ChatGPT
- LM , News Topics
- July 21, 2026
- 219 views
Moonshot AI’s Kimi K3
Executive summary Research cutoff date: July 21, 2026, Asia/Tokyo. This article reflects information that was publicly available and verifiable up to that date. Where Moonshot AI had announced future steps, such as an open-weight release expected after the cutoff, those are…
- LM , Main , News Topics
- July 12, 2026
- 260 views
GPT-5.6 and the Fight Over Frontier AI Access
Executive summary GPT-5.6 did not arrive as a routine model update. OpenAI first introduced the GPT-5.6 family in a limited preview on June 26, 2026, then moved to general availability on July 9, 2026 after a short, unusually visible period of U.S. government…
Comparing Neo-Grounded Theory, LOGOS, AcademiaOS, and GNG+MST Concept-Structure Analysis
Executive Summary This report argues that the four approaches under comparison do not belong to a single methodological family in the same sense. Neo-Grounded Theory, LOGOS, and AcademiaOS are best understood as LLM-era attempts to automate, augment, or scale grounded-theory-style qualitative analysis for scholarly inquiry. By contrast, GNG+MST concept-structure…
- Generative AI , LM , News Topics , Uncategorized
- June 10, 2026
- 1792 views
Claude Mythos 5 and Claude Fable 5 Are Official Anthropic Releases, but Much of the Early Chatter Was Not
Introduction As of June 10, 2026, Claude Fable 5 and Claude Mythos 5 are not fan labels, parody names, or mere rumors. They are now official Anthropic model names, publicly documented on Anthropic’s website, product pages, and API documentation. But that official status only dates…
Corpus2Skill — New Standard of Knowledge Architecture for the LLM Era
Executive Summary The core shift in enterprise knowledge systems is no longer just from “documents” to “LLMs.” It is from retrieving snippets toward structuring, navigating, editing, and exploring knowledge in forms that fit different kinds of work. Standard Retrieval-Augmented Generation, or RAG, remains the…
tada@aicritique.org
- Featured , Knowledge Graph , LM , RAG , Trende
- May 8, 2026
- 3775 views
Andrej Karpathy’s latest concept ‘LLM Wiki’ and the future of enterprise knowledge
Executive summary Andrej Karpathy’s public GitHub Gist, published on April 4, 2026, describes LLM Wiki not as a finished product, but as an “idea file” for agentic knowledge work: instead of re-retrieving raw fragments on every question, an LLM incrementally compiles curated…
GPT-5.5 Is Real, Powerful, and Expensive — but OpenAI’s Biggest Story Is the Race to Own Enterprise AI Work
On April 23, 2026, OpenAI formally launched GPT-5.5, ending weeks of rumor and leak-driven speculation with a release that is both more concrete and more restrained than some of the hype suggested. The model is official, it is rolling out first in…
- AI Governance , LM , Nation , Regulation , Society , Trende
- April 24, 2026
- 2247 views
Claude Mythos and the New Cybersecurity Balance
When Anthropic unveiled Claude Mythos Preview on April 7, it did more than announce a powerful new model. It effectively told governments, banks, cloud providers and software maintainers that a threshold had been crossed: frontier AI had become good enough at vulnerability…
Current Research Trends in Latent Space
Executive Summary As of April 2026, “latent space” is no longer a single technical object. Recent surveys now treat it as a broad research landscape rather than a single definition, and the fact that ICLR 2026 hosts a dedicated workshop…
Why Conceptual Investigation?
Kunihiro Tada / Mindware Research Institute A Methodology for Thinking in the Age of Innovation We are living in the midst of a profound wave of innovation.Technological advances—especially in AI—are transforming not only industries, but the very structure of reality…
