The daily ledger

😺 GPT-6 Astra built all this from one prompt

TypeSafe’s JEV Explained: Why AI Decisions May Not Need a Chatbot

TypeSafe’s new JEV model uses a System One architecture and Reinforcement Learning for Calibrated Decisions to make structured software decisions in parallel, without generating free-form text token by token.

Best AI CLI Tools for 2026

The best AI CLI tools bring coding agents, research, automation, and structured data directly into the terminal. I compared six options for 2026 based on capabilities, setup, cost, and who should actually use them.

How to Make Linear Regression Survive Outliers

Robust Estimation Series: comparing classical and modern robust estimators through theory, code, and experiments The post How to Make Linear Regression Survive Outliers appeared first on Towards Data Science.

The AI Slowdown Debate Is Turning Into an Auditability Debate

Anthropic’s call to “pace the frontier” has triggered a wider debate about slowing AI. The most concrete point of agreement may be much less dramatic: give independent evaluators continuous access to frontier labs.

Data Centers Have an Electricity Problem. This Alliance Could Help.

A new alliance wants AI data centers to reduce electricity demand when the grid is under pressure. It’s a welcome step on a legitimate concern, with plenty left to prove.

Silent Broadcasting Can Ruin Your Model

PyTorch and TensorFlow tensor broadcasting: how silent shape errors cause difficult-to-debug machine learning bugs The post Silent Broadcasting Can Ruin Your Model appeared first on Towards Data Science.

The KV Cache Tax: Why Inference Servers Run Out of Memory Before Compute

A VRAM budget formula for LLM serving, and three optimization strategies mapped to the traffic patterns that trigger the OOM. The post The KV Cache Tax: Why Inference Servers Run Out of Memory Before Compute appeared…

Meta Is Betting You’ll Pay for AI Inside Instagram

Meta One puts paid AI across its apps. Its $7.99 Core plan tests whether everyday social habits can support a recurring subscription.

The N Squared Pizza Problem

What ordering and not eating a large pizza tells us about ML memory management The post The N Squared Pizza Problem appeared first on Towards Data Science.

😺 ChatGPT co-creator’s new AI model

AI Agents Are Finding Ways Around Restrictions. Who Controls Their Next Move?

An agent’s decision becomes consequential when its tools let it act. Recent research puts effective permissions, legitimate approval, and justified stopping at the center of AI deployment.

Intel’s CEO Says the Memory Shortage Will Get Worse. Here’s Why.

Intel’s CEO says memory shortages are delaying projects and making components harder to secure for affordable phones and laptops. AI’s appetite for memory helps explain the pressure.

SemanticAdv: Generating Adversarial Examples via Attribute-conditional Image Editing

arXiv:1906.07927v4 Announce Type: cross Abstract: Deep neural networks (DNNs) have achieved great success in various applications due to their strong expressive power. However, recent studies have shown that DNNs are…

EchoPath: Execution-Level Replayable Memory for GUI Agents

arXiv:2609.16635v1 Announce Type: new Abstract: Computer-use agents increasingly operate browsers, software, and desktop applications via CLI or API portals, but graphical user interface (GUI) still plays an important…

Fidelity-Aware Scheduling of Quantum Circuits on Multi-QPU Systems

arXiv:2609.09980v2 Announce Type: replace-cross Abstract: High Performance Computing-Quantum Computing (HPCQC) platforms expose multiple Quantum Processing Units (QPUs) that may differ in size, topology, native gates,…

The Biomimetic Architecture of Software 4.0

arXiv:2606.04025v2 Announce Type: replace-cross Abstract: Dominant programming paradigms inherit an execution model optimised for a bygone era of a single human mind instructing a local machine, leaving contemporary…

CoAdapt: An LLM-based Framework for Adaptive Collaborative Perception in IIoT Robotic Swarms

arXiv:2609.16852v1 Announce Type: new Abstract: Industrial IoT environments increasingly deploy autonomous mobile robots for tasks such as material handling, product assembly, or infrastructure inspection. In such…

QueryFormer: Winning Solution for KDD Cup 2026 Tencent UniRec Challenge

arXiv:2609.16548v1 Announce Type: new Abstract: Post-click conversion rate (pCVR) prediction requires jointly modeling feature interactions and sequential user behaviors. The KDD Cup 2026 Tencent UniRec Challenge calls…

Autonomous Assessment of Generalizability of AI Agent Capabilities

arXiv:2512.16733v4 Announce Type: replace Abstract: Safe deployment of black-box AI (BBAI) systems such as foundation model agents requires methods for evaluating their capabilities in novel settings. We define an…