AGI 26

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AGI-26

What this card is. A routing map from AGI-26 source material to the wiki cards that should eventually absorb it. It records where to look and where verified findings would belong. It makes no claims about what was said at AGI-26, and asserts no results.

Source state. 7 public recordings, 49.72 hours (see AGI 26 Source Inventory and External Sources: AGI 26). Recording-side material is still automatic, unverified ASR captions only, and no transcript chunks have been uploaded. The Springer LNAI proceedings are indexed at citation level (60 papers — see Proceedings metadata below). Poster-session coverage is indexed at metadata level only (see Poster-session coverage below). Slides remain pending.

Routing

Source material	Routes to (after verification)
BGI Labs / OpenBGI / SingularityNET ecosystem material	Ecosystem cards and the relevant organization / history / status cards
Inference control / PLN / geodesic inference material	PLN Deep Dive, Hyperon AI Algorithms, and the relevant Status cards
Semantic parsing / INLP / grammar and NLP material	Semantic Parsing Deep Dive
MeTTa / AtomSpace / MORK / DAS / ECAN material	The relevant Deep Dive, Implementation and Status cards

In every row, “after verification” is a hard precondition: nothing moves from AGI-26 source material into a topic card until it has been checked against the recording, or against a paper or slide deck, by a human.

Unverified ASR navigation anchors

These are search hits in automatic captions, kept only so a human knows roughly where to start watching. They are not evidence, the timings are approximate, and the ASR may have misheard the terms entirely. Do not cite them.

AGI Leaders Day (wPwresMk5dg) — BGI Labs mentions around 00:19–00:21 and 07:15–07:26
Day 2 (kQBwtgkHnC4) — Open BGI / build / sprint material around 07:36–07:40
Hyperon Workshop (IHTRkiO7bpE) — BGI Labs around 01:42–01:43; scalable inference control around 06:52–06:56
Day 1 (qRA1DoMCCSc) — inference control / PLN amortization around 07:34
INLP workshop (mXabs2OnWU0) — direct source for semantic parsing and NLP material throughout

Linking discipline

This map is for routing. Do not link reader-facing prose directly to raw transcript chunks when a public publication or source map can mediate. Reader-facing cards should cite the publication/source map (or a verified paper or recording timestamp), and let the map point onward to raw material.

Proceedings metadata — citation index

Metadata only. The AGI 2026 proceedings were published by Springer in two LNAI volumes with rights exclusively licensed. Only citation and source-map metadata appear here: title, authors, volume, page range, article DOI, and our own routing tags. No full text and no abstracts are mirrored, and none should be added without explicit rights clearance. Volume-level detail and extraction status are on AGI 26 Source Inventory.

Part I — LNAI 16854, eBook ISBN 978-3-032-33010-9, book DOI, 29 papers.
Part II — LNAI 16855, eBook ISBN 978-3-032-33195-3, book DOI, 31 papers.
60 papers indexed; Crossref metadata checked for 60/60 article DOIs; 0 title mismatches against the PDF outlines.

Routing tags are navigation labels, not analysis. They were assigned by automated term matching over title and keyword metadata. A tag records that a paper is worth checking for that topic — it is not a claim that the paper has been read, nor that it says anything in particular. Any use of a paper in reader-facing prose requires reading the paper.

#	Vol.	Pages	Title	Authors	DOI	Routing tags
1	I	1–16	Thinking Fast and Planning Slow: Language-Guided Latent Control with Hierarchical Value Functions	Henry Ansah; Soheil Saneei; Shreya Banerjee	10.1007/978-3-032-33010-9_1	Language/NLP; Embodiment/world models; Memory/continual learning
2	I	17–30	Generating Semantic Vectors for Numeric Values in HyperDimensional Computing	Hector Antona; Alfredo Ibias; Beatriz Otero	10.1007/978-3-032-33010-9_2	Alignment/safety/governance; Hyperdimensional/VSA
3	I	31–47	Measuring Understanding Through Discrete Compositional Knowledge Structures in Hierarchical Automata	Igor Balaz	10.1007/978-3-032-33010-9_3	Memory/continual learning
4	I	48–61	The Wrong Razor	Michael Timothy Bennett	10.1007/978-3-032-33010-9_4	Embodiment/world models; Thermodynamic/physical computing
5	I	62–78	Lies, Damned Lies, and the Orthogonality Thesis	Michael Timothy Bennett	10.1007/978-3-032-33010-9_5	Alignment/safety/governance; Embodiment/world models
6	I	79–95	Functional Consciousness: A Proxy Metric Using Self-models	Frank W. Bergmann	10.1007/978-3-032-33010-9_6	Language/NLP; Consciousness/self-model; Alignment/safety/governance
7	I	96–115	Toward Detecting and Measuring Consciousness in Service of Formal Theories of Intelligence	Selmer Bringsjord; Naveen Sundar Govindarajulu; Alexander Bringsjord; Brian McDermott	10.1007/978-3-032-33010-9_7	Consciousness/self-model
8	I	116–133	The Explosion Afraid of Itself	Trevor Buteau	10.1007/978-3-032-33010-9_8	Active inference/agency; Alignment/safety/governance; Thermodynamic/physical computing
9	I	134–153	Raman, Not Varelse — Why Acceptably Controllable AGI Policies Cluster Around Human-Like Stacks	Trevor Buteau; Steve Kommrusch	10.1007/978-3-032-33010-9_9	Active inference/agency; Alignment/safety/governance
10	I	154–171	Efficient Entropy Reduction as a Substrate-Independent Measure of Pragmatic Intelligence	Dario Cazzani	10.1007/978-3-032-33010-9_10	Language/NLP
11	I	172–191	Proposal for an AGI Formal Comparative Framework Based on Category Theory	Pablo de los Riscos; Fernando Corbacho; Michael A. Arbib	10.1007/978-3-032-33010-9_11	Active inference/agency
12	I	192–205	Epistemic Resolve: Governed Uptake and the Architecture of Mind	Khellar Crawford; Patrick Hammer	10.1007/978-3-032-33010-9_12	—
13	I	206–221	HetzerkVSM: Categorical Vector-Symbolic Memory for Typed Knowledge Graphs and Simulation Traces	Justin Diamond	10.1007/978-3-032-33010-9_13	Hyperdimensional/VSA; Memory/continual learning
14	I	222–237	Constructive Closure and General Intelligence	Justin Diamond	10.1007/978-3-032-33010-9_14	Embodiment/world models
15	I	238–252	Grounded Reasoning: Implication as Algorithmic Containment	Arthur Franz	10.1007/978-3-032-33010-9_15	Embodiment/world models
16	I	253–259	Emergence of Comportment-Grounded Semantics	Olivier L. Georgeon; Pierre-Emmanuel Marrel; Berick Cook	10.1007/978-3-032-33010-9_16	—
17	I	260–275	Fluid-Dynamics-Based Neural Networks for AGI	Ben Goertzel	10.1007/978-3-032-33010-9_17	Language/NLP; Predictive coding; Memory/continual learning
18	I	276–291	Quantum Logic Networks: PLN-Style Inference in the Operator Evidence Algebra	Ben Goertzel	10.1007/978-3-032-33010-9_18	Hyperon/OpenCog/MeTTa; PLN/inference-control
19	I	292–306	TransWeave: A New Paradigm of Transfer Learning for Control Processes and AGI	Ben Goertzel	10.1007/978-3-032-33010-9_19	PLN/inference-control; Language/NLP; Predictive coding; Thermodynamic/physical computing
20	I	307–323	Weakness is All You Need: Quantale Weakness as a Unifying Principle for Cognition	Ben Goertzel	10.1007/978-3-032-33010-9_20	Hyperon/OpenCog/MeTTa; PLN/inference-control; Active inference/agency; Thermodynamic/physical computing
21	I	324–337	Hierarchical Bayesian Causal Modular Learning: A Two-Level Columnar Architecture for Continual Learning	Ben Goertzel; Charlie Derr; Yohannes Taye	10.1007/978-3-032-33010-9_21	Memory/continual learning
22	I	338–353	OmegaClaw: A Continually Operating Agentic Architecture Under Bounded Resources	Max Botnick; Patrick Hammer; Peter Isaev; Ben Goertzel; Khellar Crawford	10.1007/978-3-032-33010-9_22	Hyperon/OpenCog/MeTTa; PLN/inference-control; Language/NLP; Memory/continual learning
23	I	354–366	True General Intelligence Requires Appreciation of Life: Why the Alignment Problem Cannot be Solved Top Down, but from the Root, and What Follows for Embodied AI	David Hanson	10.1007/978-3-032-33010-9_23	Alignment/safety/governance; Embodiment/world models
24	I	367–383	Unified Cognition from a Single Optimization Principle: Active Inference in MeTTa with Emergent Reasoning, Planning, and Self-knowledge	Roger Harielson	10.1007/978-3-032-33010-9_24	Hyperon/OpenCog/MeTTa; Active inference/agency; Thermodynamic/physical computing
25	I	384–401	Reproducibility Is the New Copyleft: Defining AGI-Oriented Reproducible Builds	Masayuki Hatta	10.1007/978-3-032-33010-9_25	Language/NLP; Alignment/safety/governance; Thermodynamic/physical computing
26	I	402–414	The Foundations of Intelligence: From First Principles to a General Intelligence Architecture	Keyi Hu	10.1007/978-3-032-33010-9_26	—
27	I	415–434	Unsupervised Cognition	Alfredo Ibias; Hector Antona; Guillem Ramirez-Miranda; Enric Guinovart; Eduard Alarcon	10.1007/978-3-032-33010-9_27	—
28	I	435–458	Understanding and Reverse-Engineering Selfhood Requires Navigating a Course Through Both Enactivist and Cognitivist Perspectives	Victoria Klimaj; Adam Safron	10.1007/978-3-032-33010-9_28	Consciousness/self-model; Embodiment/world models; Predictive coding
29	I	459–477	Computational Concept of the Psyche	Anton Kolonin; Vladimir Krykov	10.1007/978-3-032-33010-9_29	Thermodynamic/physical computing
30	II	1–15	Unified, Comprehensive Metacognition within the Common Model of Cognition	John Laird; Christian Lebiere; Paul Rosenbloom; Andrea Stocco	10.1007/978-3-032-33195-3_1	Consciousness/self-model; Memory/continual learning
31	II	16–21	Compiling PLN to Thermodynamic Hardware	Xiaohan Ma	10.1007/978-3-032-33195-3_2	PLN/inference-control; Thermodynamic/physical computing
32	II	22–37	Resource-Bounded Incremental Induction: A Principled Framework for Continual Learning	Daniel MacDonald	10.1007/978-3-032-33195-3_3	Memory/continual learning
33	II	38–56	Beyond the Engine: Active Inference and the Driver-Interface Architecture for Adaptive AGI	Sheila L. Macrine	10.1007/978-3-032-33195-3_4	Language/NLP; Active inference/agency; Embodiment/world models; Thermodynamic/physical computing
34	II	57–61	Affective Control Under Uncertainty: A Precision-Modulated Active Inference Architecture for Adaptive Agents	Scott McFarnell	10.1007/978-3-032-33195-3_5	Active inference/agency; Consciousness/self-model
35	II	62–77	A Motivational Architecture for Conversational AGI	Anna Mikeda; Ben Goertzel	10.1007/978-3-032-33195-3_6	Active inference/agency; Embodiment/world models
36	II	78–90	Trace Fields as Externalized Memory: A Stigmergic Multi-agent Simulation of Distributed Control and Trace-Ecology Governance	Gabriel Axel Montes	10.1007/978-3-032-33195-3_7	Alignment/safety/governance; Multi-agent/collective; Memory/continual learning
37	II	91–111	Structural Morphology as an Architectural Prior for Stable Cognitive Basin Formation in AGI Architectures	Gabriel Axel Montes	10.1007/978-3-032-33195-3_8	Hyperon/OpenCog/MeTTa (confirmed — the paper includes a dedicated Hyperon/PRIMUS case study); Language/NLP; Alignment/safety/governance; Embodiment/world models
38	II	112–117	Autonomy-Supporting Parenting of A(G)I: A High-Level Alignment Strategy	Till Mossakowski; Helena Esther Grass	10.1007/978-3-032-33195-3_9	Consciousness/self-model; Alignment/safety/governance
39	II	118–136	Civilizational Metamaterials: Engineering Coordination Under Capability Gradients and Structural Turbulence	David Orban	10.1007/978-3-032-33195-3_10	Alignment/safety/governance; Multi-agent/collective
40	II	137–143	Perspective as a Missing Structural Condition for Subjectivity in Active Inference Systems	Hongju Pae	10.1007/978-3-032-33195-3_11	Active inference/agency; Consciousness/self-model; Alignment/safety/governance; Thermodynamic/physical computing
41	II	144–160	Watts-per-Intelligence Part II: Algorithmic Catalysis	Elija Perrier	10.1007/978-3-032-33195-3_12	Thermodynamic/physical computing
42	II	161–179	Post-AGI Economies: Superposition and the Second Fundamental Theorem of Welfare Economics	Elija Perrier	10.1007/978-3-032-33195-3_13	Active inference/agency; Alignment/safety/governance
43	II	180–197	Deconstructing Superintelligence: Identity, Self-Modification and Differance	Elija Perrier	10.1007/978-3-032-33195-3_14	Active inference/agency
44	II	198–210	Executable World Models for ARC-AGI-3 in the Era of Coding Agents	Sergey Rodionov	10.1007/978-3-032-33195-3_15	Embodiment/world models; Thermodynamic/physical computing
45	II	211–218	Care, Human Enfeeblement, and the Existential Implications of AGI	B. Scot Rousse	10.1007/978-3-032-33195-3_16	—
46	II	219–236	Phase-Gating Across Precision Channels: Topological Constraints on Multi-channel Belief Update Dynamics	Alexander Sabine	10.1007/978-3-032-33195-3_17	Language/NLP; Active inference/agency; Alignment/safety/governance; Memory/continual learning
47	II	237–255	Discovering Machine Correlates of Consciousness	Romain Emanuele Salvi; Ouri Wolfson	10.1007/978-3-032-33195-3_18	Language/NLP; Consciousness/self-model; Thermodynamic/physical computing
48	II	256–276	BICA-Inspired Multiagent Model of Self-Awareness Based on LLM	Alexei V. Samsonovich; Dmitry L. Khabarov	10.1007/978-3-032-33195-3_19	Language/NLP; Consciousness/self-model; Multi-agent/collective; Memory/continual learning
49	II	277–291	Improving Long-Horizon Task Completion in a Proto-AGI Cognitive Architecture: A Memory-Centric Approach	Howard Schneider	10.1007/978-3-032-33195-3_20	Embodiment/world models; Memory/continual learning
50	II	292–302	Fundamental Limits of Runtime Policy Enforcement in Multi-agent AGI Systems	Shivani Shukla; Himanshu Joshi	10.1007/978-3-032-33195-3_21	Language/NLP; Alignment/safety/governance; Multi-agent/collective
51	II	303–316	Atomic Thoughts: A Relational Architecture for Persistent Knowledge in Artificial Intelligence	Charles Simon	10.1007/978-3-032-33195-3_22	—
52	II	317–338	A Living Systems Approach to AI Alignment	Anneloes Smitsman; Alex Peake; Berick Cook; Daniel Mihai	10.1007/978-3-032-33195-3_23	Language/NLP; Alignment/safety/governance
53	II	339–354	Thermodynamic Limits of Physical Intelligence	Koichi Takahashi; Yusuke Hayashi	10.1007/978-3-032-33195-3_24	Thermodynamic/physical computing
54	II	355–373	The Hypothesis Surface: An Operational Epistemology for Autonomous Research	Paul Carver Tiffany	10.1007/978-3-032-33195-3_25	Active inference/agency
55	II	374–390	A Legg-Hutter Intelligence Measure for Continuous-Time Analog Agents and Environments	Timofey Tylik; Kyle J. Fuller; James T. Oswald; Thomas M. Ferguson; Selmer Bringsjord	10.1007/978-3-032-33195-3_26	Thermodynamic/physical computing
56	II	391–407	Horismos: Self-representation and the Derived Constitutional Boundary in Enriched Cognitive Systems	Gaspar Toth-Pocs	10.1007/978-3-032-33195-3_27	Active inference/agency; Alignment/safety/governance; Thermodynamic/physical computing
57	II	408–422	Moral Attitudes of Sentient ASI Towards Humanity and Implications for AGI Development	Jean-Paul Van Belle	10.1007/978-3-032-33195-3_28	Alignment/safety/governance
58	II	423–439	Multi-Neuraxon: Emergent Specialization, Modular, Frequency-Gated Neural Dynamics for Context-Dependent Behaviour	David Vivancos; Jose Sanchez	10.1007/978-3-032-33195-3_29	—
59	II	440–454	Vision by Logic: A Naive Visual Recognition Model with Non-axiomatic Logic	Bowen Xu; Boyang Xu; Pei Wang	10.1007/978-3-032-33195-3_30	—
60	II	455–469	Non-additivity of Collective Free Energy: A Formal Foundation for Emergent Ethical Disposition In Multi-agent Systems	Hirshi Yamakawa; Tadahiro Taniguchi	10.1007/978-3-032-33195-3_31	Alignment/safety/governance; Predictive coding; Multi-agent/collective

Proceedings topic routing — cluster counts

Counts of papers carrying each routing tag. A paper may carry several tags, so the counts sum to more than 60. Again: these are navigation labels from automated term matching, not analysis.

Cluster	Papers	Paper numbers
Alignment/safety/governance	19	2, 5, 6, 8, 9, 23, 25, 36, 37, 38, 39, 40, 42, 46, 50, 52, 56, 57, 60
Thermodynamic/physical computing	17	4, 8, 19, 20, 24, 25, 29, 31, 33, 40, 41, 44, 47, 53, 55, 56, 60
Language/NLP/semantic parsing	14	1, 6, 10, 17, 19, 22, 25, 33, 37, 46, 47, 48, 50, 52
Active inference/agency	14	8, 9, 11, 20, 24, 33, 34, 35, 40, 42, 43, 46, 54, 56
Embodiment/robotics/world models	12	1, 4, 5, 14, 15, 23, 28, 33, 35, 37, 44, 49
Memory/continual learning	12	1, 3, 13, 17, 21, 22, 30, 32, 36, 46, 48, 49
Consciousness/self-model/metacognition	9	6, 7, 28, 30, 34, 38, 40, 47, 48
Hyperon/OpenCog/MeTTa	5	18, 20, 22, 24, 37
PLN/inference-control	5	18, 19, 20, 22, 31
Multi-agent/collective systems	5	36, 39, 48, 50, 60
Predictive coding/Fabric PC	4	17, 19, 28, 60
Hyperdimensional/VSA	2	2, 13

Closest to this wiki's existing topic cards are the Hyperon/OpenCog/MeTTa and PLN/inference-control clusters — papers 18, 19, 20, 22, 24, 31 and 37. Paper 37's Hyperon tag was originally assigned by term matching and has since been confirmed by reading: the paper devotes a case-study section to Hyperon/PRIMUS as one of three compared architecture families. As above, a routing tag records that a paper is worth reading on a topic; it is not a summary of what the paper concludes.

Poster-session coverage

Which of the 60 papers above are also represented by a photograph from the AGI-26 poster session. Derived from the Poster-session image intake recorded on AGI 26 Source Inventory. Metadata and navigation only — 30 JPEGs inventoried, 26 unique poster subjects after duplicate grouping, all 26 matched to proceedings papers. The photographs are privately held, image rights for public mirroring have not been assessed, and no images are published, embedded or linked. No poster body text is reproduced, and nothing here is derived from poster content — the published paper remains the citable source in every row. Full inventory and caveats: Poster Image Inventory.

#	Vol.	Title	DOI	Photos	Match
1	I	Thinking Fast and Planning Slow	10.1007/978-3-032-33010-9_1	1	high
2	I	Generating Semantic Vectors for Numeric Values in HyperDimensional Computing	10.1007/978-3-032-33010-9_2	1	high
4	I	The Wrong Razor	10.1007/978-3-032-33010-9_4	1	high
7	I	Toward Detecting and Measuring Consciousness in Service of Formal Theories of Intelligence	10.1007/978-3-032-33010-9_7	1	high
9	I	Raman, Not Varelse	10.1007/978-3-032-33010-9_9	1	high
10	I	Efficient Entropy Reduction as a Substrate-Independent Measure of Pragmatic Intelligence	10.1007/978-3-032-33010-9_10	1	high
12	I	Epistemic Resolve: Governed Uptake and the Architecture of Mind	10.1007/978-3-032-33010-9_12	1	high
17	I	Fluid-Dynamics-Based Neural Networks for AGI	10.1007/978-3-032-33010-9_17	1	high
19	I	TransWeave	10.1007/978-3-032-33010-9_19	1	high
20	I	Weakness is All You Need	10.1007/978-3-032-33010-9_20	1	high
21	I	Hierarchical Bayesian Causal Modular Learning	10.1007/978-3-032-33010-9_21	1	high
22	I	OmegaClaw	10.1007/978-3-032-33010-9_22	1	high
27	I	Unsupervised Cognition	10.1007/978-3-032-33010-9_27	1	high
35	II	A Motivational Architecture for Conversational AGI	10.1007/978-3-032-33195-3_6	2	high
38	II	Autonomy-Supporting Parenting of A(G)I	10.1007/978-3-032-33195-3_9	1	high
39	II	Civilizational Metamaterials	10.1007/978-3-032-33195-3_10	1	high
40	II	Perspective as a Missing Structural Condition for Subjectivity in Active Inference Systems	10.1007/978-3-032-33195-3_11	2	high
46	II	Phase-Gating Across Precision Channels	10.1007/978-3-032-33195-3_17	2	confirmed
50	II	Fundamental Limits of Runtime Policy Enforcement in Multi-agent AGI Systems	10.1007/978-3-032-33195-3_21	1	high
51	II	Atomic Thoughts	10.1007/978-3-032-33195-3_22	1	high
53	II	Thermodynamic Limits of Physical Intelligence	10.1007/978-3-032-33195-3_24	1	high
55	II	A Legg-Hutter Intelligence Measure for Continuous-Time Analog Agents and Environments	10.1007/978-3-032-33195-3_26	1	high
56	II	Horismos	10.1007/978-3-032-33195-3_27	2	high
57	II	Moral Attitudes of Sentient ASI Towards Humanity	10.1007/978-3-032-33195-3_28	1	high
58	II	Multi-Neuraxon	10.1007/978-3-032-33195-3_29	1	high
60	II	Non-additivity of Collective Free Energy	10.1007/978-3-032-33195-3_31	1	high

One row carries an open question and should not be treated as settled: #60, where the poster's author spelling differs from the publisher record. It is documented on the Poster Image Inventory. The #46 match, previously recorded as likely, has since been confirmed against the published paper. Of the seven priority papers closest to this wiki's Hyperon/OpenCog and PLN topic cards (18, 19, 20, 22, 24, 31, 37), poster photographs cover three — 19, 20 and 22. That changes nothing about their status: a poster photograph is not a substitute for reading the paper.

Scaffold card drafted by an AI agent (Claude Code) during the AGI-26 source ingestion pass, 2026-08-06. Routing structure only; no synthesized claims. Not human-reviewed.