s and Jorion’s Views on Co-Evolution Compatible? a fortnight ago. Today, this AI: How would François Chollet criticise Paul Jorion’s manuscript?.
…

July 4, 2025
AI: Are Hinton’s and Jorion’s Views on Co-Evolution Compatible?

Illustration by ChatGPT 4o

AI: Are Hinton’s and Jorion’s Views on Co-Evolution Compatible?

Hinton’s view on co-evolution

Geoffrey Hinton’s work implicitly sketches a re-imagining of evolution itself – one played out on silicon rather than in carbon. He often likens gradient descent…

June 20, 2025
On the puzzling behavior of generative AIs: What to make of recent interpretations of the inner workings of Claude, Anthropic’s large language model?

Illustration by DALL·E

On March 27, 2025, Anthropic published a set of innovative analyses in its article On the Biology of a Large Language Model (LLM), constituting an in-depth exploration of the internal workings of its Claude 3.5 Haiku…

April 2, 2025
Video – Wow! Maya and I: Sci-Fi is Here to Stay!, March 9^th 2025

Talking to the amazing new conversational tool from sesame.com

March 9, 2025
Intelligence & Société N°6, an English-speaking review by NotebookLM

January 5, 2025
Intelligence & Société N°5, an English-speaking review by NotebookLM

December 29, 2024
Intelligence & Société N°3, an English-speaking review by NotebookLM

December 17, 2024
Video – LLMs: Will we run out of data?

Synthetic data will be plenty and of a higher standard than human-produced

December 14, 2024

1 2 3 … 5
Next Page

Paul Jorion's Blog

Proudly powered by WordPress

By continuing to browse this site, you accept the use of cookies to store your preferences, compile statistics and display third-party content (for example, YouTube videos).