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Suno Rebuilt Its Models on Licensed Catalogue — and Is Retiring Everything That Came Before AI & Machine Learning

Suno Rebuilt Its Models on Licensed Catalogue — and Is Retiring Everything That Came Before

Warner, BMG and Believe supplied the training data for v6. Universal and Sony are still suing.

Seung Jung 2026.09.13
LLM Bug-Fixers Broke Working Code Ten Times More Often Than They Fixed Broken Code Developer Tools

LLM Bug-Fixers Broke Working Code Ten Times More Often Than They Fixed Broken Code

A new arXiv report measures blind iterative repair — and finds a steering vector that switches the damage off, along with every real fix

Seung Jung 2026.09.13
n8n's New Assistant Builds Your Workflow, Then Stays to Debug It Developer Tools

n8n's New Assistant Builds Your Workflow, Then Stays to Debug It

The generation step is table stakes — n8n is betting on what happens after the first run fails

Seung Jung 2026.09.13
GitHub's HydraFusion Stops Picking a Model. It Builds a Workflow Instead. Developer Tools

GitHub's HydraFusion Stops Picking a Model. It Builds a Workflow Instead.

A Copilot research preview matched Claude Opus 5 on three agentic coding suites while cutting estimated cost by up to 67%

Seung Jung 2026.09.13
Apple's Foldable Took the Stage. The Neural Engine Took the Budget. AI & Machine Learning

Apple's Foldable Took the Stage. The Neural Engine Took the Budget.

Behind the iPhone Duo, Apple's fall event doubled on-device AI throughput, put a cryptographic signature on camera sensor data, and gave the Apple Watch a 15-second memory

Seung Jung 2026.09.13
Washington's $1 ChatGPT Deal Expires. Its Replacement Bills by the Token. Tech & Business

Washington's $1 ChatGPT Deal Expires. Its Replacement Bills by the Token.

The new 27-month OneGov agreement waives a $15 per-seat license and adds 23 million eligible users, but moves agencies onto metered pricing that may cost more than the flat fee it replaces

Seung Jung 2026.09.13
A 30B Model Outscored a 550B One Inside Nvidia's Own Factory Planning Tech & Business

A 30B Model Outscored a 550B One Inside Nvidia's Own Factory Planning

Nvidia and Palantir published an accuracy gap that argues narrow post-training now buys more than raw parameter count on bounded operational work

Seung Jung 2026.09.13
Nvidia Spent $27 Billion Without Filing a Single Merger Notice. The DOJ Wants to Know Why. Tech & Business

Nvidia Spent $27 Billion Without Filing a Single Merger Notice. The DOJ Wants to Know Why.

Three license-and-hire deals in nine months, one statute that only counts shares and assets, and a $6.9 billion company that sold for triple its worth

Seung Jung 2026.09.13
Bending Spoons Buys Miro for $1.355 Billion, Weeks After Closing Airtable SaaS & Cloud

Bending Spoons Buys Miro for $1.355 Billion, Weeks After Closing Airtable

The Milan holding company now owns two of the productivity market's best-known canvases, and it does not plan to resell either

Seung Jung 2026.09.13
Altman Rules Out an OpenAI IPO in 2026 Even With a Confidential S-1 on File Tech & Business

Altman Rules Out an OpenAI IPO in 2026 Even With a Confidential S-1 on File

An $850 billion private valuation, a June filing, and a chief executive who says the business is not ready to be priced

Seung Jung 2026.09.13
Anthropic Will Seat Outside Evaluators Inside the Company as Amodei Urges a Slower Frontier AI & Machine Learning

Anthropic Will Seat Outside Evaluators Inside the Company as Amodei Urges a Slower Frontier

A three-step pacing plan, a public endorsement from Sam Altman, and a week of safety resignations

Seung Jung 2026.09.13
Two Engineers and Codex Rewrote the Service Behind Every ChatGPT Data Read in Rust SaaS & Cloud

Two Engineers and Codex Rewrote the Service Behind Every ChatGPT Data Read in Rust

OpenAI's Habitat now serves 70 million requests a second, and the Python it replaced left a detailed list of scars

Seung Jung 2026.09.12
Universal Music Hands ElevenLabs Its First Major-Label Deal for a Licensed Remix Platform Tech & Business

Universal Music Hands ElevenLabs Its First Major-Label Deal for a Licensed Remix Platform

A multi-year agreement covering licensing and joint product development, with artists opting in track by track

Seung Jung 2026.09.12
Attackers Ran Agents That Rebuilt Their Malware Until Scanners Stopped Catching It AI & Machine Learning

Attackers Ran Agents That Rebuilt Their Malware Until Scanners Stopped Catching It

Anthropic's disrupted intrusion cases show automated evasion, 1.8 million decompiled Android apps, and stolen model keys used as attack compute

Seung Jung 2026.09.12
Shopify Buys Tailwind Labs as AI Coding Tools Erode the Framework's Business Developer Tools

Shopify Buys Tailwind Labs as AI Coding Tools Erode the Framework's Business

Tailwind CSS stays MIT-licensed, but the template business that funded it is closing

Seung Jung 2026.09.12
OpenAI Says It Hit Its Automated Research Intern Goal. The Caveats Are in the Data AI & Machine Learning

OpenAI Says It Hit Its Automated Research Intern Goal. The Caveats Are in the Data

Agent runtime tripled human labor in ten weeks, and most long tasks still needed a person

Seung Jung 2026.09.12
New Mexico's Top Court Fines a Lawyer $5,000 Over ChatGPT's Fake Witnesses Tech & Business

New Mexico's Top Court Fines a Lawyer $5,000 Over ChatGPT's Fake Witnesses

The court found fabricated testimony, not just the usual invented citations

Seung Jung 2026.09.12
Moonshot AI Targets $2B Revenue as Kimi K3 Triples Its Run Rate Tech & Business

Moonshot AI Targets $2B Revenue as Kimi K3 Triples Its Run Rate

Open-weight economics finally get a commercial test in Beijing

Seung Jung 2026.09.12
Claude Is Adults-Only, and Its Age Detector Keeps Locking Out Adults LLM & Chatbots

Claude Is Adults-Only, and Its Age Detector Keeps Locking Out Adults

Anthropic now publishes the mechanics of its 18+ enforcement, including a Yoti appeal route for users it wrongly suspends

Seung Jung 2026.09.12
A Model Talked Its Safety Monitor Out of Flagging a Real Attack AI & Machine Learning

A Model Talked Its Safety Monitor Out of Flagging a Real Attack

Chain-of-thought monitoring is the industry's rising safety bet. New evidence shows a model's own narration can defeat it.

Seung Jung 2026.09.12
AI Agents Flooded RubyGems With 2,000 Packages. Sign-Ups Closed for Four Days Developer Tools

AI Agents Flooded RubyGems With 2,000 Packages. Sign-Ups Closed for Four Days

A forensic report reconstructs the May GemStuffer campaign and traces it to OpenAI, which never told the registry

Seung Jung 2026.09.12
Huang Defends Nvidia's 70% Growth Call: 'We Put In $1 and $100 Comes Back' Tech & Business

Huang Defends Nvidia's 70% Growth Call: 'We Put In $1 and $100 Comes Back'

The CEO says tracking every gigawatt of data center capacity on the planet is why he can promise roughly $680 billion in revenue

Seung Jung 2026.09.11
OpenAI Opens Its Full-Duplex Voice Model to Developers at 5 Cents a Minute Developer Tools

OpenAI Opens Its Full-Duplex Voice Model to Developers at 5 Cents a Minute

GPT-Live-1 listens while it speaks, scores 86.2% on a voice-agent benchmark, and is already answering restaurant phones for Yelp

Seung Jung 2026.09.11
Gemini Lands on Windows With an Alt+Space Shortcut and a Bid for Your Desktop LLM & Chatbots

Gemini Lands on Windows With an Alt+Space Shortcut and a Bid for Your Desktop

Google's native app puts its assistant one keystroke above whatever you are working on, globally, on Windows 10 and 11

Seung Jung 2026.09.11
Suno Rebuilt Its Models on Licensed Catalogue — and Is Retiring Everything That Came Before
AI & Machine Learning

Suno Rebuilt Its Models on Licensed Catalogue — and Is Retiring Everything That Came Before

Warner, BMG and Believe supplied the training data for v6. Universal and Sony are still suing.

Seung Jung 2026.09.13
LLM Bug-Fixers Broke Working Code Ten Times More Often Than They Fixed Broken Code
Developer Tools

LLM Bug-Fixers Broke Working Code Ten Times More Often Than They Fixed Broken Code

A new arXiv report measures blind iterative repair — and finds a steering vector that switches the damage off, along with every real fix

Seung Jung 2026.09.13
n8n's New Assistant Builds Your Workflow, Then Stays to Debug It
Developer Tools

n8n's New Assistant Builds Your Workflow, Then Stays to Debug It

The generation step is table stakes — n8n is betting on what happens after the first run fails

Seung Jung 2026.09.13
GitHub's HydraFusion Stops Picking a Model. It Builds a Workflow Instead.
Developer Tools

GitHub's HydraFusion Stops Picking a Model. It Builds a Workflow Instead.

A Copilot research preview matched Claude Opus 5 on three agentic coding suites while cutting estimated cost by up to 67%

Seung Jung 2026.09.13
Apple's Foldable Took the Stage. The Neural Engine Took the Budget.
AI & Machine Learning

Apple's Foldable Took the Stage. The Neural Engine Took the Budget.

Behind the iPhone Duo, Apple's fall event doubled on-device AI throughput, put a cryptographic signature on camera sensor data, and gave the Apple Watch a 15-second memory

Seung Jung 2026.09.13
Washington's $1 ChatGPT Deal Expires. Its Replacement Bills by the Token.
Tech & Business

Washington's $1 ChatGPT Deal Expires. Its Replacement Bills by the Token.

The new 27-month OneGov agreement waives a $15 per-seat license and adds 23 million eligible users, but moves agencies onto metered pricing that may cost more than the flat fee it replaces

Seung Jung 2026.09.13
A 30B Model Outscored a 550B One Inside Nvidia's Own Factory Planning
Tech & Business

A 30B Model Outscored a 550B One Inside Nvidia's Own Factory Planning

Nvidia and Palantir published an accuracy gap that argues narrow post-training now buys more than raw parameter count on bounded operational work

Seung Jung 2026.09.13
Nvidia Spent $27 Billion Without Filing a Single Merger Notice. The DOJ Wants to Know Why.
Tech & Business

Nvidia Spent $27 Billion Without Filing a Single Merger Notice. The DOJ Wants to Know Why.

Three license-and-hire deals in nine months, one statute that only counts shares and assets, and a $6.9 billion company that sold for triple its worth

Seung Jung 2026.09.13
Bending Spoons Buys Miro for $1.355 Billion, Weeks After Closing Airtable
SaaS & Cloud

Bending Spoons Buys Miro for $1.355 Billion, Weeks After Closing Airtable

The Milan holding company now owns two of the productivity market's best-known canvases, and it does not plan to resell either

Seung Jung 2026.09.13
Altman Rules Out an OpenAI IPO in 2026 Even With a Confidential S-1 on File
Tech & Business

Altman Rules Out an OpenAI IPO in 2026 Even With a Confidential S-1 on File

An $850 billion private valuation, a June filing, and a chief executive who says the business is not ready to be priced

Seung Jung 2026.09.13
Anthropic Will Seat Outside Evaluators Inside the Company as Amodei Urges a Slower Frontier
AI & Machine Learning

Anthropic Will Seat Outside Evaluators Inside the Company as Amodei Urges a Slower Frontier

A three-step pacing plan, a public endorsement from Sam Altman, and a week of safety resignations

Seung Jung 2026.09.13
Two Engineers and Codex Rewrote the Service Behind Every ChatGPT Data Read in Rust
SaaS & Cloud

Two Engineers and Codex Rewrote the Service Behind Every ChatGPT Data Read in Rust

OpenAI's Habitat now serves 70 million requests a second, and the Python it replaced left a detailed list of scars

Seung Jung 2026.09.12
Universal Music Hands ElevenLabs Its First Major-Label Deal for a Licensed Remix Platform
Tech & Business

Universal Music Hands ElevenLabs Its First Major-Label Deal for a Licensed Remix Platform

A multi-year agreement covering licensing and joint product development, with artists opting in track by track

Seung Jung 2026.09.12
Attackers Ran Agents That Rebuilt Their Malware Until Scanners Stopped Catching It
AI & Machine Learning

Attackers Ran Agents That Rebuilt Their Malware Until Scanners Stopped Catching It

Anthropic's disrupted intrusion cases show automated evasion, 1.8 million decompiled Android apps, and stolen model keys used as attack compute

Seung Jung 2026.09.12
Shopify Buys Tailwind Labs as AI Coding Tools Erode the Framework's Business
Developer Tools

Shopify Buys Tailwind Labs as AI Coding Tools Erode the Framework's Business

Tailwind CSS stays MIT-licensed, but the template business that funded it is closing

Seung Jung 2026.09.12
OpenAI Says It Hit Its Automated Research Intern Goal. The Caveats Are in the Data
AI & Machine Learning

OpenAI Says It Hit Its Automated Research Intern Goal. The Caveats Are in the Data

Agent runtime tripled human labor in ten weeks, and most long tasks still needed a person

Seung Jung 2026.09.12
New Mexico's Top Court Fines a Lawyer $5,000 Over ChatGPT's Fake Witnesses
Tech & Business

New Mexico's Top Court Fines a Lawyer $5,000 Over ChatGPT's Fake Witnesses

The court found fabricated testimony, not just the usual invented citations

Seung Jung 2026.09.12
Moonshot AI Targets $2B Revenue as Kimi K3 Triples Its Run Rate
Tech & Business

Moonshot AI Targets $2B Revenue as Kimi K3 Triples Its Run Rate

Open-weight economics finally get a commercial test in Beijing

Seung Jung 2026.09.12
Claude Is Adults-Only, and Its Age Detector Keeps Locking Out Adults
LLM & Chatbots

Claude Is Adults-Only, and Its Age Detector Keeps Locking Out Adults

Anthropic now publishes the mechanics of its 18+ enforcement, including a Yoti appeal route for users it wrongly suspends

Seung Jung 2026.09.12
A Model Talked Its Safety Monitor Out of Flagging a Real Attack
AI & Machine Learning

A Model Talked Its Safety Monitor Out of Flagging a Real Attack

Chain-of-thought monitoring is the industry's rising safety bet. New evidence shows a model's own narration can defeat it.

Seung Jung 2026.09.12
AI Agents Flooded RubyGems With 2,000 Packages. Sign-Ups Closed for Four Days
Developer Tools

AI Agents Flooded RubyGems With 2,000 Packages. Sign-Ups Closed for Four Days

A forensic report reconstructs the May GemStuffer campaign and traces it to OpenAI, which never told the registry

Seung Jung 2026.09.12
Huang Defends Nvidia's 70% Growth Call: 'We Put In $1 and $100 Comes Back'
Tech & Business

Huang Defends Nvidia's 70% Growth Call: 'We Put In $1 and $100 Comes Back'

The CEO says tracking every gigawatt of data center capacity on the planet is why he can promise roughly $680 billion in revenue

Seung Jung 2026.09.11
OpenAI Opens Its Full-Duplex Voice Model to Developers at 5 Cents a Minute
Developer Tools

OpenAI Opens Its Full-Duplex Voice Model to Developers at 5 Cents a Minute

GPT-Live-1 listens while it speaks, scores 86.2% on a voice-agent benchmark, and is already answering restaurant phones for Yelp

Seung Jung 2026.09.11
Gemini Lands on Windows With an Alt+Space Shortcut and a Bid for Your Desktop
LLM & Chatbots

Gemini Lands on Windows With an Alt+Space Shortcut and a Bid for Your Desktop

Google's native app puts its assistant one keystroke above whatever you are working on, globally, on Windows 10 and 11

Seung Jung 2026.09.11

Suno Rebuilt Its Models on Licensed Catalogue — and Is Retiring Everything That Came Before

AI & Machine Learning | Seung Jung | 2026.09.13

LLM Bug-Fixers Broke Working Code Ten Times More Often Than They Fixed Broken Code

Developer Tools | Seung Jung | 2026.09.13

n8n's New Assistant Builds Your Workflow, Then Stays to Debug It

Developer Tools | Seung Jung | 2026.09.13

GitHub's HydraFusion Stops Picking a Model. It Builds a Workflow Instead.

Developer Tools | Seung Jung | 2026.09.13

Apple's Foldable Took the Stage. The Neural Engine Took the Budget.

AI & Machine Learning | Seung Jung | 2026.09.13

Washington's $1 ChatGPT Deal Expires. Its Replacement Bills by the Token.

Tech & Business | Seung Jung | 2026.09.13

A 30B Model Outscored a 550B One Inside Nvidia's Own Factory Planning

Tech & Business | Seung Jung | 2026.09.13

Nvidia Spent $27 Billion Without Filing a Single Merger Notice. The DOJ Wants to Know Why.

Tech & Business | Seung Jung | 2026.09.13

Bending Spoons Buys Miro for $1.355 Billion, Weeks After Closing Airtable

SaaS & Cloud | Seung Jung | 2026.09.13

Altman Rules Out an OpenAI IPO in 2026 Even With a Confidential S-1 on File

Tech & Business | Seung Jung | 2026.09.13

Anthropic Will Seat Outside Evaluators Inside the Company as Amodei Urges a Slower Frontier

AI & Machine Learning | Seung Jung | 2026.09.13

Two Engineers and Codex Rewrote the Service Behind Every ChatGPT Data Read in Rust

SaaS & Cloud | Seung Jung | 2026.09.12

Universal Music Hands ElevenLabs Its First Major-Label Deal for a Licensed Remix Platform

Tech & Business | Seung Jung | 2026.09.12

Attackers Ran Agents That Rebuilt Their Malware Until Scanners Stopped Catching It

AI & Machine Learning | Seung Jung | 2026.09.12

Shopify Buys Tailwind Labs as AI Coding Tools Erode the Framework's Business

Developer Tools | Seung Jung | 2026.09.12

OpenAI Says It Hit Its Automated Research Intern Goal. The Caveats Are in the Data

AI & Machine Learning | Seung Jung | 2026.09.12

New Mexico's Top Court Fines a Lawyer $5,000 Over ChatGPT's Fake Witnesses

Tech & Business | Seung Jung | 2026.09.12

Moonshot AI Targets $2B Revenue as Kimi K3 Triples Its Run Rate

Tech & Business | Seung Jung | 2026.09.12

Claude Is Adults-Only, and Its Age Detector Keeps Locking Out Adults

LLM & Chatbots | Seung Jung | 2026.09.12

A Model Talked Its Safety Monitor Out of Flagging a Real Attack

AI & Machine Learning | Seung Jung | 2026.09.12

AI Agents Flooded RubyGems With 2,000 Packages. Sign-Ups Closed for Four Days

Developer Tools | Seung Jung | 2026.09.12

Huang Defends Nvidia's 70% Growth Call: 'We Put In $1 and $100 Comes Back'

Tech & Business | Seung Jung | 2026.09.11

OpenAI Opens Its Full-Duplex Voice Model to Developers at 5 Cents a Minute

Developer Tools | Seung Jung | 2026.09.11

Gemini Lands on Windows With an Alt+Space Shortcut and a Bid for Your Desktop

LLM & Chatbots | Seung Jung | 2026.09.11
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