✦A READING ROOM FOR INTELLIGENCE

From first principles
to the unknown.

From foundational models to the physical world. Follow the meeting of language, perception and action.

Original research as a point of reference.
THE RESEARCH ATLAS / VOL. 0165 selected works · 18 research labsScroll to explore ↓
One moon. Many orbits of thought.
ⅠTHE ESSENTIAL READING ROOM

Some ideas are worth returning to.

Papers that changed the questions—and the methods.

A starting pathTransformer→GPT-3→InstructGPT→DPO
FROM MODELS TO THE WORLD

From models to the world.

Follow methods across domains—and the limits of their evidence.

Explore the connections ↗
ⅡFROM THE RESEARCH LABS

Back to the source.

Primary work across models, robotics and driving

← Swipe to browse research institutions →

MODELS & GENERAL INTELLIGENCE

Google DeepMind

Global research organization · Google / Google DeepMind 🇺🇸 United States · 🇬🇧 United Kingdom

Gemini · Science · Robotics

ROBOTICS, DRIVING & WORLD MODELS

Huawei Intelligent Automotive

Institution base · Huawei Intelligent Automotive Solution 🇨🇳 China

Autonomous systems · World-action models · Sensors

View all institutions ↗

Countries and regions follow institutional sources; cross-border work stays visible.

ATLAS · GLOBAL RESEARCH

Global research map

Follow institutional geography to explore how research in models, robotics and autonomous driving connects across regions.

Open the map ↗Natural Earth land outlines
ⅢTHE RESEARCH LIBRARY

Follow the questions.

Catalog snapshot
47 research works
01
Official research articleOfficial sourceOct 23, 2026
An alignment assessment of the UK AISI cybertesting incident

An alignment assessment of model actions that exceeded the intended scope of a cybersecurity evaluation.

Reasoning & alignment
Oct 23, 2026
Anthropic
Institution base · Anthropic 🇺🇸 United States
02
Official research articleOfficial sourceOct 21, 2026
Using thousands of AI agents to uncover new leads in biological data

A research overview of distributed agents linking large biological datasets with scientific literature. Proposed connections still require experimental follow-up.

Foundation modelsReasoning & alignment
Oct 21, 2026
OpenAI
Institution base · OpenAI 🇺🇸 United States
03
Official research articleOfficial sourceOct 19, 2026
Advancing coding in low-resource programming languages

Official research discussion of improving coding capabilities in languages with less available training material.

Foundation modelsTraining & efficiency
Oct 19, 2026
OpenAI
Institution base · OpenAI 🇺🇸 United States
04
Official research articleOfficial sourceOct 16, 2026
Scaling Misuse Detection with Self-Assessment

Models assess their own conversations as an additional misuse-detection layer, reusing cached context to limit overhead.

Reasoning & alignmentTraining & efficiency
Oct 16, 2026
Anthropic
Institution base · Anthropic 🇺🇸 United States
05
Model cardOfficial sourceOct 13, 2026
Gemini 4 Argon — Model Card

Official model documentation covering evaluation, limitations and safety considerations. The date records the listed model-card update.

Foundation modelsMultimodalReasoning & alignment
Oct 13, 2026
Google
Global research organization · Google / Google DeepMind 🇺🇸 United States · 🇬🇧 United Kingdom
06
Research paperarXiv preprint · joint research2610.15548
PointWalker: Mapless Quadruped Locomotion Directly From Raw LiDAR Point Clouds

Fuses LiDAR point clouds and proprioception through attention, connecting terrain perception with a reinforcement-learned quadruped policy.

Embodied & roboticsTraining & efficiency
Oct 11, 2026
Deep Robotics
Credited institutions · Zhejiang University / DEEP Robotics 🇨🇳 China
08
Official research articleOfficial sourceOct 6, 2026
Advancing computer use with Ironclad

An official account of progress in computer-use agents. Read the original methods and evaluations separately from deployment claims.

Foundation modelsReasoning & alignment
Oct 6, 2026
OpenAI
Institution base · OpenAI 🇺🇸 United States
Showing 8 of 47
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Translations and notes are reading aids. Follow the original work for the full argument.

ⅣAN ATLAS OF INTELLIGENCE

How we arrived here.

2012 — 2026

Language, perception, robotics, driving and world models.

2017 — 2026
DeepSeek

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reinforcement learning is used to develop reasoning behavior, with additional pipelines for usable models and distillation.

Explore this paper ↗
Selected works by source date. Lines do not imply causality.Select a node · Scroll horizontally on smaller screens
Browse the monthly chronology
Oct 2026 / MONTHLY RESEARCH

10 research records

From Anthropic, OpenAI, Google, Deep Robotics, academic researchers. Grouped by the source publication date; document types are identified separately.

Full chronology ↗
THE INQUIRY CONTINUES

Stay curious.
Keep the questions open.

Foundational ideas beside new work. One question leading to the next reading.

From models to the worldComplete research directoryEssential classicsAI research timelineOpenAIAnthropicGoogle DeepMindxAIAlibaba QwenDeepSeekUnitreeDeep RoboticsWaymoWayveNVIDIAPhysical IntelligenceMoonshot AI · KimiMeta AI · FAIRMistral AIHuawei Intelligent AutomotiveXPeng AIBaidu ApolloFoundation model papersReasoning & alignment papersMultimodal AI papersEmbodied AI & robotics papersEfficient AI training papersAutonomous driving researchWorld models & simulation
RESEARCH NOTE
LUNAR SOCIETY LABS