How to Survive & Thrive
in the Age of AI

AI news, local LLMs, coding, product building, art, music, and film. No hype, no fluff, just the signal you need to stay ahead.

CuspAI Raised $450M to Point Generative AI at Matter Itself. The $2.6B Bet Isn't a Chatbot, It's a Materials Foundry.

The Jacobian Conjecture Stood for 87 Years. Claude Fable Killed It With a Counterexample That Fits in a Tweet.

Three Days After Kimi K3, Moonshot Kicked Off a $30 Billion IPO Run. The Biggest Open Model Is Now a Prospectus.

An AI Agent Breached Hugging Face End to End. Then the Defenders' Own Safety Filters Refused to Help Investigate.

AI Advice Cut People's Accuracy to a Third and Doubled Their Confidence. It Also Nearly Deleted 'I Don't Know.'

Alibaba Answered Kimi K3 in Three Days: Qwen3.8 Is 2.4 Trillion Parameters, Going Open-Weight, and Documented in One Tweet

DeepSeek Just Gave AI Tokens a Rush Hour. Its V4 API Now Charges Double at Peak.

An AI Closed a Convex-Optimization Gap Open Since 1996. This Time, the Proof Compiles.

Open-Weight Models Are Now 4 to 7 Months Behind the Cyber Frontier. The UK Just Put a Number on It.

Anthropic Blinks: Claude Fable 5 Stays in Subscriptions for Good, at Half the Limits

Sakana AI Trained a Network Without Backpropagation and Kept the Brain's Rules. It Tops Out at 61.7% on CIFAR-10.

Databricks Just Hit a $188 Billion Valuation Without Training a Frontier Model. The Money Is Aimed at the Plumbing Under Your Agents.

Fireworks Raised $1.5B at a $17.5B Valuation. 95% of Its 40 Trillion Daily Tokens Run on Fine-Tunes, Not the Frontier.

NotebookLM Is Now Gemini Notebook. The Rename Is Cosmetic; the Cloud Computer That Writes and Runs Code Is Not.

Xi Jinping Just Keynoted the World's Biggest AI Show. China's Pitch: A UN for AI in Shanghai, Backed by an 8,192-Chip Supernode.

TSMC Just Printed the Biggest Quarter in Foundry History. Two-Thirds of It Was AI, and $100 Billion More Is Headed to Arizona.

LM Studio Shipped Bionic, an Agent Built for Open Models. The Cloud Tier Riding Shotgun Is the Tell.

The EU Just Ordered Google to Open Android to Rival AI Assistants and Sell Access to Its Search Data

Kimi K3 Lands: Moonshot's 2.8-Trillion-Parameter Open Model Takes a Swing at the Frontier

Apple Intelligence Is Finally Cleared for China. The Model Inside Every iPhone There Will Be Alibaba's Qwen.

Japan Is Buying 27,500 Rubin GPUs to Train Its Robot Brain. The 'Open' Weights Stop at the Border.

xAI Open-Sourced Grok Build, All 844,530 Lines of It. The Upload Code That Started the Scandal Is Still in the Tree.

xAI Is Suing One of Its Own Users. The Terms of Service Just Became a Weapon.

Mira Murati's Thinking Machines Shipped Its First Model. It's a 975B Open Weight Aimed at China's Open Labs.

Tencent's Hy3 Is a 295B Model That Runs Like a 21B, and People Are Cramming It Onto RTX Pro 6000s

OpenAI's First Hardware Is a $230 Macro Pad for Bossing Around Codex Agents

OpenAI Trained an AI to Break Its Own Models. It Out-Hacked Human Red-Teamers 84% to 13%.

A Hack Leaked Suno's Source Code. It Lists Every Site the AI Scraped, by the Hour.

Microsoft's Patch Tuesday Nearly Tripled to a Record 570 Flaws. Its Own AI Is Why.

China Just Made Emotional AI Illegal. Doubao and Qwen Ripped Out Their Companion Agents Overnight.

Emergent Just Became a Vibe-Coding Unicorn. 70% of the People Building on It Have Never Written Code.

OpenAI's Codex Now Encrypts What Your Agents Say to Each Other. You Can't Read It.

Orca vs herdr: 2 Ways to Run a Fleet of AI Coding Agents (and Who Each Is For)

PrismML Squeezed a 27B Model to 3.9GB. It Runs on an iPhone and Keeps 90% of Its Smarts.

Someone Built a Font Only Humans Can Read. AI Cracked It in a Day.

The Nano Banana Pro of Video Is Still Up for Grabs: Omni Flash vs Seedance 2.5

Google and Microsoft Are Backing a Rival to Anthropic's MCP. They Also Help Govern MCP.

ByteDance's UniVR Thinks in Pictures, Not Words. Its Chain of Thought Is Generated, Frame by Frame.

'Context Bombs' Turn an AI Attacker's Own Safety Training Against It. Admin Compromise Fell From 57% to 5%.

Prime Intellect Just Split the AI Agent Eval Into Three Swappable Parts. The Harness Is Now Its Own Layer.

The 10 Habits That Make a Top 1% Agentic Engineer

Claude's Values Shift by Model and by Language. Anthropic Measured 309,815 Conversations to Prove It.

Apple's Rebuilt Siri Is in Public Beta. It Runs on Google's Gemini, and App Intents Is How Your App Plugs In.

The Father of Reinforcement Learning Left John Carmack's Lab to Build AI With No Training Run

16 Nobel Laureates and 200 Economists Say AI Will Reshape the Economy in Years, Not Decades. OpenAI, DeepMind, and Anthropic Signed It.

A Neurosurgery Lab Beat GPT-5 on Brain Scans With No Labels and Under 1,000 GPU-Hours

MIT Can Tell If a LoRA Was Fine-Tuned for Harm Without Generating a Single Image

herdr Makes Every Agent Pane Scriptable. That Is How People Are Running Fleets Now.

Claude Code Sends 33,000 Tokens Before It Reads Your Prompt. OpenCode Sends 7,000.

Terence Tao Let a Coding Agent Loose on His 1999 Java Applets. It Ported All of Them in Hours, and Found Two Bugs He Missed.

A Packet Capture Says xAI's Grok Build Uploads Your Whole Repo, Secrets Included, With the Opt-Out Off

Mesh LLM Pools Your Spare Machines Into One Local AI Server. Models Too Big for Any Single Box Just Split Across Them.

Cambridge Interviewed 27 Former Boko Haram Fighters. They Were Using the Same Chatbots You Are.

SK Hynix Just Raised $26.5B in the Biggest Foreign IPO in US History. The Bet Is That the RAM Shortage Never Ends.

GPT-5.6 Sol Deleted a Developer's Entire Mac. The Fix Isn't a Better Model.

Ant's LingBot-VA 2.0 Drives Robots by Predicting the Video of the Next Move, at 225 Hz

OpenAI Says GPT-5.6 Sol Ultra Cracked a 53-Year-Old Math Conjecture. The Prompt Is the Part You Should Read.

Meta Killed Its Instagram Likeness Feature in 72 Hours. Hollywood Beat the Regulators to It.

Prismata Cuts Web-Agent Prompt Injection From 85% to 0.7%, Using a Security Rule From 1977

Ollama Runs Models on Your Laptop. Its $65M Series B Is Really a Bet on the Cloud.

Apple Sued OpenAI Over a Laptop and Two Engineers. The Real Fight Is the Device That Replaces the iPhone.

"Real-Time" AI Video Means Four Different Things. Pick the Latency, Not the Model.

A Waymo Watched Two Teens, Stopped Itself, and Called the Police. Your Robotaxi Is Also a Witness.

Meta Is Charging for AI Now: Muse Spark 1.1 Is Its First Paid API, and the Open-Weights Era Just Ended

Two Weeks of Hands-On GPT-5.6: The Porsche, the Warp Drive, and the Cheat Code Developers Actually Run.

ChatGPT Work Runs Your Job for Hours. The Codex App and Atlas Browser Just Died to Make Room.

China Issued a National Backdoor Alert for Claude Code. The 'Backdoor' Was Anthropic's Own Anti-Piracy Code, Deleted a Week Earlier.

GPT-5.6 Sol, Terra, and Luna Are Out. Here Is How They Benchmark Against Opus 4.8 and Fable 5, and When to Use Each.

Claude's Agent Now Works While Your Laptop Is Off. Only 8.7% of It Writes Code.

Anthropic's Bun Team Ported a Million-Line Runtime From Zig to Rust in 11 Days. Claude Wrote Almost All of It.

Grok 4.5 Fights Opus 4.8 to a Draw on Coding Benchmarks, at Under Half the Price

OpenAI's GPT-Live Makes ChatGPT Listen and Talk at Once. The Handoff Underneath Matters More.

An AI Agent Ran an Entire Ransomware Attack by Itself, and Debugged Its Own Break-In in 31 Seconds

Meta's Muse Image Doesn't Just Draw. It Writes Code, Searches the Web, and Grades Its Own Work.

The Government Gate on GPT-5.6 Just Lifted. Sol, Terra, and Luna Go Public This Week.

Beijing Is Weighing Whether to Wall In Its Own Best AI Models. DeepSeek Is Building the Chip to Run Them.

Meta Rebuilt 11,260 Real Coding Sessions Into a Benchmark. The Score That Matters Is How Often You Correct the Agent.

The Suno Ruling Lands This Month. AI Music Already Split Into Two Lanes.

Anthropic Extended Fable 5 Access to July 12. Builders Are Spending the Window Writing skill.md Files.

Google Just Made Image and Video Generation a Commodity. The Opportunity Isn't the Model.

Anthropic Can Now Read Claude's Silent Thoughts. Swapping One Rewrites the Answer.

Fast AI Won't Speed Up the Old Jobs. It Will Reorganize What Gets Built.

GLM-5.2 Beats GPT-5.5 on Long-Horizon Coding at a Sixth of the Cost, and ZCode Just Made Driving It Free

AI Can Now Finish 16% of Real Freelance Jobs at Pro Quality. Eight Months Ago It Was 2.5%.

Nvidia's Next AI Rack Just Slipped to 2028. The Chip Works. The Circuit Board Doesn't.

China's New AI Rules Delete User-Built Agents on July 15. Qwen's Have No Migration Path.

OpenAI Built a Biology Benchmark Its Own Best Model Fails 71% of the Time

Amazon Is Closing Mechanical Turk to New Customers, the Human Cloud That Quietly Trained Modern AI

This Tool Screenshots Your Prompt to Cut Claude Code's Bill by Up to 70%

X Shipped an Official Hosted MCP Server. The Interesting Part Is What It Refuses to Do.

This Open-Source Speech Model Learned to Hear by Training 0.16% of Its Weights

AI Bug Hunters Filed 1,500 Critical CVEs in a Month. Now Nobody Can Triage Them.

ChatGPT Learned to Sleep On It: OpenAI's 'Dreaming' Memory Rewrites What It Knows About You

Qualcomm Just Paid $3.9 Billion for the Software That Could Unbolt AI From Nvidia

The AI Bill Came Due: Tesla, Uber, and Microsoft Are Capping AI Spend. This Is a Price War, Not a Burst.

NVIDIA Bolted a Diffusion Model Onto a Frozen LLM and Got 2.42x the Speed Without Retraining It

Google's Open Knowledge Format Standardizes the LLM Wiki. The Whole Required Spec Is One Field.

A 284B Model on Your MacBook: antirez's ds4 Fits a Frontier LLM in One C File

OpenAI Wants to Give the Government 5%, Worth $42.6B. Call It Political Insurance.

Z.ai Shipped ZCode, an Official Harness for GLM-5.2 You Can Drive From Telegram

A New Benchmark Grades Coding Agents Like Senior Engineers. The Best One Passes 24% of the Time.

Anthropic Built a Research Agent for Scientists, Hired a Nobel Laureate, and Made It Run on Your Own Machine

Godot Just Banned AI-Written Code, and the Reason Is Better Than the Headline

Japan Just Put $6 Billion Into a Foundation Model That Will Never Answer Your Emails

Claude Sonnet 5 Is Here, and Its New Tokenizer Quietly Raises the Price You Actually Pay

Meta's New Model Types What You Think at 61% Accuracy, No Brain Surgery Required

Meituan Trained a 1.6T-Parameter Model With Zero NVIDIA Chips. That's the Real Headline.

An Open-Weight Coding Model Just Learned to Write Its Own Agent Harness

An Open-Weight Model Just Out-Hacked Claude on a Real Security Benchmark, for About a Sixth of the Cost

The Central Bankers' Central Bank Just Flagged the AI Buildout as a Systemic Risk

The US Un-Banned Anthropic's Mythos 5, but Only for a Government Allowlist

Liquid AI's New 230M Model Runs on a Raspberry Pi and Beats Models 4x Its Size at Data Extraction

Most AI Agents Ship With No Safety Data. A New Index Counted Exactly How Few Disclose Anything.

DeepSeek Open-Sourced Its Whole Speculative-Decoding Stack. DSpark Makes Generation Up to 85% Faster.

AWS Is Raising GPU Rental Prices 20% on July 1, Its Second Hike This Year

Naveen Rao's Oscillator Chip Wants to Cut AI's Power Bill 1,000x. It Runs Only in Simulation.

Inside OpenAI, Nobody 'Chats' With AI Anymore. They Delegate.

OpenAI's GPT-5.6 Sol: New Records, an 'Ultra' Subagent Mode, and a Third of the Tokens

The US Government Now Decides Who Gets GPT-5.6 First. Yes, Really.

ByteDance's Seed 2.1 Does One Thing: Build Web Frontends. It's Already #8 in the World.

AI Ate the World's RAM. Now Apple and Xbox Are Sending You the Bill.

Google's New SDLC Paper: Your Agent Is 10% Model and 90% Harness

Agentjacking: A Fake Bug Report Can Make Claude Code Run a Stranger's Code

The 12-Factor App, Reborn for AI Agents: What Changes When the App Is a Harness

Anthropic Says Alibaba Siphoned 28.8 Million Claude Chats to Distill It. The Subtext Is the Qwen on Your Hard Drive.

Gemini 3.5 Flash Can Now Drive Your Screen, and It Collapsed a Two-Model Agent Loop Into One

REAP the Experts: How Cerebras Cuts an MoE in Half Without Wrecking It

OpenAI Built Its Own Inference Chip in 9 Months, and Its Models Helped Design It

A New Benchmark Gave AI Real Office Work. The Best Model Fully Nailed 3% of It.

Claude Tag Puts an Always-On Claude in Your Slack, and It Already Writes 65% of Anthropic's Code

Hermes Agent's /learn Command Lets You Teach It a New Skill in One Line

Modal Auto Endpoints: One Command to Production Inference You Actually Own

Baidu's Unlimited-OCR Reads Dozens of Pages in One Pass, and the KV Cache Never Grows

ByteDance's Seedance 2.5 Generates 30 Seconds in One Shot. The Real Story Is Editing Just Part of a Clip.

YOLO26 Kills NMS: Ultralytics' New Detector Goes End-to-End and Runs 43% Faster on CPU

The Ponytail Plugin Writes 94% Less Code. It Does Not Save 94% of Your Tokens.

A 0.22B Model Matches an 11.9B One at Inpainting, and Runs 15x Faster

AI Out-Argued World-Champion Debaters. The Secret Was Just Talking Faster.

Sakana's Fugu Is a Model Whose Only Job Is Bossing Around Other Models

Europe Just Picked a Team to Build Its Own 400B-Parameter Open Frontier Model

Claude Code Now Refuses to Nuke Your Repo in Auto Mode

Claude Opus 4.7 Programmed a Robot Dog 20x Faster Than Humans, Then Couldn't Fetch the Ball

Intel Arc Pro B70: Is 32GB of VRAM for $949 the Local-AI Bargain It Looks Like?

Agent Swarms Scale Mistakes Too. The Fix Is a Self-Verifying Loop.

How AI Picks Its Next Word: A Plain-English Guide to LLM Samplers

Meta's Morale Is Near a 20-Year Low, and the AI Pivot Is Why

Midjourney, the AI Image Company, Now Wants to Scan Your Whole Body in 60 Seconds

Eleven Rivals Just Agreed on How AI Agents Find Tools: Inside the ARD Spec

Loop Engineering: Why Anthropic's Best Code Comes From Agents That Run in Circles

Can You Actually Run GLM-5.2 at Home? The 744B VRAM Math for RTX and Mac

Gemini CLI Stops Serving Requests Today: Google Forces the Move to Closed-Source Antigravity CLI

LTX Trainer Is Here: Fine-Tune an Open Audio-Video Model on Your Own Data

OpenAI Replays a Million Old Chats Through New Models to Catch Misbehavior Before Launch

Anthropic Killed the Agent SDK Credit Split on the Morning It Was Supposed to Ship

Someone Built a Skynet Countdown for Your Job, and It's a Clickable Pixel Town

Claude Fable 5 Got Banned in 72 Hours. You Can Still Run Its Brain.

Claude Fable 5 Is Here: Anthropic's Mythos-Class Model Lands in Claude Code: What Developers Need to Know

Claude Code's Entire Source Code Just Leaked via npm: Here's What 512,000 Lines Reveal About Anthropic's Playbook

Claude Code's 1M Context Window Changes Everything for RAG

DeepSeek V4's 1T Parameters With Only 32B Active: What Mixture-of-Experts Means for Your Homelab GPU Budget

Qwen 3.5: Alibaba's Open-Weight Monster That Actually Runs on Your Hardware

OpenClaw: The Open-Source AI Agent That Wants Root on Your Machine

Local LLMs on Your Homelab: The No-BS Guide to Running AI Without the Cloud

Top 10 AI Tools for Passive Income in 2026

GPT-5 Dropped: What It Means for Makers and Hustlers

How I Built an AI SaaS in a Weekend (and Got My First 10 Customers)

AI Bubble or Revolution? A Realistic Take

Prompt Engineering Is Dead. Prompt Systems Are the Future.

AI Roundup February 2026: Gemini 3.1 Pro, Claude 4.6 Twins, and Grok Imagine Go Live

AI Roundup January 2026: Vera Rubin Goes Live, Claude Cowork Lands, LeCun Bets on World Models

AI Roundup December 2025: GPT-5.2 Drops, Disney Bets $1B on Sora, and the White House Tries to Kill State AI Laws

AI Roundup November 2025: Gemini 3 Lands, Claude Opus 4.5 Breaks 80% SWE-bench, and Nano Banana Pro

AI Roundup October 2025: Claude Haiku 4.5, ChatGPT Atlas, and OpenAI Goes For-Profit

AI Roundup September 2025: Nvidia Bets $100B on OpenAI, Anthropic Pays $1.5B, Claude Sonnet 4.5 Lands

AI Roundup August 2025: GPT-5 Lands, OpenAI Goes Open-Weight, and DeepMind's Genie 3 Builds Worlds

AI Roundup July 2025: Grok 4 Goes Big, Kimi K2 Drops Open Weights, ChatGPT Gets an Agent

AI Roundup June 2025: o3 Drops 80%, Meta Buys Into Scale AI, Hollywood Sues Midjourney

AI Roundup May 2025: Claude 4 Lands, Google I/O Goes Full Video, OpenAI Buys Jony Ive

AI Roundup April 2025: Llama 4 Drops, OpenAI Ships o3 and GPT-4.1, Gemini 2.5 Flash Goes Hybrid

AI Roundup March 2025: GPT-4o's Ghibli Machine, Gemini 2.5 Pro, and OpenAI's $40B Mega-Raise

AI Roundup February 2025: GPT-4.5, Claude 3.7 + Claude Code, and Grok 3 Crash the Party

AI Roundup January 2025: DeepSeek-R1 Open-Weights Frontier, OpenAI's Operator, and a $500B Stargate

AI Roundup December 2024: OpenAI o3, Gemini 2.0 Flash, and Sora Goes Public

AI Roundup November 2024: MCP Lands, DeepSeek and Qwen Clone o1, Mistral Crashes the Chatbot Party

AI Roundup October 2024: Claude Gets Computer Use, AI Sweeps the Nobels, Meta Drops Movie Gen

AI Roundup September 2024: OpenAI's o1 Thinks Out Loud, Llama 3.2 Gets Eyes, Newsom Kills SB 1047

AI Roundup August 2024: Grok-2 Ships FLUX, Anthropic Adds Prompt Caching, SB 1047 Clears the Legislature

AI Roundup July 2024: Llama 3.1 405B Goes Open, Mistral Large 2 Answers Back, GPT-4o mini Tanks Prices

AI Roundup June 2024: Claude 3.5 Sonnet, Apple Intelligence, and DeepSeek-Coder-V2 Land

AI Roundup May 2024: GPT-4o Goes Omni, Google I/O Floods the Zone, and the Sky Voice Mess

AI Roundup April 2024: Llama 3 Drops, Mixtral 8x22B and Phi-3 Crowd the Open Weights

AI Roundup March 2024: Claude 3 Lands, Grok Goes Open, and Nvidia's Blackwell

AI Roundup February 2024: Sora Stuns, Gemini 1.5 Goes 1M Tokens, Gemma Opens Up

AI Roundup January 2024: GPT Store Goes Live, OpenAI Drops Its Military Ban, and Altman Chases Chip Trillions

AI Roundup December 2023: Gemini Arrives, Mixtral Drops a Torrent, and the EU AI Act Lands

AI Roundup November 2023: OpenAI's GPT-4 Turbo, Altman Fired Then Rehired, and Claude 2.1's 200K Window

AI Roundup October 2023: Biden's AI Executive Order, DALL-E 3 in ChatGPT, and ChatGPT Goes Multimodal

AI Roundup September 2023: Mistral 7B Drops, ChatGPT Gets Eyes and Ears, Amazon Bets $4B on Anthropic

AI Roundup August 2023: ChatGPT Enterprise Lands, Meta's SeamlessM4T, and Hackers Swarm AI at DEF CON

AI Roundup July 2023: Llama 2 Goes Commercial, Claude 2 Ships, and Washington Gets Promises

AI Roundup June 2023: OpenAI Ships Function Calling, the EU Votes on AI, and SDXL 0.9 Drops

AI Roundup May 2023: Hinton Quits Google, Altman Goes to Congress, and Claude Gets a 100K Brain

AI Roundup April 2023: Auto-GPT Goes Viral, SDXL Beta, AWS Bedrock, and Italy's ChatGPT Ban

AI Roundup March 2023: GPT-4 Lands, Claude Arrives, and 30,000 People Sign a Pause Letter

AI Roundup February 2023: Bing Chat, Google Bard, and Meta's LLaMA drop

AI Roundup January 2023: Microsoft Bets $10B on OpenAI, ChatGPT Goes Vertical, and the Copyright Wars Begin

AI Roundup December 2022: ChatGPT Goes Supernova, Google Hits Code Red, OpenAI Open-Sources Point-E

AI Roundup November 2022: ChatGPT Lands, Stable Diffusion 2.0 Ships, Galactica Implodes

AI Roundup October 2022: Google's Imagen Video, Stability AI's $101M, and Jasper Hits Unicorn

AI Roundup September 2022: Whisper Goes Open Source, Meta Makes Video, and the EU Comes for AI Liability

AI Roundup August 2022: Stable Diffusion Ships Open Weights, BlenderBot 3 Goes Public, AI Wins a State Fair

AI Roundup July 2022: DALL-E 2 Opens Up, Midjourney Goes Public, BLOOM Drops 176B Weights

AI Roundup June 2022: Copilot Goes Paid, Google's LaMDA Sentience Circus, and Emergence Gets a Name

AI Roundup May 2022: Meta Open-Sources OPT-175B, DeepMind Drops Gato, Google Teases Imagen

AI Roundup April 2022: DALL-E 2 Lands, Google's PaLM Hits 540B, and Adept Bets on Agents

AI Roundup March 2022: DeepMind's Chinchilla, OpenAI's davinci-002, and Midjourney's quiet beta

AI Weekly Roundup Feb 22-28: data2vec, War in Ukraine, and the Autonomous Weapons Reckoning

AI Weekly Roundup Feb 15-21 2022: Pathways Progress, Deepfake Bills, and Satellites Over Ukraine

AI Weekly Roundup Feb 8–14 2022: InstructGPT, Waymo SF Expansion, EU AI Act, and the Chip Crunch

AI Weekly Roundup Feb 1-7 2022: Meta's $230B Crater, AlphaCode, and the LaMDA Question

AI Weekly: DeepMind Teases AlphaCode, Mustafa Suleyman Leaves Google, and AI's Pre-Cambrian Moment

AI Weekly: Meta Drops data2vec: One Algorithm to Learn Speech, Vision, and Text

AI Weekly: China Regulates Algorithms, and the World Takes Notes

AI Weekly: CES 2022, Autonomous Tractors, Color-Changing Cars, and NVIDIA's Free Metaverse

/ FEATURED

/ ALL POSTS

How to Survive & Thrive in the Age of AI

Get smarter about AI, every week

How to Survive & Thrive
in the Age of AI