Categories

Learn with Flutter

“I love painting birds. I call this Flutter Fairy because she’s so beautiful. Birds are just magical.” - Image by Tara Richardson

Atlas MongoDB Cluster Setup

Data migration from Azure CosmosDB to Atlas Cluster

Learn with Data Structure and Algorithm in Kotlin: Graphs

“Learning Kotlin is like enjoying a summer breeze: refreshing, simple, and a breath of fresh air for your programming skills.”

Learn with Data Structure and Algorithm in Kotlin: Sorting Algorithms

“Learning Kotlin is like enjoying a summer breeze: refreshing, simple, and a breath of fresh air for your programming skills.”

Learn with Data Structure and Algorithm in Kotlin: Trees

“Learning Kotlin is like enjoying a summer breeze: refreshing, simple, and a breath of fresh air for your programming skills.”

Learn with Data Structure and Algorithm in Kotlin: Elementary Data Structures

“Learning Kotlin is like enjoying a summer breeze: refreshing, simple, and a breath of fresh air for your programming skills.”

Learn with Data Structure and Algorithm in Kotlin

“Learning Kotlin is like enjoying a summer breeze: refreshing, simple, and a breath of fresh air for your programming skills.”

New Programming Languages Tour

Let’s learn programming in multi-lang mode. Since all languages are trying to express same things just in different grammars.

Code with Ktor and Auth0

This is the article trying to study: Ktor API with Auth0 Ktor API with Auth0 RBAC

Customize Spring Actuator MongoDB Health Check

Problems

Code Spring Cloud Gateway Circuitbreaker

“I paint with a brayer and press. A color lover with monochrome moods”. -Kathleen DeMeo

Code with Kubernetes Native Spring Boot

“I am interested in making the simple profound, always searching for that universal moment in the world around us. I draw inspiration for my landscape paintings from many places, it c...

Code with Azure ServiceBus in Spring Boot

“When we study Van Gogh with our students, we really mean that we’re studying the most well-known Van Gogh painting…Starry Night. We look at the texture, colors, and movement. We also...

Code with Spring Security OAuth2

The name of feature image is Peacock Girl, and Story of the painter

Using Claude Code to vibe troubleshooting TLS Secret Naming Issues in Kubernetes with Istio Ambient mode

“The best way to find out if you can trust somebody is to trust them.” - Ernest Hemingway. Sometimes in DevOps, the best way to find configuration issues is to trust the system will t...

🔧 Claude Code Troubleshooting Journal: TLS Secret Naming Issues in Kubernetes

🔧 Troubleshooting TLS Secret Naming Issues in Kubernetes

DevOps Journey

Logging

Setup Workstation

“Place which dreams come true “ - Art by painter Julia Makors

Howto setup Wireguard VPN

“Democracy cannot succeed unless those who express their choice are prepared to choose wisely. The real safeguard of democracy, therefore, is education.” - Franklin D. Roosevelt

Git Management

Multi github accountsGenerate your personal ssh key credentials

Troubleshooting Java Version Compatibility in Claude Desktop Configuration with MCP Server

“The art of troubleshooting lies not in avoiding errors, but in understanding and overcoming them.” — Adapted from the wisdom of countless innovators

New Programming Languages Tour

Let’s learn programming in multi-lang mode. Since all languages are trying to express same things just in different grammars.

Code Spring Cloud Gateway Circuitbreaker

“I paint with a brayer and press. A color lover with monochrome moods”. -Kathleen DeMeo

Learn with JVM Memory

“Whatever”. -referenced from here

Learn with Microservice Application Layer Protocols

“Oil painting of mountains in the Brecon Beacons, autumn-coloured purple by the weather-coarsed heather”. -referenced from here

Google Cloud Certified Professional Cloud Architect Journey

“I paint with a brayer and press. A color lover with monochrome moods”. -Kathleen DeMeo

Google Cloud Professional Cloud Architect Certification - 6 Terraform

“I paint with a brayer and press. A color lover with monochrome moods”. -Kathleen DeMeo

Google Cloud Professional Cloud Architect Certification - 5 Reliable Design

“I paint with a brayer and press. A color lover with monochrome moods”. -Kathleen DeMeo

Google Cloud Professional Cloud Architect Certification - 4 Kubernetes

“I paint with a brayer and press. A color lover with monochrome moods”. -Kathleen DeMeo

Google Cloud Professional Cloud Architect Certification - 3 Automation

“I paint with a brayer and press. A color lover with monochrome moods”. -Kathleen DeMeo

Google Cloud Professional Cloud Architect Certification - 2 Core

“I paint with a brayer and press. A color lover with monochrome moods”. -Kathleen DeMeo

Learn Spring Boot 3 with Micrometer

“Whatever”. -referenced from here

Google Launches Gemma 4: Agent-Ready Models from Mobile to Workstation

Google just released Gemma 4, calling it “the most intelligent open model series to date.” These models target complex reasoning and agent workflows, shipping under the Apache 2.0 lic...

Inside Claude Code: A Deep Architecture Analysis of 4,756 Source Files

Most people think they understand Claude Code after reading its system prompt. They’re wrong. The prompt is just the surface—beneath it lies a sophisticated engineering platform that ...

Claude Code Source Leak: Hidden Features, Security Architecture, and April Fools' Surprises

Anthropic just had a very public oops moment. A 60MB source map file accidentally shipped with Claude Code v2.1.88, exposing 1,906 source files—over 510,000 lines of production code—t...

The Anatomy of an Agent Harness

Agent = Model + Harness. While models get most of the attention, harness engineering is what transforms raw intelligence into practical work engines. LangChain’s deep dive explains wh...

Watch James Manyika talk AI and creativity with LL COOL J.

<img src=”https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Approved_thumbnail_with_logo.max-600x600.format-webp.webp”>In the latest episode of our Dialogues on ...

To Infinity and Beyond: Tool-Use Unlocks Length Generalization in State Space Models

State Space Models (SSMs) have become the leading alternative to Transformers for sequence modeling. Their primary advantage is efficiency in long-context and long-form generation, ...

Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting

Existing feed-forward 3D Gaussian Splatting methods predict pixel-aligned primitives, leading to a quadratic growth in primitive count as resolution increases. This fundamentally li...

GroundedPlanBench: Spatially grounded long-horizon task planning for robot manipulation

Athena: Intermediate Representations for Iterative Scaffolded App Generation with an LLM

It is challenging to generate the code for a complete user interface using a Large Language Model (LLM). User interfaces are complex and their implementations often consist of multi...

AsgardBench: A benchmark for visually grounded interactive planning

TurboQuant vs RaBitQ: An Academic Controversy in AI Compression Research

Google Research recently announced TurboQuant, a vector quantization algorithm that achieves impressive results: 6x memory reduction and 8x speedup with zero accuracy loss. The announ...

Claude Code Auto Mode: Balancing Safety and Autonomy

Anthropic introduces Auto Mode for Claude Code - an AI-powered risk classifier that automatically approves safe actions while flagging dangerous ones for human review. Solves approv...

How Anthropic Built Their Multi-Agent Research System: Architecture Lessons from Production

Claude’s new Research capabilities represent a significant evolution in AI agent architecture—moving from single-agent systems to coordinated multi-agent orchestration at production s...

Building Zero-Trust AI Factories: NVIDIA's Approach to Confidential Computing

As AI moves from experimentation to production, enterprises face a critical challenge: most data they need exists outside the public cloud. Patient records, market research, legacy sy...

NVIDIA NemoClaw: Enterprise-Grade Security for Autonomous AI Agents

The rise of autonomous AI agents has created a security paradox: agents need broad access to be useful, yet unrestricted access poses enormous risks. NVIDIA’s NemoClaw addresses this ...

OpenClaw 3.12: Major UI Overhaul, Speed Boost, and Enhanced Stability

OpenClaw just shipped two back-to-back releases (3.11 and 3.12) packed with real-world improvements. From a V2-level UI refresh to multimodal memory support and bulletproof failover...

Anthropic Launches The Anthropic Institute to Navigate AI's Societal Impact

Just yesterday, Anthropic announced the launch of The Anthropic Institute, a new initiative designed to tackle the monumental challenges that increasingly powerful AI systems will pos...

Claude AI Discovers 22 Firefox Vulnerabilities in Two Weeks

In a groundbreaking demonstration of AI’s potential in cybersecurity, Anthropic’s Claude Opus 4.6 discovered 22 vulnerabilities in Mozilla Firefox during a two-week collaboration—with...

Anthropic Stands Firm: When AI Ethics Meet National Security

In an unprecedented move that’s sending shockwaves through the AI industry, Anthropic has been designated as a “supply chain risk” to America’s national security by the Department of ...

The Potential of CoT for Reasoning: A Closer Look at Trace Dynamics

Chain-of-thought (CoT) prompting is a de-facto standard technique to elicit reasoning-like responses from large language models (LLMs), allowing them to spell out individual steps b...

See the whole picture and find the look with Circle to Search

<img src=”https://storage.googleapis.com/gweb-uniblog-publish-prod/images/FTL__Try_On_Blog_header.max-600x600.format-webp.webp”>We’ve updated Circle to Search so you can now e...

responsible-scaling-policy-v3

Policy Announcements Anthropic’s Responsible Scaling Policy: Version 3.0 Feb 24, 2026 Read the Responsible Scaling Policy We’re releasing the third version of our Responsible Scalin...

Nano Banana 2: Combining Pro capabilities with lightning-fast speed

<img src=”https://storage.googleapis.com/gweb-uniblog-publish-prod/images/NB2_Hero.max-600x600.format-webp.webp”>Our latest image generation model offers advanced world knowle...

detecting-and-preventing-distillation-attacks

Announcements Detecting and preventing distillation attacks Feb 23, 2026 We have identified industrial-scale campaigns by three AI laboratories—DeepSeek, Moonshot, and MiniMax—to il...

depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers

PyTorch \texttt{2.x} introduces a compiler designed to accelerate deep learning programs. However, for machine learning researchers, adapting to the PyTorch compiler to full potenti...

Constructive Circuit Amplification: Improving Math Reasoning in LLMs via Targeted Sub-Network Updates

Prior studies investigating the internal workings of LLMs have uncovered sparse subnetworks, often referred to as circuits, that are responsible for performing specific tasks. Addit...

Closing the Gap Between Text and Speech Understanding in LLMs

Large Language Models (LLMs) can be adapted to extend their text capabilities to speech inputs. However, these speech-adapted LLMs consistently underperform their text-based counter...

Build with Nano Banana 2, our best image generation and editing model

<img src=”https://storage.googleapis.com/gweb-uniblog-publish-prod/images/BuildWith_Hero.max-600x600.format-webp.webp”>Nano Banana 2 (Gemini 3.1 Flash Image) delivers Pro-leve...

Beyond a Single Extractor: Re-thinking HTML-to-Text Extraction for LLM Pretraining

One of the first pre-processing steps for constructing web-scale LLM pretraining datasets involves extracting text from HTML. Despite the immense diversity of web content, existing ...

AMUSE: Audio-Visual Benchmark and Alignment Framework for Agentic Multi-Speaker Understanding

Recent multimodal large language models (MLLMs) such as GPT-4o and Qwen3-Omni show strong perception but struggle in multi-speaker, dialogue-centric settings that demand agentic rea...

acquires-vercept

Announcements Anthropic acquires Vercept to advance Claude's computer use capabilities Feb 25, 2026 People are using Claude for increasingly complex work—writing and running code ac...

A.R.I.S.: Automated Recycling Identification System for E-Waste Classification Using Deep Learning

Traditional electronic recycling processes suffer from significant resource loss due to inadequate material separation and identification capabilities, limiting material recovery. W...

A more intelligent Android on Samsung Galaxy S26

<img src=”https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Blog_header_2096x1182_withoutte.max-600x600.format-webp.webp”>At Samsung Unpacked 2026, we showcased ...

Learning to Evict from Key-Value Cache

The growing size of Large Language Models (LLMs) makes efficient inference challenging, primarily due to the memory demands of the autoregressive Key-Value (KV) cache. Existing evic...

claude-sonnet-4-6

Product Introducing Claude Sonnet 4.6 Feb 17, 2026 Claude Sonnet 4.6 is our most capable Sonnet model yet . It’s a full upgrade of the model’s skills across coding, computer use, lo...

claude-code-security

Announcements Making frontier cybersecurity capabilities available to defenders Feb 20, 2026 Claude Code Security , a new capability built into Claude Code on the web, is now availa...

Claude Code Security Triggers $10B Cybersecurity Stock Crash: AI Disrupts Traditional Security Market

Anthropic’s release of Claude Code Security caused cybersecurity stocks to plummet, wiping out over $10 billion in market value overnight. CrowdStrike fell 6.5%, Cloudflare dropped ...

Making frontier cybersecurity capabilities available to defenders

Claude Code Security, a new capability built into Claude Code on the web, is now available in a limited research preview. It scans codebases for security vulnerabilities and suggest...

Anthropic Partners with CodePath: Bringing Claude to 20,000 Students at Community Colleges and HBCUs

Anthropic is partnering with CodePath, the nation’s largest provider of collegiate computer science education, to redesign its coding curriculum as AI reshapes software development. T...

The Speed Wars: Two Radically Different Approaches to Fast LLM Inference

Anthropic and OpenAI recently announced “fast mode” for their flagship coding models. Both promise dramatically faster inference, but they’re achieving it through radically different ...

When AI Agents Attack: The OpenClaw Security Crisis and Lessons Learned

OpenClaw, an open-source AI agent that achieved 100,000 GitHub stars in one week, faces severe security scrutiny after researchers discovered 512 vulnerabilities and an AI bot retal...

AI Under Attack: Google's Threat Intelligence Report on Adversarial AI Use

Google Threat Intelligence Group (GTIG) has released a comprehensive Q4 2025 report revealing how threat actors from North Korea, Iran, China, and Russia are weaponizing AI across the...

WebMCP: Chrome's New Standard for AI Agent-Website Interaction

Chrome introduces WebMCP, a new API standard that enables websites to expose structured tools for AI agents, revolutionizing how automated systems interact with web services. Now av...

donate-public-first-action

Policy Anthropic is donating $20 million to Public First Action Feb 12, 2026 AI will bring enormous benefits —for science, technology, medicine, economic growth, and much more. But ...

covering-electricity-price-increases

Policy Covering electricity price increases from our data centers Feb 11, 2026 As we continue to invest in American AI infrastructure , Anthropic will cover electricity price increa...

How Google's AI Is Making the Internet Safer for Kids: 5 Game-Changing Features

How Google’s AI Is Making the Internet Safer for Kids: 5 Game-Changing Features

How Google's AI Is Making the Internet Safer for Kids: 5 Game-Changing Features

How Google’s AI Is Making the Internet Safer for Kids: 5 Game-Changing Features

Helping kids and teens learn and grow online on Safer Internet Day

<img src=”https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Helpingkidsteens_Hero.max-600x600.format-webp.webp”>We’re sharing our latest updates designed to supp...

Mastering Claude Code: Essential Best Practices for AI-Powered Development

Mastering Claude Code: Essential Best Practices for AI-Powered Development

Building AI-Powered Biomechanics on Google Cloud: The Tech Stack Behind Team USA's Training Platform

How Google Cloud, DeepMind’s spatial intelligence, and Gemini combined to turn smartphones into professional biomechanics labs for Olympic athletes.

The AI Coding Wars Heat Up: Claude Opus 4.6 vs GPT-5.3-Codex

In a striking display of competitive AI development, Anthropic and OpenAI released major coding-focused models within 24 hours of each other this week. Claude Opus 4.6 and GPT-5.3-C...

The AI Coding Wars Heat Up: Claude Opus 4.6 vs GPT-5.3-Codex

In a striking display of competitive AI development, Anthropic and OpenAI released major coding-focused models within 24 hours of each other this week. Claude Opus 4.6 and GPT-5.3-C...

AI Engineering Tech Updates - August 2025

“The future of AI Engineering is not just about building models, but creating sustainable, scalable, and reliable AI systems that integrate seamlessly into production environments.”...

Claude Code: Prompt Engineering for Vibe Coding

The art of prompting lies not in asking the right questions, but in knowing how to ask them. — A developer’s guide to AI-assisted coding

The FIRE app - AI

“FIRE: Financial Independence, Retire Early.”

The FIRE app - Backend

“FIRE: Financial Independence, Retire Early.”

The FIRE app - Frontend

“FIRE: Financial Independence, Retire Early.”

The FIRE app - API

“FIRE: Financial Independence, Retire Early.”

The FIRE app - Infrastructure

“FIRE: Financial Independence, Retire Early.”

The FIRE app - Architecture

“FIRE: Financial Independence, Retire Early.”

The FIRE app - Setup

“FIRE: Financial Independence, Retire Early.”

The Journey to the FIRE app

“FIRE: Financial Independence, Retire Early.”

AI Journey

Prompt Engineering

Setup LLM Development Environment

“AI Development Environment” - A comprehensive guide to setting up your LLM development workspace

AI Engineering Tech Updates - August 2025

“The future of AI Engineering is not just about building models, but creating sustainable, scalable, and reliable AI systems that integrate seamlessly into production environments.”...

Claude Code: Prompt Engineering for Vibe Coding

The art of prompting lies not in asking the right questions, but in knowing how to ask them. — A developer’s guide to AI-assisted coding

Setup LLM Development Environment

“AI Development Environment” - A comprehensive guide to setting up your LLM development workspace

Weekly Journals

2024

The Journal - December 2024

“FIRE: Financial Independence, Retire Early.”

The Journal - November 2024

“FIRE: Financial Independence, Retire Early.”

The Journal - October 2024

“FIRE: Financial Independence, Retire Early.”

The Journal - week 2024/45

“FIRE: Financial Independence, Retire Early.”

How Anthropic Built Their Multi-Agent Research System: Architecture Lessons from Production

Claude’s new Research capabilities represent a significant evolution in AI agent architecture—moving from single-agent systems to coordinated multi-agent orchestration at production s...

NVIDIA NemoClaw: Enterprise-Grade Security for Autonomous AI Agents

The rise of autonomous AI agents has created a security paradox: agents need broad access to be useful, yet unrestricted access poses enormous risks. NVIDIA’s NemoClaw addresses this ...

Architecture Journey

“Any fool can write code that a computer can understand. Good programmers write code that humans can understand.” — Martin Fowler

New Programming Languages Tour

Let’s learn programming in multi-lang mode. Since all languages are trying to express same things just in different grammars.

Data Structure and Algorithm Journey

Data Structure and Algorithm in Kotlin

Learning GraphQL Client

“The best way to predict the future is to invent it.” — Alan Kay

Customize Spring Actuator MongoDB Health Check

Problems

Python语法入门教程

Python语法入门教程

🔧 Claude Code Troubleshooting Journal: TLS Secret Naming Issues in Kubernetes

🔧 Troubleshooting TLS Secret Naming Issues in Kubernetes

🔧 Claude Code Troubleshooting Journal: TLS Secret Naming Issues in Kubernetes

🔧 Troubleshooting TLS Secret Naming Issues in Kubernetes

Using Google Antigravity to vibe coding Modern Video Streaming Service with Spring Boot, FFmpeg, and ZLMediaKit

Building a Modern Video Streaming Service with Spring Boot, FFmpeg, and ZLMediaKit

Using Google Antigravity to vibe coding Modern Video Streaming Service with Spring Boot, FFmpeg, and ZLMediaKit

Building a Modern Video Streaming Service with Spring Boot, FFmpeg, and ZLMediaKit

Using Google Antigravity to vibe coding Modern Video Streaming Service with Spring Boot, FFmpeg, and ZLMediaKit

Building a Modern Video Streaming Service with Spring Boot, FFmpeg, and ZLMediaKit

Using Google Antigravity to vibe coding Modern Video Streaming Service with Spring Boot, FFmpeg, and ZLMediaKit

Building a Modern Video Streaming Service with Spring Boot, FFmpeg, and ZLMediaKit

The AI Coding Wars Heat Up: Claude Opus 4.6 vs GPT-5.3-Codex

In a striking display of competitive AI development, Anthropic and OpenAI released major coding-focused models within 24 hours of each other this week. Claude Opus 4.6 and GPT-5.3-C...

The AI Coding Wars Heat Up: Claude Opus 4.6 vs GPT-5.3-Codex

In a striking display of competitive AI development, Anthropic and OpenAI released major coding-focused models within 24 hours of each other this week. Claude Opus 4.6 and GPT-5.3-C...

The AI Coding Wars Heat Up: Claude Opus 4.6 vs GPT-5.3-Codex

In a striking display of competitive AI development, Anthropic and OpenAI released major coding-focused models within 24 hours of each other this week. Claude Opus 4.6 and GPT-5.3-C...

The AI Coding Wars Heat Up: Claude Opus 4.6 vs GPT-5.3-Codex

In a striking display of competitive AI development, Anthropic and OpenAI released major coding-focused models within 24 hours of each other this week. Claude Opus 4.6 and GPT-5.3-C...

SpaceX's Orbital Data Center Plan: A Deep Dive into Execution Reality

Introduction

Anthropic's Agent Teams: A Deep Dive into Building a C Compiler with Parallel AI Agents

Introduction

SpaceX's Orbital Data Center Plan: A Deep Dive into Execution Reality

Introduction

Anthropic's Agent Teams: A Deep Dive into Building a C Compiler with Parallel AI Agents

Introduction

Anthropic's Agent Teams: A Deep Dive into Building a C Compiler with Parallel AI Agents

Introduction

Anthropic's Agent Teams: A Deep Dive into Building a C Compiler with Parallel AI Agents

Introduction

SpaceX's Orbital Data Center Plan: A Deep Dive into Execution Reality

Introduction

SpaceX's Orbital Data Center Plan: A Deep Dive into Execution Reality

Introduction

The Anatomy of an Agent Harness

Agent = Model + Harness. While models get most of the attention, harness engineering is what transforms raw intelligence into practical work engines. LangChain’s deep dive explains wh...

Watch James Manyika talk AI and creativity with LL COOL J.

<img src=”https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Approved_thumbnail_with_logo.max-600x600.format-webp.webp”>In the latest episode of our Dialogues on ...

To Infinity and Beyond: Tool-Use Unlocks Length Generalization in State Space Models

State Space Models (SSMs) have become the leading alternative to Transformers for sequence modeling. Their primary advantage is efficiency in long-context and long-form generation, ...

Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting

Existing feed-forward 3D Gaussian Splatting methods predict pixel-aligned primitives, leading to a quadratic growth in primitive count as resolution increases. This fundamentally li...

GroundedPlanBench: Spatially grounded long-horizon task planning for robot manipulation

Athena: Intermediate Representations for Iterative Scaffolded App Generation with an LLM

It is challenging to generate the code for a complete user interface using a Large Language Model (LLM). User interfaces are complex and their implementations often consist of multi...

AsgardBench: A benchmark for visually grounded interactive planning

TurboQuant vs RaBitQ: An Academic Controversy in AI Compression Research

Google Research recently announced TurboQuant, a vector quantization algorithm that achieves impressive results: 6x memory reduction and 8x speedup with zero accuracy loss. The announ...

Claude Code Auto Mode: Balancing Safety and Autonomy

Anthropic introduces Auto Mode for Claude Code - an AI-powered risk classifier that automatically approves safe actions while flagging dangerous ones for human review. Solves approv...

Anthropic Launches The Anthropic Institute to Navigate AI's Societal Impact

Just yesterday, Anthropic announced the launch of The Anthropic Institute, a new initiative designed to tackle the monumental challenges that increasingly powerful AI systems will pos...

The Potential of CoT for Reasoning: A Closer Look at Trace Dynamics

Chain-of-thought (CoT) prompting is a de-facto standard technique to elicit reasoning-like responses from large language models (LLMs), allowing them to spell out individual steps b...

See the whole picture and find the look with Circle to Search

<img src=”https://storage.googleapis.com/gweb-uniblog-publish-prod/images/FTL__Try_On_Blog_header.max-600x600.format-webp.webp”>We’ve updated Circle to Search so you can now e...

responsible-scaling-policy-v3

Policy Announcements Anthropic’s Responsible Scaling Policy: Version 3.0 Feb 24, 2026 Read the Responsible Scaling Policy We’re releasing the third version of our Responsible Scalin...

Nano Banana 2: Combining Pro capabilities with lightning-fast speed

<img src=”https://storage.googleapis.com/gweb-uniblog-publish-prod/images/NB2_Hero.max-600x600.format-webp.webp”>Our latest image generation model offers advanced world knowle...

detecting-and-preventing-distillation-attacks

Announcements Detecting and preventing distillation attacks Feb 23, 2026 We have identified industrial-scale campaigns by three AI laboratories—DeepSeek, Moonshot, and MiniMax—to il...

depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers

PyTorch \texttt{2.x} introduces a compiler designed to accelerate deep learning programs. However, for machine learning researchers, adapting to the PyTorch compiler to full potenti...

Constructive Circuit Amplification: Improving Math Reasoning in LLMs via Targeted Sub-Network Updates

Prior studies investigating the internal workings of LLMs have uncovered sparse subnetworks, often referred to as circuits, that are responsible for performing specific tasks. Addit...

Closing the Gap Between Text and Speech Understanding in LLMs

Large Language Models (LLMs) can be adapted to extend their text capabilities to speech inputs. However, these speech-adapted LLMs consistently underperform their text-based counter...

Build with Nano Banana 2, our best image generation and editing model

<img src=”https://storage.googleapis.com/gweb-uniblog-publish-prod/images/BuildWith_Hero.max-600x600.format-webp.webp”>Nano Banana 2 (Gemini 3.1 Flash Image) delivers Pro-leve...

Beyond a Single Extractor: Re-thinking HTML-to-Text Extraction for LLM Pretraining

One of the first pre-processing steps for constructing web-scale LLM pretraining datasets involves extracting text from HTML. Despite the immense diversity of web content, existing ...

AMUSE: Audio-Visual Benchmark and Alignment Framework for Agentic Multi-Speaker Understanding

Recent multimodal large language models (MLLMs) such as GPT-4o and Qwen3-Omni show strong perception but struggle in multi-speaker, dialogue-centric settings that demand agentic rea...

acquires-vercept

Announcements Anthropic acquires Vercept to advance Claude's computer use capabilities Feb 25, 2026 People are using Claude for increasingly complex work—writing and running code ac...

A.R.I.S.: Automated Recycling Identification System for E-Waste Classification Using Deep Learning

Traditional electronic recycling processes suffer from significant resource loss due to inadequate material separation and identification capabilities, limiting material recovery. W...

A more intelligent Android on Samsung Galaxy S26

<img src=”https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Blog_header_2096x1182_withoutte.max-600x600.format-webp.webp”>At Samsung Unpacked 2026, we showcased ...

Learning to Evict from Key-Value Cache

The growing size of Large Language Models (LLMs) makes efficient inference challenging, primarily due to the memory demands of the autoregressive Key-Value (KV) cache. Existing evic...

claude-sonnet-4-6

Product Introducing Claude Sonnet 4.6 Feb 17, 2026 Claude Sonnet 4.6 is our most capable Sonnet model yet . It’s a full upgrade of the model’s skills across coding, computer use, lo...

claude-code-security

Announcements Making frontier cybersecurity capabilities available to defenders Feb 20, 2026 Claude Code Security , a new capability built into Claude Code on the web, is now availa...

Making frontier cybersecurity capabilities available to defenders

Claude Code Security, a new capability built into Claude Code on the web, is now available in a limited research preview. It scans codebases for security vulnerabilities and suggest...

The Speed Wars: Two Radically Different Approaches to Fast LLM Inference

Anthropic and OpenAI recently announced “fast mode” for their flagship coding models. Both promise dramatically faster inference, but they’re achieving it through radically different ...

When AI Agents Attack: The OpenClaw Security Crisis and Lessons Learned

OpenClaw, an open-source AI agent that achieved 100,000 GitHub stars in one week, faces severe security scrutiny after researchers discovered 512 vulnerabilities and an AI bot retal...

AI Under Attack: Google's Threat Intelligence Report on Adversarial AI Use

Google Threat Intelligence Group (GTIG) has released a comprehensive Q4 2025 report revealing how threat actors from North Korea, Iran, China, and Russia are weaponizing AI across the...

WebMCP: Chrome's New Standard for AI Agent-Website Interaction

Chrome introduces WebMCP, a new API standard that enables websites to expose structured tools for AI agents, revolutionizing how automated systems interact with web services. Now av...

donate-public-first-action

Policy Anthropic is donating $20 million to Public First Action Feb 12, 2026 AI will bring enormous benefits —for science, technology, medicine, economic growth, and much more. But ...

covering-electricity-price-increases

Policy Covering electricity price increases from our data centers Feb 11, 2026 As we continue to invest in American AI infrastructure , Anthropic will cover electricity price increa...

Helping kids and teens learn and grow online on Safer Internet Day

<img src=”https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Helpingkidsteens_Hero.max-600x600.format-webp.webp”>We’re sharing our latest updates designed to supp...

Building AI-Powered Biomechanics on Google Cloud: The Tech Stack Behind Team USA's Training Platform

How Google Cloud, DeepMind’s spatial intelligence, and Gemini combined to turn smartphones into professional biomechanics labs for Olympic athletes.

Mastering Claude Code: Essential Best Practices for AI-Powered Development

Mastering Claude Code: Essential Best Practices for AI-Powered Development

Mastering Claude Code: Essential Best Practices for AI-Powered Development

Mastering Claude Code: Essential Best Practices for AI-Powered Development

How Google's AI Is Making the Internet Safer for Kids: 5 Game-Changing Features

How Google’s AI Is Making the Internet Safer for Kids: 5 Game-Changing Features

How Google's AI Is Making the Internet Safer for Kids: 5 Game-Changing Features

How Google’s AI Is Making the Internet Safer for Kids: 5 Game-Changing Features

How Google's AI Is Making the Internet Safer for Kids: 5 Game-Changing Features

How Google’s AI Is Making the Internet Safer for Kids: 5 Game-Changing Features

How Google's AI Is Making the Internet Safer for Kids: 5 Game-Changing Features

How Google’s AI Is Making the Internet Safer for Kids: 5 Game-Changing Features

Anthropic Partners with CodePath: Bringing Claude to 20,000 Students at Community Colleges and HBCUs

Anthropic is partnering with CodePath, the nation’s largest provider of collegiate computer science education, to redesign its coding curriculum as AI reshapes software development. T...

Claude Code Security Triggers $10B Cybersecurity Stock Crash: AI Disrupts Traditional Security Market

Anthropic’s release of Claude Code Security caused cybersecurity stocks to plummet, wiping out over $10 billion in market value overnight. CrowdStrike fell 6.5%, Cloudflare dropped ...

Anthropic Stands Firm: When AI Ethics Meet National Security

In an unprecedented move that’s sending shockwaves through the AI industry, Anthropic has been designated as a “supply chain risk” to America’s national security by the Department of ...

Claude Code Source Leak: Hidden Features, Security Architecture, and April Fools' Surprises

Anthropic just had a very public oops moment. A 60MB source map file accidentally shipped with Claude Code v2.1.88, exposing 1,906 source files—over 510,000 lines of production code—t...

Building Zero-Trust AI Factories: NVIDIA's Approach to Confidential Computing

As AI moves from experimentation to production, enterprises face a critical challenge: most data they need exists outside the public cloud. Patient records, market research, legacy sy...

NVIDIA NemoClaw: Enterprise-Grade Security for Autonomous AI Agents

The rise of autonomous AI agents has created a security paradox: agents need broad access to be useful, yet unrestricted access poses enormous risks. NVIDIA’s NemoClaw addresses this ...

Claude AI Discovers 22 Firefox Vulnerabilities in Two Weeks

In a groundbreaking demonstration of AI’s potential in cybersecurity, Anthropic’s Claude Opus 4.6 discovered 22 vulnerabilities in Mozilla Firefox during a two-week collaboration—with...

OpenClaw 3.12: Major UI Overhaul, Speed Boost, and Enhanced Stability

OpenClaw just shipped two back-to-back releases (3.11 and 3.12) packed with real-world improvements. From a V2-level UI refresh to multimodal memory support and bulletproof failover...

OpenClaw 3.12: Major UI Overhaul, Speed Boost, and Enhanced Stability

OpenClaw just shipped two back-to-back releases (3.11 and 3.12) packed with real-world improvements. From a V2-level UI refresh to multimodal memory support and bulletproof failover...

Building Zero-Trust AI Factories: NVIDIA's Approach to Confidential Computing

As AI moves from experimentation to production, enterprises face a critical challenge: most data they need exists outside the public cloud. Patient records, market research, legacy sy...

Inside Claude Code: A Deep Architecture Analysis of 4,756 Source Files

Most people think they understand Claude Code after reading its system prompt. They’re wrong. The prompt is just the surface—beneath it lies a sophisticated engineering platform that ...

How Anthropic Built Their Multi-Agent Research System: Architecture Lessons from Production

Claude’s new Research capabilities represent a significant evolution in AI agent architecture—moving from single-agent systems to coordinated multi-agent orchestration at production s...

TurboQuant vs RaBitQ: An Academic Controversy in AI Compression Research

Google Research recently announced TurboQuant, a vector quantization algorithm that achieves impressive results: 6x memory reduction and 8x speedup with zero accuracy loss. The announ...

Claude Code Source Leak: Hidden Features, Security Architecture, and April Fools' Surprises

Anthropic just had a very public oops moment. A 60MB source map file accidentally shipped with Claude Code v2.1.88, exposing 1,906 source files—over 510,000 lines of production code—t...

Inside Claude Code: A Deep Architecture Analysis of 4,756 Source Files

Most people think they understand Claude Code after reading its system prompt. They’re wrong. The prompt is just the surface—beneath it lies a sophisticated engineering platform that ...

Google Launches Gemma 4: Agent-Ready Models from Mobile to Workstation

Google just released Gemma 4, calling it “the most intelligent open model series to date.” These models target complex reasoning and agent workflows, shipping under the Apache 2.0 lic...

Google Launches Gemma 4: Agent-Ready Models from Mobile to Workstation

Google just released Gemma 4, calling it “the most intelligent open model series to date.” These models target complex reasoning and agent workflows, shipping under the Apache 2.0 lic...