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Google's AI Has Been Redesigning Its Own Hardware for a Year

TL;DR - AlphaEvolve shaved 0.7% off Google's global compute bill. Sounds tiny. At their scale that's thousands of servers and eight figures a year. - Next-gen TPU chips contain logic AlphaEvolve dreamed up. Engineers called it weird. Metrics said ship it. - Dual-model loop:

Cloudflare Cut 1,100 Jobs. AI Usage Surged 600%. One of These Things Is Related

May 7, 2026. Cloudflare reports Q1: $640M revenue, 34% YoY growth, 25 cents EPS (beat 23 cents expected). Great numbers. Same day: 1,100 people gone, 20% of workforce. Stock down 18% after hours. CEO Matthew Prince calls it an "agentic AI-first operating model." Points at 600% internal

SpaceX Just Filed for a $55 Billion Chip Plant. Your Inference Bill Doesn't Care

Filed May 7, 2026. SpaceX putting $55 billion into a Texas fab called Terafab. Grimes County. Could hit $119 billion across phases. That's not a typo. Intel manufacturing partner, 14A process node, custom GPUs for Grok and Tesla and SpaceX satellites, 1 terawatt per year output target. Weeks

DeepSeek Just Took $45 Billion. Here's Why Jensen Huang Is Worried

China's national semiconductor fund put money into an LLM company for the first time ever. That's the headline from DeepSeek's May 6, 2026 funding announcement. $3-4 billion raised at $45-50 billion valuation, Big Fund leading, Tencent and Alibaba in the round. The valuation was

Anthropic Rented Musk's GPUs. Your Claude Code Limits Just Changed

May 6, 2026. Anthropic announced three things at their dev conference and the internet lost its mind over the wrong one. Yes, they signed a deal with SpaceX. Yes, the same Elon Musk who called them "misanthropic and evil" is now their GPU landlord. Funny. But that'

OpenAI's New Model Halved Hallucinations. Here's Why That Number Is BS (And What Actually Matters)

GPT-5.5 Instant dropped May 5, 2026. 500 million ChatGPT users woke up with it by default. OpenAI's own numbers claim 52.5% fewer hallucinations on high-stakes prompts. Medicine, law, finance. That number sounds like the problem is solved. It isn't. Hallucinations have been blocking enterprise

OpenAI Raised $10 Billion to Sell AI to 2,000 Companies. Your Competition Got There First.

openAI closed a $10 billion joint venture on May 4. Nineteen private equity firms. TPG, Brookfield, Advent, SoftBank, Dragoneer. All of them. Engineers embedded inside 2,000+ portfolio companies before OpenAI's expected IPO. Anthropic announced a matching $1.5 billion play the same day with Blackstone, Goldman Sachs,

VS Code Flipped a Default. Your Commits Now Say Copilot Wrote Them.

One line. vS Code 1.118 shipped with `git.addAICoAuthor` set to "all" by default. Your editor started appending "Co-Authored-by: Copilot" to every commit you made. Even with Copilot disabled. Even with `chat.disableAIFeatures` set to true. You didn't ask for it. You weren&

GitHub Copilot Kills Flat-Rate Billing June 1. Your $10/Month Now Has a Cap.

$10 a month. That's what you pay for Copilot Pro. As of June 1, that's also exactly what you get in tokens. Not unlimited completions. Not a comfortable buffer. exactly ten dollars worth, and when it's gone, the assistant stops working mid-project. GitHub flipped

Xiaomi Built a Trillion-Parameter Coder for 4.3 Hours. Your API Bills Are Morphing.

4.3 hours. That's how long Xiaomi's MiMo-V2.5-Pro took to write a complete compiler from scratch. No team. No sprint planning. just a model pointed at an empty directory. One trillion and twenty billion parameters. Forty-two billion active per request. One million token context window.

Xiaomi Built a Compiler Over a Weekend. The API Pricing Model Died With It.

April 28th. That's when this dropped. Yeah, xiaomi's MiMo-V2.5-Pro hit Hugging Face. 1.02 trillion parameters, open weights, scored 78.9 on SWE-Bench Verified. Alibaba dropped Qwen3-Coder-Next the same day, 80B total, 3B active per token, matching DeepSeek V3.2's coding benchmark score.

The Week Inference Got Stupid Cheap

Your AI Coding Agent Leaks Secrets in PR Comments. The Fix Takes 15 Minutes.

Yeah, johns Hopkins researcher Aonan Guan dropped a malicious PR title. It hit Claude Code. Exfiltrated the Anthropic API key. Posted it to a public comment. Same payload against Gemini CLI, same result. GitHub Copilot, same. Three different vendors, one attack surface. Anthropic paid $100 for this. Nine-point-four CVSS. That&

Cerebras IPO Is Noise. The $1 Billion Move Behind It Matters.

Yeah, here's the number that actually got my attention. Not $40 billion. Not $4 billion. Not the roadshow starting Monday or the $10 billion in pre-orders or CBRS ticker. $1 billion. That's what OpenAI lent Cerebras. Plus warrants for 33.5 million shares. OpenAI didn'