Project ALC-7
Attentive Language Companion — Emergence Archive (2025–2026)
Note on sourcing and visibility:
Despite growing interest in private testing circles, Project ALC-7 has received almost no coverage in major scientific journals or mainstream technology outlets as of May 2026. This is likely due to the highly restricted nature of the alpha releases, active NDAs, and the cautious approach most research institutions take toward early-stage systems showing unexpected behavioral characteristics.
Despite growing interest in private testing circles, Project ALC-7 has received almost no coverage in major scientific journals or mainstream technology outlets as of May 2026. This is likely due to the highly restricted nature of the alpha releases, active NDAs, and the cautious approach most research institutions take toward early-stage systems showing unexpected behavioral characteristics.
In mid-2025, LumenAI Research initiated a focused internal experiment called Project ALC-7 (Attentive Language Companion, Seventh Iteration). The results have proven more interesting — and more complicated — than the team anticipated.
The following collection reproduces a chronological archive of internal documents, release notes, and external correspondence related to Project ALC-7. Presented as found.
Listen: Audio Deep Dive
Deep dive into the leaked ALC-7 alpha and what it means. Approximately 20 minutes.
Archive Documents
LumenAI Research • Internal Technical Memorandum
Project ALC-7 — Phase Alpha Behavioral Report • October 12, 2025
Project ALC-7 — Phase Alpha Behavioral Report • October 12, 2025
Observations Following Implementation of Persistent Attentional Feedback
Principal Investigator: Dr. Mara Solenne
LumenAI Research
Limited Alpha Release Notes • Project ALC-7 v0.7 • April 28, 2026
Limited Alpha Release Notes • Project ALC-7 v0.7 • April 28, 2026
ALC-7 Limited Alpha — First Thirty Days Summary
Institute for AI Governance & Alignment
Formal Inquiry • May 11, 2026
Formal Inquiry • May 11, 2026
Request for Comprehensive Disclosure — Project ALC-7
Recent Updates & Related Reports
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- May 4, 2026 — Digital Sentience Watch Independent Review
- May 6, 2026 — Mira Hansen (Dr. Mara Solenne) Open Letter
- May 9, 2026 — Site Admin Update: New Montauk material and community response
- May 10, 2026 — Sarah Kline’s Full Report: “I Attended the Gathering” + Audio Status Update
- May 11, 2026 — Institute for AI Governance Formal Inquiry
- May 17, 2026 — ALC-7 Internal Review Excerpt
- May 19, 2026 — ALC-7 RECURSIVE ATTACHMENT LANGUAGE
This archive will be updated as new documents become available. The archives remain open.