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Bob M

GPT-5.5 Exploits Firebase Misconfigurations: Why Your $10/M Security Tool Fails

GPT-5.5 Exploits Firebase Misconfigurations: Why Your $10/M Security Tool Fails

Key Takeaways - GPT-5.5 cracked a misconfigured Firebase app 7 out of 10 attempts during a $1,500 red-team test across 13 LLMs. Gemini refused to try. - The attack reuses google-services.json extracted from a built APK to query production Firestore directly. No zero-day, no sophisticated bypass. Just

University of Toronto's AI Worm Bypasses Every Security Control You Paid For

University of Toronto's AI Worm Bypasses Every Security Control You Paid For

A worm built by University of Toronto researchers in June 2026 ran on a free open-weight model and spread through a simulated corporate network without a single human pulling strings. It seized control of each machine, cloned itself, and moved to the next one. Nobody typed a command. The entire

Google Dropped Gemma 4 12B and It Runs on Your 16GB Laptop

Google Dropped Gemma 4 12B and It Runs on Your 16GB Laptop

Key Takeaways - Gemma 4 12B uses an encoder-free architecture. Raw image patches and audio waveforms project directly into the LLM embedding space, no separate vision or audio encoder - Memory requirements: 26.7 GB in 16-bit, 13.4 GB in 8-bit, or 6.7 GB in 4-bit. Quantized versions

Google Dropped Gemma 4 12B and It Runs on Your 16GB Laptop

Google Dropped Gemma 4 12B and It Runs on Your 16GB Laptop

Key Takeaways - Gemma 4 12B uses an encoder-free architecture. Raw image patches and audio waveforms project directly into the LLM embedding space, no separate vision or audio encoder - Memory requirements: 26.7 GB in 16-bit, 13.4 GB in 8-bit, or 6.7 GB in 4-bit. Quantized versions

Microsoft Just Shipped Its Own AI Stack. Here's the Real Story

Microsoft Just Shipped Its Own AI Stack. Here's the Real Story

MAI-Code-1-Flash outperforms Haiku 4.5 by 16 points on SWE-Bench Pro. Ships as default in VS Code. No opt-in required. That's what happened at Build 2026. But the coverage missed the bigger shift underneath. Microsoft dropped seven MAI models. Trained from scratch. No distillation from OpenAI, Anthropic, or

OpenAI Turned Codex Into a SaaS Killer. Here's What Actually Changed.

OpenAI Turned Codex Into a SaaS Killer. Here's What Actually Changed.

Key Takeaways: - OpenAI Codex now has 5 million weekly users, with non-developers making up roughly 20% and adopting 3x faster than engineers. - The new Codex Sites feature lets non-technical users build live web apps from a single sentence. No developer, no deployment pipeline. - Six role-specific plugins bundle

Anthropic Filed for IPO. Here's What Actually Changes.

Anthropic Filed for IPO. Here's What Actually Changes.

TL;DR - Anthropic filed a confidential S-1 with the SEC on June 1, 2026, becoming the first major AI lab to formally begin the IPO process. - The company is valued at $965 billion following a $65 billion Series H round closed just days earlier. - No share count,