AI Research

Mapping global methane emissions from space with deep learning

Climate & Sustainability

Everything to know about Fable 5.1, Anthropic's new Claude model

Anthropic’s Claude Fable 5.1 cuts cache costs 75%, reduces safeguard interruptions, and targets long-running agent work across code, science, and enterprise.

How to Build a Business Website With AI

Use AI to plan, draft, design, launch, and improve a business website without starting from a blank page or pretending the robot can do strategy for you.

Best AI Video Editing Software for Creators in 2026

The best AI video editing software for creators, marketers, podcasters, and teams that need better videos with less timeline pain.

Your JSON Is Valid but Your Data Is Wrong: Five Failure Modes LLM Structured Outputs Won't Catch

Five failure modes that survive constrained decoding, and why your schema validator will never catch them. The post Your JSON Is Valid but Your Data Is Wrong: Five Failure Modes LLM Structured Outputs Won't Catch…

The 8 Best AI App Builders for Non-Coders to Use in 2026

A practical guide to the best AI app builders for non-coders, with use-case picks for prototypes, internal tools, client apps, chatbots, and business websites.

What We Miss About Missing Values

The hidden assumptions behind the data we observe. The post What We Miss About Missing Values appeared first on Towards Data Science.

Beyond Point Predictions: A Practical Introduction to Bayesian Neural Networks

More informed decision-making through uncertainty quantification The post Beyond Point Predictions: A Practical Introduction to Bayesian Neural Networks appeared first on Towards Data Science.

5 AI Skills That Will Keep Data Scientists Relevant in 2027

What each one solves, and runnable code you can paste into a notebook. The post 5 AI Skills That Will Keep Data Scientists Relevant in 2027 appeared first on Towards Data Science.

😺 Runway Solaris treats software like video

ShardMemo: Scope-Before-Routing for Agentic Memory Retrieval

arXiv:2601.21545v2 Announce Type: replace Abstract: Agentic systems accumulate persistent memory across sessions, tools, and tasks, and a later request must retrieve from it under two distinct constraints: which…

AgentLogs: A Dataset for Opening the Black Box of GitHub's Cloud Agent

arXiv:2608.29204v1 Announce Type: cross Abstract: Generative AI-based software engineering agents are becoming routine contributors to real-world software projects. On GitHub, developers can assign tasks to the Copilot…

Evaluating the Hidden Costs of Personalization in Large Language Models

arXiv:2608.28833v1 Announce Type: new Abstract: While Large language models (LLMs) incorporate user personalization signals to improve usability and helpfulness, they increasingly shift from providing balanced,…

Let Prompts Bridge Defense Knowledge: Transferable Graph Purification via Vulnerability-Aware GPL

arXiv:2608.29054v1 Announce Type: new Abstract: Graph Neural Networks (GNNs) have emerged as a cornerstone for representing complex relational dependencies in diverse multimedia tasks, particularly in cross-platform…

From AGI to ASI

arXiv:2606.12683v2 Announce Type: replace Abstract: Over the last decade, building human-level artificial general intelligence has moved from far-fetched speculation to being a concrete next-decade target for many of…

DERELAB: Probing Defeasible Reasoning and Confirmation Bias in LLMs with a Generative Benchmark

arXiv:2608.30413v1 Announce Type: new Abstract: Defeasible reasoning is a type of reasoning where inferences are drawn from plausible current evidence, but can be retracted upon the introduction of newer evidence.…

DiffPDE: Masked Diffusion Language Models as PDE Solver

arXiv:2608.30532v1 Announce Type: new Abstract: Existing approaches for synthesizing Partial Differential Equation (PDE) solvers predominantly rely on autoregressive models, yet their global left-to-right decoding…

An Explainable Coherence Score for Detecting Temporal Inconsistencies in Political News

arXiv:2608.29175v1 Announce Type: new Abstract: Temporal inconsistencies, such as mandates attributed outside their real interval, events presented as past before they occurred, or inverted causal sequences, are a form…

View-oriented Conversation Compiler for Agent Trace Analysis

arXiv:2603.29678v3 Announce Type: replace Abstract: We observe that an agent trace is a structured document. A coding agent session contains user turns, assistant text, chain of thought blocks, tool calls, tool results,…

Peer Oversight in Collective Decision Making

arXiv:2608.28754v1 Announce Type: cross Abstract: This article introduces peer $k$-oversight, a property of sequential collective decision mechanisms requiring at least $k$ agents to be responsible for every harmful…