All Updates
Page 801 of 803
February 11, 2026
Inference Scaling vs Larger Tasks
Distinguishes inference scaling from natural compute increases for bigger tasks in LLMs. Uses Pareto frontiers of compute budget vs. task time-horizon to analyze efficiency. Argues true scaling concerns arise only when exceeding human-equivalent costs inefficiently.
Inference Scaling vs Larger Tasks Clarified
Distinguishes rising LLM inference compute into larger tasks (human-like linear scaling) vs. true inefficiency beyond human cost fractions. Uses Pareto frontier of budget vs. 50% reliability time-horizon. Argues much progress is bigger tasks, not unsustainable scaling.
Orbital AI Economics Prove Brutal
A 1 GW orbital data center would cost $42.4 billion. This is nearly three times the cost of equivalent ground-based facilities. Highlights severe economic challenges for space-based AI.
Threads Unveils Dear Algo Feed Control
Meta launches Dear Algo, a new feature allowing Threads users to customize their feed. It adjusts content visibility based on what users want to see more or less of. This personalization tool aims to improve user experience on the platform.
Threads Launches Dear Algo Feed Control
Meta introduces Dear Algo, a new feature for Threads that lets users adjust their feed. Users can specify content they want to see more or less of. This enhances personalized browsing on the platform.
Meta Breaks Ground on 1GW AI Data Center
Meta is constructing a state-of-the-art 1GW data center in Lebanon, Indiana. This facility represents one of the company's largest infrastructure investments. It supports Meta's expanding AI initiatives.
Threads Adds 'Dear Algo' Feed Control
Threads launches 'Dear Algo' AI feature for feed personalization. Users instruct the algo on temporary content preferences. It allows specifying more or less of certain feed elements.
Microsoft VP: AI Transforms Startup Math
Amanda Silver, corporate VP at Microsoftβs CoreAI division, explains how AI alters the economics for startups. She focuses on tools for deploying apps and agentic systems in enterprises.
JiTTesting Revives Testing in Agentic Era
Agentic development accelerates code writing, review, and shipping, outpacing traditional testing. Meta introduces JiTTesting to enable faster, just-in-time bug detection as code lands. This evolves testing frameworks for modern development speeds.
JiTTesting Revives Agentic-Era Testing
Agentic software development accelerates code writing, reviewing, and shipping, outpacing traditional 50-year-old testing practices. Meta Engineering introduces JiTTesting to enable faster, real-time bug detection as code lands. This approach aims to evolve testing frameworks for modern development speeds.
Rabbit r1 Adds OpenClaw Support
Rabbit r1 AI gadget now ships with native OpenClaw integration. Users can plug in and run agents via voice. The device costs $199 and fits in a pocket.
Rabbit r1 Gains Native OpenClaw Support
Rabbit r1 now ships with native OpenClaw integration. The $199 AI gadget allows users to plug in, talk, and run agents on pocket-sized hardware. This enables seamless on-device AI agent execution.
Rabbit r1 Integrates OpenClaw
The $199 Rabbit r1 AI gadget now ships with native OpenClaw support. Users can plug in, talk, and run agents on pocket-sized hardware. This brings powerful agents to mobile devices.
Why Most Misuse SMOTE and How to Fix It
KDnuggets article exposes common SMOTE misuses for class imbalance. Provides keys to proper data oversampling. Guides users on the right implementation.
ChatGPT Launches Ads Pilot with Brands
OpenAI has launched an advertising pilot in ChatGPT featuring brands like Target, Ford, and Mazda. Ads appear only for free users and those on the $8/month Go plan, and are clearly labeled without influencing responses.
Monaco Launches AI-Native CRM Challenger
Former Founders Fund VC Sam Blond emerges from stealth with Monaco. It's an AI-native all-in-one CRM system aiming to disrupt Salesforce, backed by Collison brothers and Garry Tan.
Bedrock Throttling and Availability Guide
Robust error handling for throttling and service issues. Optimizes performance for new or mature apps. Practical guidelines included.
Swann Scales GenAI to Millions of IoT Devices
Swann Communications integrates generative AI into millions of IoT devices using Amazon Bedrock for intelligent notification filtering. The deployment showcases model selection strategies, cost optimization techniques, and scalable architectural patterns. This enables gen-AI capabilities at IoT scale.
Swann Deploys Gen AI to Millions of IoT Devices
Swann uses Amazon Bedrock for intelligent notification filtering across millions of IoT devices. Details model selection, cost optimization, and scalable architectures. Demonstrates gen AI at IoT scale.
PEPC System 2 Formal Language Evaluation
He Xin's PEPC system formalizes dialectical logic for dynamic concept evolution. It introduces mathematization for handling contradictions and sub-coherence in complex processes. Applications span strategy, AI, philosophy, forecasting, and cross-disciplinary modeling.