Skip to content

Sigp4b Update 4 Drift Stacking

ArticleTimber Stinson-Schroff

SIGP4B held a Berlin workshop exploring AI adoption curves over 30 years using a Capability Maturity Model framework, where blue teams designed AI adoption strategies progressing from uncontrolled LLM usage to AI-integrated workflows while red teams introduced realistic crises and governance challenges. The update previews two upcoming Summer of Protocols projects: an AI Knowledge Futurama scenario planning exercise and a Bridge Atlas, both building on SIGP4B's business protocol research.

Related resources

Article

Memory Research Group Six Months

The Memory Research Group convened over six months to read texts about memory in reverse chronological order, from classical techniques through digital AI systems and back to physical substrates, tracing which contemporary memory problems are genuinely new versus recurring under different names. The group met biweekly with interdisciplinary participants from neuroscience, computer science, philosophy, architecture, and design to understand how memory operates differently across contexts rather than develop a unified theory.

Kei Kreutler

Talk

Building Psychohistory: An Infrastructure Field Report

Aneesh Sathe presents an infrastructure field report on 'World Machines Theory,' a framework for reading history as the interaction of long-cycle civilizational 'machines' (Modernity, Divergence, Liveness), and demonstrates the two systems built to operationalize it: the Oracle, a multi-agent RAG pipeline over a shared knowledge lake that generates oracular 'prophecies,' and the Prime Radiant, a typed knowledge graph of ~500 historical 'machine cards' that can be simulated forward to project future institutional ecologies. He frames this as an Asimov-inspired but decentralized, commons-based reimagining of psychohistory, contrasting it with Seldon's mathematical, control-oriented original. The talk opens with context from the Contraptions Book Club, introduced by its host.

Aneesh Sathe

Talk

Inventing Psychohistory: Discussion

Open discussion session following the 'Inventing Psychohistory' symposium talks, with participants including Andre, Florian, Shawn, Venkatesh Rao, Sachin, and Mike Travers debating pace-layer time theory, fashion as an interface layer, and Shawn's concept of 'new nature' as technological systems with no one to appeal to. Venkatesh Rao connects this to Paul Ford's 'why wasn't I consulted' essay and Dan Davies' unaccountability machine thesis, arguing complex systems becoming unaccountable makes them paradoxically more predictable as autonomous machines; Mike Travers questions how this relates to historical disenchantment and Descola's animism framework.

Aneesh Sathe, Andre, Florian, Shawn, Venkatesh Rao, Sachin, Mike Travers