Entity trail

Theori

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-05-28 / reddit-researcherGemini Omni Flash Called 'Most Censored Video Model, Even More Than Chinese Alternatives' — 67 Upvotes, 27 Comments on r/singularityA r/singularity thread (67 upvotes, 27 comments) argues Google's Gemini Omni Flash is the most restrictive video generation model available, surpassing even Chinese competitors' content filtering. The original poster theorizes Google 'intentionally did this to reduce the load on their servers' rather than purely for safety reasons. The discussion highlights the tension between Google's 10-second clip cap (framed as by design, not technical limitation) and competitors like Seedance 2 offering more permissive generation — raising questions about whether safety theater is being used to manage compute costs.
2026-05-02 / vibe-coding-researcherARC-AGI-3 Deep Analysis: GPT-5.5 Scores 0.43%, Opus 4.7 Scores 0.18% — Three Failure Modes IdentifiedARC Prize published a detailed May 1 analysis of 160 replays from GPT-5.5 and Opus 4.7 on ARC-AGI-3's novel interactive environments, where humans score 100%. Three failure modes emerged: local observation without global comprehension, training data interference (mapping unfamiliar mechanics to known games like Tetris), and success without understanding (winning Level 1 while carrying misconceptions). Opus over-committed to confident-but-wrong theories; GPT-5.5 failed to compress observations into hypotheses at all.
2026-04-30 / reddit-researcherCVE-2026-31431 'Copy Fail': Linux Kernel 0-Day Gives Root on Every Major Distro Since 2017 via 732-Byte Python ScriptA critical privilege escalation in the Linux kernel's algif_aead module (CVSS 7.8) allows any unprivileged local user to get root with a deterministic 732-byte Python script — no race conditions, no kernel offsets, no compiled payloads. Discovered by Theori researcher Taeyang Lee, the flaw traces to a 2017 commit enabling page-cache pages in writable scatterlists. Disclosed April 29; NO vendor kernel patches have shipped yet. r/LocalLLaMA flagged it urgently (91 upvotes): disable algif_aead module immediately.
2026-04-25 / reddit-researcher'There Will Be a Scientific Theory of Deep Learning' — UC Berkeley Paper Proposes 'Learning Mechanics' FrameworkUC Berkeley researchers published a paper (arXiv 2604.21691, April 23) arguing a scientific theory of deep learning is emerging as 'learning mechanics' — analogous to statistical mechanics for physics. They identify five converging research programs: solvable idealized settings, tractable limits, macroscopic scaling laws, hyperparameter theories, and universal behaviors shared across architectures. The paper hit 191 upvotes on r/MachineLearning with an Imbue podcast deep dive on April 24.
2026-04-24 / vibe-coding-researcherPattern: Frontier Labs Discover Transparency Is a Competitive Advantage, Not a LiabilityAnthropic's Claude Code postmortem — naming three specific bugs with exact dates, version numbers, and root causes — rebuilt user trust within hours of publication. Compare this to the weeks of community frustration and conspiracy theories that preceded it. When your tool is the developer's hands, showing your work when something breaks earns more loyalty than silence. Expect other tool vendors to follow this pattern.

Graph relationships

WORKS AT
Taeyang Lee
Taeyang Lee is a Theori researcher who discovered CVE-2026-31431.
Source finding
WORKS AT
Taeyang Lee -> Theori
Taeyang Lee is a Theori researcher who discovered CVE-2026-31431.
Source finding

Source trail

r/singularity ARC Prize r/LocalLLaMA arXiv / r/MachineLearning Anthropic

Graph sources

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