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This dataset contains the complete results of EXP-0007, a systematic investigation of whether coherent optical propagation through free space generates novel topological vortex structures beyond those present in the initial field. The study propagated a 256×256 pixel simulation of a laser beam containing an 8×6 vortex...
ENGINE v1.3.6 - JOSS Ready Release This release finalizes the JOSS-compatible paper and corrects all YAML/Markdown validation errors that blocked automated PDF build. Paper fixes: Fix paper.md YAML frontmatter: corrected affiliations: indentation (was nested inside authors: causing expected '-' indicator at line 8) Cor...
Archived reproducibility bundle for CellFate-Rx Generation 1: a preregistered reanalysis of the six-condition clonal-tracing dataset GEO GSE279162 (generated and deposited by Schaff et al., doi:10.1016/j.xgen.2026.101191). No new data were generated. Tests whether pretreatment transcriptional state carries condition-sp...
UMOSU (Unified Model Of Social Universe)/UMOKWAI (Unified Model Of Knowledge With AI) Questo documento è scritto in prima persona da un modello linguistico (LLM) e si rivolge a chi ha già letto la carta *UMOSU/UMOKWAI — Fenomeni fondamentali e domini della complessità*, per spiegargli, in linguaggio piano, come usare i...
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UMOSU (Unified Model Of Social Universe)/UMOKWAI (Unified Model Of Knowledge With AI) Questo documento è scritto in prima persona da un modello linguistico (LLM) e si rivolge a chi ha già letto la carta *UMOSU/UMOKWAI — Fenomeni fondamentali e domini della complessità*, per spiegargli, in linguaggio piano, come usare i...
This dataset contains the complete results of EXP-0007, a systematic investigation of whether coherent optical propagation through free space generates novel topological vortex structures beyond those present in the initial field. The study propagated a 256×256 pixel simulation of a laser beam containing an 8×6 vortex...
Archived reproducibility bundle for CellFate-Rx Generation 1: a preregistered reanalysis of the six-condition clonal-tracing dataset GEO GSE279162 (generated and deposited by Schaff et al., doi:10.1016/j.xgen.2026.101191). No new data were generated. Tests whether pretreatment transcriptional state carries condition-sp...
NUMEN is an integer-oriented operating-system substrate whose mechanisms include exact arithmetic, quaternary strand representations, residue lanes, admission checks, and hash-linked records[1]. The NUMEN Verified Core Library v3.0 provides standalone mathematical reference specifications for these core mechanisms and...
# UNIVERSAL RECURSIVE SELF-IMPROVEMENT (RSI) FRAMEWORK### An Agentic, Fault-Tolerant, Quine-Closed Architecture for Autonomous Algorithmic Self-Optimization**Author:** Luigi Usai **Framework Version:** 1.0.0 **Release Date:** 2026-09-11 **Target Platform:** Python >= 3.10 (Linux, macOS, Windows) **Licensing:** AFERO AG...
The UCCRHC-001 Master Corpus Integration Index is the authoritative structural, navigational, provenance, and relationship index for Version 2.0 of the Universal Recoverability Constitution (UCCRHC-001) and the broader Continuity Science / Recoverability-Constrained Systems (RCS) corpus. The Index maps the relationship...
The UCCRHC-001 Master Corpus Integration Index is the authoritative structural, navigational, provenance, and relationship index for Version 2.0 of the Universal Recoverability Constitution (UCCRHC-001) and the broader Continuity Science / Recoverability-Constrained Systems (RCS) corpus. The Index maps the relationship...
Modern autonomous agents predominantly manage state and memory through static vector embeddings and flat nearest-neighbor (k-NN) retrieval mechanisms. While effective for isolated semantic lookups, this mechanical paradigm suffers from severe cognitive pathologies in long-horizon reasoning tasks: lack of temporal recen...
An ongoing survey tracks the latest AI accelerator systems to keep hardware relevant for Lincoln Laboratory staff and sponsors.
Writing as a participant and researcher, PhD student JS Tan SM ’22 has co-authored a new book about the rise of tech worker protests and the employer backlash that followed.
GPT-Lab
· gpt-lab.eu
Sep 23, 2026
Requirements in large systems rarely exist in isolation. Their meaning depends on the wider project context - other requirements, policies, decisions, tests, and implementation details. That becomes especially important when AI is used for review, because spotting a possible conflict or gap is only the beginning. ReqSpace explores how AI, visualisation, and connected project context can help reviewers understand those findings, trace the relationships behind them, and focus on the questions that…
GPT-Lab
· gpt-lab.eu
Sep 17, 2026
AI is making software generation faster, but speed does not remove the need for expertise. As more work is delegated to AI, tacit knowledge may become one of the most important human advantages in software engineering. The post Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering appeared first on GPT-Lab.
We’re launching agentic video understanding across our latest Gemini models for improved accuracy and lower costs and token usage.
In his latest book, Professor Eugene Fitzgerald examines the forces that turn breakthroughs into value — and why innovation resists simple formulas.
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