Intellectually Curious

The Journey to Artificial Superintelligence

24 Jun 2026

Contributed by Lukas

An optimistic exploration of Artificial Superintelligence (ASI), contrasting it with human-level AGI and detailing why lossless replication, synthetic...

Qubot: Engineering GitHub’s Internal AI Data Analytics Agent

23 Jun 2026

Contributed by Lukas

GitHub developed an internal AI tool called Qubot to help employees navigate complex data warehouses using natural language. This Copilot-powered agen...

Epic's Lore Version Control System

22 Jun 2026

Contributed by Lukas

Lore is a next-generation open-source version control system developed by Epic Games to handle massive projects involving both code and large binary a...

OpenBind and the Future of Drug Discovery

21 Jun 2026

Contributed by Lukas

The OpenBind initiative is a collaborative project designed to transform drug discovery by building the world’s largest open-access dataset of prote...

Claude Code Artifacts for Interactive Team Collaboration

20 Jun 2026

Contributed by Lukas

Anthropic has announced that Claude Code now supports artifacts, a feature that converts ongoing work into interactive, shareable web pages. These dyn...

Efficient Repository Exploration for Coding Agents using Microsoft's FastContext

19 Jun 2026

Contributed by Lukas

FastContext is a specialized, open-source tool developed by Microsoft designed to improve the efficiency of AI coding agents. Instead of requiring a m...

The Art of Loop Engineering

18 Jun 2026

Contributed by Lukas

We unpack Sydney Runkle’s loop engineering framework—a masterclass in turning a basic AI agent into a robust, autonomous system. From verification...

Extreme Weather and Gemstone Rain on WASP-121b

17 Jun 2026

Contributed by Lukas

A deep dive into WASP-121b, the ultra-hot Jupiter where the dayside vaporizes metals and liquid ruby rain falls on the night side. Using JWST transit ...

The Synthesis of Human and Token Capital

16 Jun 2026

Contributed by Lukas

We unpack Satya Nadella’s vision of a frontier ecosystem where human judgment and private AI capability form the engine of durable competitive advan...

The Aggregation of Marginal Gains

15 Jun 2026

Contributed by Lukas

We explore how tiny, repeatable improvements—1% at a time—can compound into extraordinary performance and sustainable momentum. From British cycli...

The Unreasonable Effectiveness of Mathematics in the Natural Sciences

14 Jun 2026

Contributed by Lukas

A deep dive into Eugene Wigner’s paradox—the uncanny effectiveness of mathematics in physics and beyond. We trace Newton’s gravity, Maxwell’s ...

The Lilly-Madau Plot

13 Jun 2026

Contributed by Lukas

The Lilly–Madau plot serves as a vital cosmological diagram tracing the star-formation rate density of the universe across billions of years. We exa...

Bootstrapping AI Training with Composer Autoinstall

12 Jun 2026

Contributed by Lukas

We dive into Cursor’s May 2026 work on Composer Auto Install, a two-stage bootstrapping system that auto-generates runnable training environments fo...

Self-Harness: Can AI Rewrite Its Own Operating Rules?

11 Jun 2026

Contributed by Lukas

We dive into the Shanghai AI Lab’s self-harness idea—a three-stage loop (weakness mining, harness proposal, and proposal validation) that lets AI ...

Trajectory Refined Distillation: AI Learns to Redraw Its Reasoning Path

10 Jun 2026

Contributed by Lukas

Dive into the TRD breakthrough that fixes AI’s ‘wrong turns’ in on-policy reasoning. We break down prefix failure, the bimodal bottleneck, and h...

The Launch of Claude Fable and Mythos

09 Jun 2026

Contributed by Lukas

Join us as we dissect Anthropic's Claude Fable 5 and Mythos 5: AI that reasons across visuals and code, can migrate massive codebases from screen...

AI as the Ultimate Lever: Hassabis, AlphaFold, and the Golden Age of Science

09 Jun 2026

Contributed by Lukas

We explore Nobel laureate Demis Hassabis’s optimistic vision where AI and robotics amplify scientists—accelerating biology with AlphaFold, enablin...

Non-Euclidean Vision: The Curved Geometry Behind Color Perception

08 Jun 2026

Contributed by Lukas

We trace Schrödinger’s 3D color cone, the Bezold–Brücke effect, and the shift from cones to rods as light fades. Learn how Los Alamos researcher...

Making Claude a Chemist

07 Jun 2026

Contributed by Lukas

Anthropic is enhancing Claude's chemistry proficiency by training it to interpret complex analytical data like NMR spectra. Recent tests demonstr...

Multigres: A Scalable Operating System for Postgres

07 Jun 2026

Contributed by Lukas

Multigres is an open-source project designed to provide Vitess-grade scalability and high availability for Postgres databases. Recently released in it...

The Giant Space Umbrella

05 Jun 2026

Contributed by Lukas

Could a hybrid system—30–40 meter ground-based telescopes paired with a distant 99-meter starshade—finally enable direct imaging of Earth-like w...

How Claude Reached 95% Analytics Accuracy

04 Jun 2026

Contributed by Lukas

We dissect how Anthropic tackled data ambiguity, staleness, and retrieval chaos to automate the majority of business analytics with Claude. Anthropic&...

Microsoft AI: Launching the MAI Model Family

03 Jun 2026

Contributed by Lukas

Microsoft AI has introduced seven new MAI models designed to handle diverse tasks such as complex reasoning, coding, and high-fidelity media generatio...

Splink: Fast and Scalable Probabilistic Data Linkage Guide

02 Jun 2026

Contributed by Lukas

Splink is an open-source Python library designed for high-speed, probabilistic record linkage and data deduplication across various SQL backends like ...

NVIDIA Cosmos 3: Foundations for Physical AI Reasoning and Action

01 Jun 2026

Contributed by Lukas

Dive into NVIDIA’s Cosmos 3, an open, omni‑modal foundation model that treats physical action as a native modality. Rather than merely predicting ...

The Einstein Telescope: An Underground Xylophone for Gravitational Waves

31 May 2026

Contributed by Lukas

We dive into the planned third‑generation gravitational‑wave detector—the Einstein Telescope. Buried deep underground to tame seismic noise, ET ...

Jupiter’s Grand Tack: Shaping the Early Solar System

30 May 2026

Contributed by Lukas

The Grand tack hypothesis describes a period in the early Solar System when Jupiter and Saturn underwent significant orbital migration, moving toward ...

Claude Opus 4.8: Honest AI, Parallel Sub-Agents, and the Future of Code

29 May 2026

Contributed by Lukas

Anthropic has officially released Claude Opus 4.8, an upgraded AI model specifically engineered for superior performance in agentic coding and long-co...

Disproving the Sum-Product Conjecture for Real Numbers

28 May 2026

Contributed by Lukas

In this episode we unpack a stunning 2026 result that upends the long-standing Erdo-Cemmerati Conjecture over the real numbers. Researchers Bloom, Sol...

Liquid Windows: Squid Skin-Inspired Smart Glass for Buildings

27 May 2026

Contributed by Lukas

A deep dive into a University of Toronto breakthrough that uses stacked, squid-skin–inspired fluid layers to dynamically manage light and heat in bu...

Research Reimagined: Papers You Can Talk To

26 May 2026

Contributed by Lukas

Justin Ross, a professor of public finance and economics, co-authored a new empirical working paper (alongside Whitney Afonso and Denvil Duncan) and b...

AlphaProof Nexus: AI Meets Verified Mathematics

25 May 2026

Contributed by Lukas

DeepMind’s AlphaProof Nexus pairs language models with Lean to convert creative proof sketches into formally verified mathematics. We dive into how ...

Information Content of the Cosmic Web

24 May 2026

Contributed by Lukas

Delve into how gravity shapes not just galaxies but information itself. We explain why density alone misses most of the universe's data, introduc...

Gbrain: The Self-Updating Memory Engine Powering AI Agents

23 May 2026

Contributed by Lukas

We dive into Garry Tan's open-source project gbrain—a hybrid, self-labeling memory system that auto-builds a knowledge graph, timestamps facts,...

MOSS and the Engine Under the Hood: Self-Editing AI and the Future of Core Code

22 May 2026

Contributed by Lukas

Explore MOSS, the groundbreaking AI that can rewrite its own core logic via source-level adaptation. We unpack how it drafts fixes in a sandbox, runs ...

AI Solves The 80-Year Planar Unit Distance Puzzle

21 May 2026

Contributed by Lukas

We discuss a significant mathematical breakthrough in which an OpenAI reasoning model autonomously disproved a famous 80-year-old conjecture in discre...

Gemini Omni and the World-Model Revolution: AI That Simulates Reality

20 May 2026

Contributed by Lukas

We break down Google's Gemini Omni—the shift from pixel-predicting video generators to world-model AI that fuses language reasoning with physic...

Scaling Claude Code: Best Practices for Large Codebases

19 May 2026

Contributed by Lukas

We examine Claude’s agentic search that traverses live codebases in real time, using grep and LSP, anchored by a harness of per-directory rules and ...

Hermes Unleashed: Open-Source Self-Improving AI Assistants

18 May 2026

Contributed by Lukas

A deep dive into Hermes Agent, an open-source, self-improving AI assistant developed by Nous Research that is designed to grow more capable through a...

Building AlphaGo from Scratch

17 May 2026

Contributed by Lukas

A deep dive on Dwarkesh Patel interview with Eric Jang into how AlphaGo conquered Go by combining a value network, a policy network, and Monte Carlo t...

Revealing AI Reasoning with Log Analysis

16 May 2026

Contributed by Lukas

Log analysis lets us see AI thinking behind the pass/fail, tracing inputs, each step, and outputs to uncover hidden reasoning that tests miss. We disc...

Negative Time for Photons: A Quantum Tour Through a Rubidium Cloud

15 May 2026

Contributed by Lukas

We explore recent experiments showing that single photons can arrive earlier than expected after passing through a chilled rubidium atom cloud. By pro...

Google DeepMind is Reimagining the Mouse Pointer for AI Interaction

14 May 2026

Contributed by Lukas

We explore Google's DeepMind Gemini-powered mouse pointer, which uses real-time visual context around the cursor to perform multimodal inference ...

Black holes slingshot two billion stars

13 May 2026

Contributed by Lukas

JWST infrared imagery reveals a pair of merging supermassive black holes in Abell 402 BCG, totaling about 60 billion solar masses, hardening and fling...

The USSR Olympiad Problem Book

12 May 2026

Contributed by Lukas

Dive into the USSR Olympiad problem book by Shklarsky, Chensov, and Yaglom—320 unconventional puzzles designed for seventh- to tenth-graders that st...

Interaction Models: Scalable Real-Time Human-AI Collaboration

11 May 2026

Contributed by Lukas

We dive into Thinking Machines Lab’s breakthrough that shatters the typing bottleneck by streaming real-time microturns and decoupling quick convers...

The AI Co-Mathematician: Agentic Workflows for Mathematical Discovery

09 May 2026

Contributed by Lukas

Google DeepMind has introduced the AI co-mathematician, a specialized agentic workbench designed to support the multifaceted and iterative nature of m...

Natural Language Autoencoders for Unsupervised LLM Interpretability

08 May 2026

Contributed by Lukas

Introducing Natural Language Autoencoders (NLAs), an unsupervised method developed by researchers at Anthropic to translate the complex internal acti...

Mollifier Layers for Efficient High-Order Inverse PDE Learning

07 May 2026

Contributed by Lukas

This paper introduces Mollifier Layers, a novel, lightweight module designed to enhance Physics-Informed Machine Learning (PhiML) by replacing recursi...

The Rise of Point Absorbers

06 May 2026

Contributed by Lukas

From the staggering potential of 29,500 TWh of wave energy to the nuts and bolts of point absorber wave energy converters, this episode shows how buoy...

Autocompleting Reality: The Rise of Large Event Models

05 May 2026

Contributed by Lukas

This episode unpacks large event models—AI that can understand, represent, and forecast real-world event sequences over time, not just generate text...

Agentic Commerce 2026: AI Shoppers Do the Shopping

04 May 2026

Contributed by Lukas

A deep dive into how AI agents move from answering questions to taking real buying actions on your behalf. We break down the surge of agentic commerce...

Autodata Unleashed: How AI Learns to Learn

03 May 2026

Contributed by Lukas

We dive into Meta AI's Autodata framework—an autonomous system that designs, tests, and iterates its own training data. From challenger models ...

Ineffable Intelligence: The Superlearner Manifesto

02 May 2026

Contributed by Lukas

A radical exploration of a zero-data, self-learning AI that discovers physics and math from first principles. We unpack the ‘superlearner’ idea—...

Stanford Future of Mathematics Symposium 2026

01 May 2026

Contributed by Lukas

At Stanford's Future of Mathematics Symposium (May 1–2, 2026), AI shifts from calculator to collaborator while formal methods guard every step ...

Air-Gapped Payments for AI Agents: Stripe Link CLI Secures AI Payments

01 May 2026

Contributed by Lukas

Stripe has introduced Link’s wallet for agents and Stripe Issuing for agents to provide secure financial infrastructure for autonomous AI. These too...

The Goblin Problem: When a Tiny AI Quirk Sparks a Linguistic Contagion

30 Apr 2026

Contributed by Lukas

Explore OpenAI’s April 2026 study The Goblin Problem, where a nerdy personality cue in GPT-5.x triggered a cascade of goblin-themed prompts. We brea...

Nemitron 3 Nano Omni: Real-Time Multimodal AI That Unifies Vision, Audio, and Text

30 Apr 2026

Contributed by Lukas

We unpack NVIDIA’s latest Nemitron 3 Nano Omni model—a compact 3B Mixture-of-Experts architecture that processes vision, audio, and text in one pa...

Talkie Time Machine: A 13B AI Trained on the 1930s Library

28 Apr 2026

Contributed by Lukas

We dive into Talkie, a 13‑billion‑parameter AI raised in a sealed pre‑1931 library. Trained on 260 billion words published before 1931 and guide...

Vision Banana: From 2D Pixels to 3D Reasoning

27 Apr 2026

Contributed by Lukas

A deep dive into Google DeepMind's Vision Banana, a foundation vision model that learns spatial physics by generating images. We explore how inst...

AI on the Front Foot: Cricket Australia’s Live Storytelling Revolution

26 Apr 2026

Contributed by Lukas

Cricket’s jargon can be baffling. This episode explains how Cricket Australia teamed with OpenAI’s GPT-5 (via Microsoft Foundry) to turn 140 years...

Resolute Raccoon: Ubuntu 26.04 and the Frictionless AI OS

25 Apr 2026

Contributed by Lukas

We unpack Canonical's Ubuntu 26.04 LTS, codenamed Resolute Raccoon, and why it's more than a routine patch. We explore native integration of...

GPT 5.5 and the Agentic AI Leap: From Babysitters to Co-Scientists

24 Apr 2026

Contributed by Lukas

In this episode we unpack OpenAI's GPT-5.5, an agentic AI that plans, uses tools, runs its own code, and self-corrects until the job is done. We ...

Workspace Agents: OpenAI’s Digital Nervous System for Your Business

23 Apr 2026

Contributed by Lukas

A deep dive into OpenAI’s April 2026 announcements about workspace agents in ChatGPT—no-code, memory-enabled agents that run multi-step workflows ...

ChatGPT Images 2.0: The New Era of Strategic Design

22 Apr 2026

Contributed by Lukas

OpenAI’s announcement introduces ChatGPT Images 2.0, a sophisticated visual generation model designed to function as a strategic design system rathe...

Hyperagents: The Self-Improving AI That Rewrites Its Own Learning

21 Apr 2026

Contributed by Lukas

Dive into hyperagents—AI that can rewrite its own learning process by merging problem solving with meta-improvement into one editable program. Learn...

Move 37 and the AI Creativity Revolution

20 Apr 2026

Contributed by Lukas

From a baffling early-game move that shocked pros to a broader reckoning with how AI reshapes strategy and science, this episode dives into the 2016 L...

Claude Design and the Speed of AI UI

19 Apr 2026

Contributed by Lukas

We dive into Claude Design, powered by Opus 4.7, to see how it serves as a true collaborative partner that turns napkin sketches into interactive prot...

The Hutter Prize Challenge

18 Apr 2026

Contributed by Lukas

We unpack the €500,000 Hutter Prize, which asks researchers to losslessly compress 1GB of English Wikipedia (ENWIK 9). Rather than counting raw fact...

GPT Rosalind: AI Architecting the Future of Drug Discovery

17 Apr 2026

Contributed by Lukas

We explore OpenAI's April 2026 release of GPT Rosalind, a life-sciences‑focused AI that links genomics, protein structures, and metabolic pathw...

Literal Logic to Autonomous Co-Workers: Claude Opus 4.7

16 Apr 2026

Contributed by Lukas

We dive into Anthropic's Claude Opus 4.7—the shift from reactive chat to a truly autonomous co‑worker. Learn how adaptive thinking and an &ap...

Google DeepMind Gemini ER 1.6 AI for Real-World Robotics

16 Apr 2026

Contributed by Lukas

We unpack DeepMind's Gemini ER 1.6, an embodied reasoning model that grounds language in physical space with precise pointing, multi-camera succe...

Cloud Autopilot for Code: The Claude Routine Behind Hands-Free Maintenance

14 Apr 2026

Contributed by Lukas

A look at Claude code routines—cloud-powered, trigger-driven automation that can diagnose issues, draft fixes, and prepare PRs without you even open...

Autonomous AI Agents in Research: Codex, Claude Code, and the Future of the Workflow

13 Apr 2026

Contributed by Lukas

In this Intellectually Curious deep dive, we unpack a VoxDev webinar featuring Aniket Panjwani on how autonomous AI agents are transforming research w...

SkillClaw: Collective Skill Evolution for Multi-User Agent Ecosystems

13 Apr 2026

Contributed by Lukas

A deep-dive into SkillClaw, a framework where deployed AI agents log daily successes, failures, and workarounds; at night, a centralized Agentic Evolv...

Claude Code Ultraplan Moves Terminal Work to the Cloud

11 Apr 2026

Contributed by Lukas

Dive into Ultraplan, Anthropic's cloud-backed workflow that offloads heavy compute from your workstation to a dedicated web session. We explore h...

Claude Managed Agents: From Chat to Cloud-Hosted Teams

09 Apr 2026

Contributed by Lukas

A deep dive into the April 2026 launch of Claude Managed Agents, a move from standalone models to a managed, stateful runtime that handles sandboxing,...

Meta Muse Spark: Your Personal Superintelligence

08 Apr 2026

Contributed by Lukas

We dive into Meta's Muse Spark, a natively multimodal AI that maps your world in real time, reasons with parallel internal agents, and updates yo...

Taming Intermittent Demand Forecasting With AI

08 Apr 2026

Contributed by Lukas

A Turkish automotive spare-parts case study shows how intermittent and lumpy demand can be tamed with AI. We compare the old cross-method approach wit...

SSD Unleashed: How Simple Self-Distillation Turns AI Guesses into Mastery

06 Apr 2026

Contributed by Lukas

A deep dive into Simple Self-Distillation (SSD): how large language models can improve by training on their own unverified outputs with zero external ...

NLBA1 and the Battery Truth: How a Romanian Gadget Rescues Dead Laptops

05 Apr 2026

Contributed by Lukas

We unpack the amazing NLBA1 diagnostic tool—how it bypasses the OS to read a battery’s raw chemistry via SMBus/I2C, and how it performs a rigorous...

Andrej Karpathy's Self-Organizing, AI-Powered Knowledge Base

04 Apr 2026

Contributed by Lukas

Explore Andrej Karpathy's blueprint for turning a messy pile of notes, articles, and data into a self-organizing, AI-powered knowledge base. Star...

The LLM is the Computer

03 Apr 2026

Contributed by Lukas

A deep dive into Percepta's breakthrough: shrinking memory bottlenecks with 2D attention, enabling a native virtual computer inside a language mo...

Generative Engine Optimization: The AI-Powered Rewrite of Discovery

02 Apr 2026

Contributed by Lukas

We dissect the shift from traditional SEO to generative engine optimization (GEO). With zero-click searches surging, visibility now hinges on informat...

Gaia20ehk: A Planetary Collision That Shapes New Worlds

01 Apr 2026

Contributed by Lukas

A real-time cosmic collision 11,000 light-years away unfolds as two giant planets in the Gaia20ehk system spiral inward, grazing in 2016 and colliding...

The Late Paleozoic Oxygen Pulse

31 Mar 2026

Contributed by Lukas

We pull from geochemical models and paleobiology studies to explore the late Paleozoic oxygen surge—when atmospheric oxygen spiked to tens of percen...

TurboQuant: The 3-Bit Breakthrough Making AI Faster and Smaller

30 Mar 2026

Contributed by Lukas

Google Research's TurboQuant uses polar quant and Quantized Johnson-Lindenstrauss to shrink the KV cache to roughly 3 bits per value, delivering ...

The AI Scientist: Automating the Scientific Life Cycle

29 Mar 2026

Contributed by Lukas

We unpack the March 25, 2026 paper that envisions an AI system capable of ideation, experimentation, write-up, and internal peer review to autonomousl...

Protein Truths and Fiber Focus: A Stanford Reality Check

28 Mar 2026

Contributed by Lukas

We cut through the hype around protein bars, powders, and the latest dietary guidelines, using a Stanford Medicine report to explain what our bodies a...

AI and the High Temperature Superconductivity Challenge

27 Mar 2026

Contributed by Lukas

Could AI become the ultimate research assistant? In this deep dive, we review a study that pits six LLMs against a curated database of 1,726 high-temp...

Black Mass: Turning Spent EV Batteries into a Circular Economy

26 Mar 2026

Contributed by Lukas

We dive into how the industry converts dead EV batteries into 'black mass,' a concentrated mix of lithium, nickel, cobalt, and manganese. Fr...

The Silicon Geologist: Mapping Alien Worlds with AI

25 Mar 2026

Contributed by Lukas

A dive into a hybrid AI architecture that maps exoplanet minerals by linking atmospheric chemistry and host-star composition to surface geology. Learn...

Spacetime Bounds on Consciousness: Chords, Arpeggios, and the BCI Frontier

24 Mar 2026

Contributed by Lukas

We unpack Michael Timothy Bennett’s Spacetime Bounds on Consciousness, asking whether a unified mind is a simultaneous chord or a sequential arpeggi...

From Local News to GroundSource: AI That Predicts Floods 24 Hours Ahead

23 Mar 2026

Contributed by Lukas

This episode explains how satellites miss localized weather and how GroundSource uses 20+ years of local journalism to train an AI that converts unstr...

Two Realities, One Team: Trust and Cooperation in Mixed Reality

22 Mar 2026

Contributed by Lukas

A 2026 study investigates what happens when mixed reality introduces digital curveballs. In 104 participants paired to memorize nine virtual objects, ...

AI to the Rescue: Rosie the Dog's Cancer Cure

21 Mar 2026

Contributed by Lukas

A Sydney tech entrepreneur treats a terminal cancer diagnosis as a data problem, sequencing his dog Rosie’s DNA, modeling cancer proteins with Alpha...

Crystal Shadowing at CERN: AI-Driven Beams and the Quest for Higher Proton Power

20 Mar 2026

Contributed by Lukas

A deep dive into how bent silicon crystals create a protective shadow to stop a dangerous high-speed beam leak in CERN's SPS, cutting losses by 5...

Grounded Navigation: Google's Gemini Turns Maps into a Local Concierge

19 Mar 2026

Contributed by Lukas

We dissect Google's March 2026 Gemini update, which makes navigation a conversational, ground-truth experience with 3D lane views, landmark-based...

CHMV2: Mapping the World’s Forest Canopies at 1-Meter Resolution

18 Mar 2026

Contributed by Lukas

We explore how the World Resources Institute and Meta built CHMV2, a global canopy height map at 1-meter resolution. Using a self-supervised AI that p...

The Secret Twist: How Cats Land on Their Feet

17 Mar 2026

Contributed by Lukas

From Marey’s 1894 high‑speed footage to a 2026 Anatomical Record study, we unpack how cats reorient in free fall without net spin. We explore why ...