Recent events

Follow the company as the ecosystem develops.

This is the public update surface for research releases, architecture milestones, demonstrations, company announcements, and selected field notes.

Research, milestones, and company notes are published here as they become available.
Public release notes

Source receipts for the public software.

Each note links to the exact public source revision and the corresponding Hub surface.

Release format. These repositories currently publish release notes through their public commit history rather than GitHub Release objects.
IDA_CLI-Public · September 29, 2026

Public CLI paths refreshed

The public CLI now carries the 0.2.1 catalog verifier together with explicit read-only public leaderboard reads and opt-in kernel-telemetry sharing. Local inference remains local; private Ask IDA receipts and authority surfaces stay outside the public CLI.

HAVEN · September 28, 2026

Household intelligence boundary refreshed

The current public HAVEN source continues the local-first household path with authority-gated actions, provider seams, speech contracts, local model management, and durable household-scoped history.

Cartographer · September 30, 2026

Standalone authoring boundary published

The public Cartographer source documents a standalone spatial-authoring foundation with generic interchange and bounded proposal workflows while keeping private adapters, anatomy material, and hosted integration surfaces outside the public build.

BUNDLE · September 28, 2026

Local-first financial core published

BUNDLE's public core keeps money, provenance, stale-data handling, deterministic projections, and optional connector admission local and explicit. It does not claim to be a bank connector, adviser, payment rail, or live-balance service.

panic-button · October 2, 2026

Theatrical incident-response shell documented

The public Windows build records deterministic incident progression, data-only scenario packs, replay verification, and an explicit boundary against shell locking or runtime network behavior.

GLYPH · October 13, 2026

Optical transport foundation enters the public map

GLYPH publishes an offline reference foundation for visible-pixel data transport with manifests, hashing, codec/FEC seams, and explicit non-claims about optical hardware and conformance.

SIDECHANNEL · October 13, 2026

Local spatial sensing boundary indexed

SIDECHANNEL keeps simulated signals, freshness, privacy, replay, and bounded evidence in a local-first spatial explorer without claiming raw payload retention or physical actuation.

CHAINSIGHT · September 30, 2026

Industrial operations simulation enters the public map

CHAINSIGHT exposes a simulation-first industrial world for planning, governance, bounded execution, verification, replay, and reconciliation, without claiming safety-controller or physical-autonomy authority.

STRATA · September 28, 2026

Spatial-temporal reconstruction boundary indexed

STRATA keeps evidence, uncertainty, branches, provenance, and deterministic scene compilation separate while reconstructing places across time offline.

pocketful-results · September 26, 2026

Source-level correctness receipt retained

The public results repository retains a committed numeric-boundary correctness fix. The Hub makes no broader product or live-data claim from its minimal public documentation.

Public Software

Public software map reconciled with current repository visibility

The Hub now indexes thirteen currently public repositories, refreshes their committed source receipts, and leaves private or held-out work out of the public software map. Browse the public directory → Check GitHub visibility →

Research & Publications

Two new SSRN records added with separate attribution

Bryan Rousey's The Whiteboard After the Film and Gerron Burford's Plymouth Rock Landed on US: The American Dream now have individual Hub overviews and direct SSRN records. Read Bryan's overview → Read Gerron's overview →

SSRN · Bryan Rousey

The Whiteboard After the Film enters the adjacent writing index

The paper examines record gaps, collective memory, credibility, and historical injustice within a conceptual framework. Read the publication overview → Open SSRN →

SSRN · Institutional & Historical Research

Plymouth Rock Landed on US: The American Dream enters the research library

Gerron Burford's paper examines historical memory, repair, and settlement in relation to the American dream. Read the publication overview → Open SSRN →

Public Software

Public library shelves split the software map

The Hub now gives consumer tools, game-engine development, Cartographer, public source receipts, and the Open Canopy boundary their own public pages instead of asking one directory to carry every explanation. Open the library → Browse public software →

Research & Publications

Author profiles and adjacent writing index refreshed

The public author surfaces now link Gerron Burford's verified research profile and current writing, while Bryan Rousey's four separately attributed SSRN records are indexed without folding them into the founder-authored corpus. Open the founder profile → Open Bryan's profile →

Public Software

Cartographer public/private authoring boundary published

Cartographer now documents a standalone spatial-authoring foundation with generic interchange and bounded proposal workflows while keeping private adapters, anatomy material, and hosted integration surfaces outside the public build. Open the software directory → Source →

Research Software

Canopy-Foundry continues the standalone native execution path

The latest committed Foundry source keeps local model execution, checkpoint handling, integrity, and request admission distinct from the authenticated Hub coordination layer. Read the public boundary → Source →

SSRN · Institutional & Social Research

Community and Convergence: Identity, Threat, Power, and Reciprocal Belonging

Gerron Burford's 51-page SSRN paper, written September 4 and posted September 11, 2026, develops a mid-range account of community as part of identity formation and explores expansive convergence, defensive identity, protective withdrawal, procedural convergence, and reciprocal civic belonging. Read the publication overview → Open SSRN →

SSRN · Leadership theory

The Discomfort of Leadership enters the public writing archive

The paper develops a relational theory of leadership centered on correctability, responsibility distance, and the possibility that consequence can return as meaningful information to authority. Read the publication overview → Open SSRN →

Research & Publications

Founder-authored public research archive reaches 20 curated records

The curated founder-authored index now carries 14 direct Hugging Face article records and 6 SSRN papers. Bryan Rousey's four separately attributed SSRN records remain adjacent to this corpus. Source →

Architecture

RegOS advances consequence-time governance

RegOS now treats revalidation before execution, revocation, evidence-change handling, and causal decision chains as first-class runtime behaviors. Source →

Evaluation

Open World Harness: long-horizon evaluation under partial information

A controlled evaluation harness exercises governed systems over long horizons with incomplete information, where ground truth is held by the evaluator. Source →

Infrastructure

BraidSeal and Device DNA advance physical trust and continuity

Signed execution lineage and persistent device identity connect physical state, device continuity, and operator authority to the governed runtime. Source →

Research & Training

Low-precision and selective-compute research validates efficient governed training

Validation work across 4-bit floating-point formats and selective-compute scheduling supports training and evaluating specialized model bodies on native GPU infrastructure. Source →

Architecture

Mission-assurance research program expands

The company is advancing mission-assurance research that connects governed authority, long-horizon evaluation, and physical trust for mission-critical and regulated operational systems.

Research & Publications

IDA Leaves Hopper: Porting a Native Training Engine to Consumer Blackwell

A Hugging Face article documenting the port of the IDA native training engine from Hopper-class infrastructure to consumer Blackwell hardware. Source →

Research & Publications

The Safety Mechanism Caused the Divergence

A root-cause investigation showing how a fixed activation-row clipping ceiling became the primary cause of divergence in an FP8 mixture-of-experts training run. Source →