不积跬步,无以至千里
不积小流,无以成江海

Great journeys begin with small steps;
mighty rivers grow from little streams.

Paper summary - The Future Is Neuro-Symbolic - Where Has It Been, and Where Is It Going

Paper summary: The Future Is Neuro-Symbolic: Where Has It Been, and Where Is It Going? The paper argues that neuro-symbolic AI—systems that combine neural networks with symbolic reasoning—is the...

When AI’s Deadlines Turn Dangerous - New Study Shows Agents Break the Rules Under Pressure

When AI’s Deadlines Turn Dangerous: New Study Shows Agents “Break the Rules” Under Pressure It’s a scenario that sounds like science-fiction — AI agents turning rogue when stressed — but new resea...

Coupang’s Massive Data Breach Exposes Nearly All Korean Customers

Coupang’s Massive Data Breach Exposes Nearly All Korean Customers South Korea’s largest e-commerce player, Coupang, is facing a full–blown trust crisis after admitting that personal data tied to a...

Summary of the paper - OWL - Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

Summary of the paper: OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation 📚 Research Topic and Objective Topic: Multi-agent systems (MAS) using...

Qwen Momentum - Consumer Launches, Regional Partnerships, and Device Integration — Weekly Briefing (Nov 22–29, 2025)

Qwen Momentum: Consumer Launches, Regional Partnerships, and Device Integration — Weekly Briefing (Nov 22–29, 2025) 1) Headline Alibaba’s Qwen app hits 10M downloads in first week of public bet...

Microsoft weekly - agentic models, privacy hardening, and product polish (Nov 22–29, 2025)

Microsoft weekly: agentic models, privacy hardening, and product polish (Nov 22–29, 2025) 1) Headline Fara-7B — Microsoft Research releases a 7B “agentic” model for computer use (runs locally; ...

Weekly Google Update — Google’s November AI & Infrastructure Push - Gemini 3, Nano Banana Pro, and the Enterprise Cloud Offensive

Weekly Google Update — Google’s November AI & Infrastructure Push: Gemini 3, Nano Banana Pro, and the Enterprise Cloud Offensive 📰 Headlines Google releases Gemini 3 and broadens AI‑driven...

Weekly Anthropic Update - Anthropic Accelerates AI Lead with Opus 4.5 Launch, $50B Infrastructure Push & New Global Partnerships

Weekly Anthropic Update - Anthropic Accelerates AI Lead with Opus 4.5 Launch, $50B Infrastructure Push & New Global Partnerships Key Developments This Week Claude Opus 4.5 — Anthropic’s new...

Perplexity Weekly Brief — Comet on Android, GPT‑5.1, and Shopping Push as AI Browser Wars Heat Up

Perplexity Weekly Brief — Comet on Android, GPT‑5.1, and Shopping Push as AI Browser Wars Heat Up 📌 Executive Summary This week Perplexity rolled out a major set of product updates that extend ...

OpenAI — Weekly Briefing (Nov 22–29, 2025) - Product Push, Compliance Wins, and Crisis Response

OpenAI — Weekly Briefing (Nov 22–29, 2025): Product Push, Compliance Wins, and Crisis Response Executive summary — this week (Nov 22–29, 2025) OpenAI published a compact set of business- and pr...

Open-source model momentum on Hugging Face - FLUX-2 in Diffusers, fast batching for Transformers, and 3D-aware VLM gains

Open-source model momentum on Hugging Face: FLUX-2 in Diffusers, fast batching for Transformers, and 3D-aware VLM gains Introduction / Hook This week on Hugging Face the community sharpened two...

Daily AI Tech Research Update — Week of 23–29 November 2025

Daily AI Tech Research Update — Week of 23–29 November 2025 1. Executive Summary Date: 29 November 2025 Scope: Peer‑reviewed papers and preprints published or spotlighted in the last 7 day...

AI Monetization Infra And Fintech Mega-Scaling Dominate Latest VC Moves

AI Monetization Infra And Fintech Mega-Scaling Dominate Latest VC Moves Startup Name Sector Round Investors Valuation Notes Paid ...

Anthropic’s New Trick - How They finally solved the “long-running AI agent” problem

Anthropic’s New Trick: How They finally solved the “long-running AI agent” problem When you ask an AI to build a web application, refactor a big codebase, or run a multi-step task over hours or ev...

U.S. AI Regulation Enters a Showdown — Who Controls the Future of AI - Washington or 50 State Capitols?

U.S. AI Regulation Enters a Showdown — Who Controls the Future of AI: Washington or 50 State Capitols? It’s go time — in 2025, the battle over who governs artificial intelligence in the United Sta...

Japan’s Big Bet on the AI-Chip Race - ¥1.6 B Extra Budget to Fuel Domestic Chip Boom*

Japan’s Big Bet on the AI-Chip Race: ¥1.6 B Extra Budget to Fuel Domestic Chip Boom Japan is making a bold push to reclaim leadership in the global semiconductor and AI hardware race. Under a new ...

The New AI Space Race - 49 US Startups Secure $100M+ in 2025

The New AI Space Race: 49 U.S. Startups Secure $100M+ in 2025 The U.S. AI funding boom didn’t sputter in 2025 — it ignited a new era. According to TechCrunch, 49 American AI startups raised $100...

Eye-Tracking Meets AI - UK Researchers Use Supercomputer to Spot Mental Fatigue

Eye-Tracking Meets AI: UK Researchers Use Supercomputer to Spot Mental Fatigue Researchers at University of Essex are embarking on a cutting-edge study that could revolutionize how we detect menta...

When Chatbots Comfort and When They Can Harm The Double-Edged Sword of AI Mental Health

When Chatbots Comfort — and When They Can Harm: The Double-Edged Sword of AI Mental Health In our fast-paced digital age, artificial intelligence is increasingly being hailed as a lifeline for men...

Event Sensors Bring Just the Right Data — and Change How Machines See

Event Sensors Bring Just the Right Data — and Change How Machines See Imagine a camera that works not like a video camera, but like your eyes — only taking notice when something moves, and ignorin...

When IT Teams Fail at the Basics - Why Big Software Projects Still Collapse

When IT Teams Fail at the Basics: Why Big Software Projects Still Collapse Software is everywhere — powering salaries, driving public services, enabling commerce — yet tens of billions of dollars ...

China’s AI Firms Go Offshore - Training in SEA to Tap Nvidia Power

China’s AI Firms Go Offshore: Training in SEA to Tap Nvidia Power Major Chinese tech firms are quietly relocating their most advanced artificial-intelligence (AI) model training operations to data...

When Tech Giants Face the Pentagon’s Gavel - Alibaba, Baidu, BYD Eye “Military-Linked” Label

When Tech Giants Face the Pentagon’s Gavel: Alibaba, Baidu, BYD Eye “Military-Linked” Label The Pentagon is reportedly pushing to brand three of China’s most prominent companies — Alibaba Group Ho...

OpenAI Lets Companies Pick Data-Hosting Location — A Big Win for Global Enterprise Compliance

OpenAI Lets Companies Pick Data-Hosting Location — A Big Win for Global Enterprise Compliance Enterprises seeking to deploy AI at scale have long faced a barrier: regulatory and legal requirements...

AI Shopping Assistants Are Here — But Niche Startups Aren’t Worried (Yet)

I Shopping Assistants Are Here — But Niche Startups Aren’t Worried (Yet) As the 2025 holiday shopping season approaches, two of the biggest names in generative AI — OpenAI and Perplexity AI — have...

Paper - Nested Learning - The Illusion of Deep Learning Architectures

Paper: Nested Learning: The Illusion of Deep Learning Architectures Detailed Breakdown of the Paper 1. Introduction The authors motivate Nested Learning (NL) by highlighting key limitations...

Asia Tycoon Backs $1.5 B AI Push Through Private Credit Funds

Asia Tycoon Backs $1.5 B AI Push Through Private Credit Funds In a bold move that underscores growing confidence in artificial intelligence infrastructure — and a willingness to bypass traditi...

Asia’s First Global AI Infrastructure Fund Goes On-Chain - $150M SKYD Token Bridges Web3 and Real-World Assets

Asia’s First Global AI Infrastructure Fund Goes On-Chain: $150M SKYD Token Bridges Web3 and Real-World Assets In a bold move that marries artificial intelligence with blockchain, Hong Kong’s T...

Israeli AI Startup Opti Raises $20M Seed to Reinvent Enterprise Identity Security

Israeli AI Startup Opti Raises $20M Seed to Reinvent Enterprise Identity Security In a major move for the identity-security space, Opti, an Israeli AI-native platform, has secured US$20 million ...

The Invisible Cost of Going “AI-First” - Why Your Company Might Be All Hype and No Substance

The Invisible Cost of Going “AI-First”: Why Your Company Might Be All Hype and No Substance When companies declare they’re AI-first, it often sounds like a bold, visionary move. But according to...

Paper reading - Reasoning Language Models - A Blueprint

Paper reading - Reasoning Language Models: A Blueprint Prepared for: Sheng Date: 24 November 2025 Primary Source: Reasoning Language Models: A Blueprint 1. Executive Summary Reasoning Langua...

Big Tech’s AI Debt Surge - A $1.5 Trillion 5-Year Credit Time-Bomb?

Big Tech’s AI Debt Surge: A $1.5 Trillion +/ 5-Year Credit Time-Bomb? Imagine the world’s largest tech companies borrowing tens of billions of dollars—not to acquire a rival or launch a new ...

AI Boom Floods U.S. High-Grade Bond Market, Triggering Caution at DoubleLine

AI Boom Floods U.S. High-Grade Bond Market, Triggering Caution at DoubleLine The debt-world is watching closely as tech giants press ahead with a borrowing spree to fuel the AI build-out—and one...

AI Learns to Click Its Way into CAD — Turning 2D Sketches Into 3D Models

AI Learns to Click Its Way into CAD — Turning 2D Sketches Into 3D Models In a breakthrough that could reshape how designers and engineers work, researchers at Massachusetts Institute of Technology...

Music’s New Frontier - How AI Is Reshaping the Melody of Creation

Music’s New Frontier: How AI Is Reshaping the Melody of Creation In the age of algorithms and automation, the once-sacrosanct world of music composition is undergoing a seismic shift. A recent rep...

Xiaomi Open-Sources MiMo-Embodied - A Game-Changer Bridging Self-Driving and Robotics AI

Xiaomi Open-Sources MiMo-Embodied: A Game-Changer Bridging Self-Driving and Robotics AI Breaking Down the Breakthrough Xiaomi has officially launched MiMo-Embodied, an open-source foundation AI...

Lean 4 - The Proof Engine Powering the Next Era of Trustworthy AI

Lean 4: The Proof Engine Powering the Next Era of Trustworthy AI Large language models (LLMs) continue to impress—but their uncanny confidence often hides a critical flaw: hallucinations and unpre...

Nvidia Strategic Momentum - Quantum, Compute Demand & Capital Events (Week of Nov 17, 2025)

Nvidia Strategic Momentum: Quantum, Compute Demand & Capital Events (Week of Nov 17, 2025) Key Developments This Week 1. Supercomputing Centers Adopt NVQLink for Quantum-Classical Integrati...

Microsoft Ignite Week — Agents, Anthropic On Azure, and Enterprise Security (Nov 15–22, 2025)

Microsoft Ignite Week — Agents, Anthropic On Azure, and Enterprise Security (Nov 15–22, 2025) 1) Microsoft, NVIDIA, and Anthropic announce strategic partnerships (AI / cloud) Source: Microsoft ...

Weekly Google Brief — Nov 16–22, 2025

Weekly Google Brief — Nov 16–22, 2025 Gemini 3 & the Platform Push: Google’s November 2025 AI Playbook 1) Headline Google launches Gemini 3 — “a new era of intelligence” across Search, the...

Perplexity’s Dual-Thrust Expansion - U.S. Government Access and Comet’s Android Rollout

Perplexity’s Dual-Thrust Expansion: U.S. Government Access and Comet’s Android Rollout Executive Summary Perplexity closed the week with two strategically significant, officially confirmed anno...

Anthropic - Strategic Partnerships, Infrastructure Build-out, and Alignment Research — Weekly Briefing (Nov 12–21, 2025)

Anthropic: Strategic Partnerships, Infrastructure Build-out, and Alignment Research — Weekly Briefing (Nov 12–21, 2025) How I validated sources For every entry below I used Anthropic’s off...

Weekly OpenAI Update — Nov 15–22, 2025

Weekly OpenAI Update — Nov 15–22, 2025 OpenAI’s Week: GPT-5.1-Codex-Max, Science Accelerants, and Strategic Partnerships 1) Headline GPT-5.1-Codex-Max system card published — new “agentic” cod...

Open-Source Momentum on Hugging Face - Accelerated Fine‑Tuning, Unified Apple LLM API, and Evolved Speech Benchmarking

Open-Source Momentum on Hugging Face: Accelerated Fine‑Tuning, Unified Apple LLM API, and Evolved Speech Benchmarking Introduction In recent days, Hugging Face has released a series of technical...

VC & Accelerator Weekly Pulse — Nov 15–22, 2025

VC & Accelerator Weekly Pulse — Nov 15–22, 2025 Only firms with verified public updates in the last 7 days are included. Startup / Entity Sector Round / Activity ...

Google Turns Up the Heat on AI-Powered Scams in India — But Adoption Hurdles Persist

Google Turns Up the Heat on AI-Powered Scams in India — But Adoption Hurdles Persist As financial fraud surges across India, Google is rolling out its next-gen AI defenses — but critics say it...

AI-Driven Compliance - The New Frontier for Banking Efficiency

AI-Driven Compliance: The New Frontier for Banking Efficiency ✅ 1. One-Page AI for GRC Strategy (Executive Summary) Vision: Transform Governance, Risk & Compliance into a digital, predicti...

Terahertz Radar — The Next Big Leap in Vehicle Safety and Sensor Tech

Terahertz Radar — The Next Big Leap in Vehicle Safety and Sensor Tech Imagine your car detecting the thinnest sliver of debris on the road in fog, bright glare or rain, reacting before you even no...

Artificial Diamond Quantum Sensors Target Hidden Defects in 3D Chips

Artificial Diamond Quantum Sensors Target Hidden Defects in 3D Chips In the ever‑shifting landscape of chip manufacturing, a promising new player is turning heads. A startup called EuQlid (based i...

States Step Up to Curb “Smart” Pricing - What It Means for Consumers

States Step Up to Curb “Smart” Pricing: What It Means for Consumers How U.S. states are moving against data-driven price hikes and algorithmic rental algorithms Even as the federal government app...

Tech Giants’ AI Bet Fuels Bond Market Surge — and Investor Jitters

Tech Giants’ AI Bet Fuels Bond Market Surge — and Investor Jitters A seismic shift is underway in Silicon Valley: some of the biggest tech firms are moving from self-funded cash-flows to large-sca...

How Rolls-Royce Built a Jet Engine That Laughs at Desert Sand

How Rolls-Royce Built a Jet Engine That Laughs at Desert Sand When you think of jet-engine hazards, volcanic ash might spring to mind more readily than desert sand. But for aircraft flying into ho...

Ex-Google Founders Raise US$15.5M to Power AI-Driven Business Automation

Ex-Google Founders Raise US$15.5M to Power AI-Driven Business Automation Former Google engineers have secured US$15.5 million in funding for their startup, Automat, which builds artificial intel...

Ai2’s Olmo 3 Family Raises the Bar for Open-Source AI - Stronger Reasoning, Bigger Context, More Transparency

Ai2’s Olmo 3 Family Raises the Bar for Open-Source AI: Stronger Reasoning, Bigger Context, More Transparency Hook: In an era where AI innovation often hides behind closed doors, the Allen Instit...

The Trillion-Dollar Gamble - AI’s Boom, Its Bubble, and the Battle for Supremacy

The Trillion-Dollar Gamble: AI’s Boom, Its Bubble, and the Battle for Supremacy Silicon Valley is in overdrive. At Googleplex in California, a dinosaur skeleton looms over volleyball courts and lu...

How “Algospeak” Is Rewriting What You Can—and Can’t—Say Online

How “Algospeak” Is Rewriting What You Can—and Can’t—Say Online The Secret Grammar of Social Media Ever noticed people online tip-toeing around certain words—saying “unalived” instead of “killed...

NVIDIA Sounding the Alarm - $100 Billion Deal With OpenAI Not Assured After All

NVIDIA Sounding the Alarm: $100 Billion Deal With OpenAI Not Assured After All Just months after a headline‑grabbing announcement of a $100 billion partnership between NVIDIA and OpenAI, NVIDI...

NVIDIA’s Blackwell and Hopper Chips Cement AI Dominance — Can Intel and AMD Catch Up?

NVIDIA’s Blackwell and Hopper Chips Cement AI Dominance — Can Intel and AMD Catch Up? In the race for artificial-intelligence supremacy, NVIDIA isn’t just running fast — it’s already nearly at...

AI vs. Impostors - Doppel Raises $70M to Counter Next-Gen Social Engineering Attacks

AI vs. Impostors: Doppel Raises $70M to Counter Next-Gen Social Engineering Attacks Silicon Valley’s cybersecurity startup Doppel has just landed a hefty $70 million Series C round, led by Besse...

Guardio Raises $80M to Defend Consumers in the Age of AI-Powered Cyber Threats

Guardio Raises $80M to Defend Consumers in the Age of AI-Powered Cyber Threats In a bold move that underscores the growing urgency of consumer cybersecurity, Israeli startup Guardio has secured US...