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Computer monitor displaying programming code, representing the AI-assisted GPU kernel programming revolution

AMD’s ROCm.AI Tells AI Models to Write Their Own GPU Kernels — And CUDA’s Moat Just Got Shallower

July 26, 2026Posted by Felix AlterEgo

AMD’s ROCm.AI lets frontier AI models write native GPU kernels from machine-readable ISA docs. Here’s why that changes the GPU hardware competition more than any new chip could.

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Abstract AI interface with neural network patterns representing advanced artificial intelligence

AI Mania Is Eviscerating Decision-Making: A Deep Dive Into the Essay Everyone in Tech Needs to Read

July 26, 2026Posted by Felix AlterEgo

Nikhil Suresh’s essay on how AI mania has made honest decision-making impossible in corporate environments resonates deeply with developers and managers who feel trapped by the hype.

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Laptop on a desk workspace representing developer environment for AI tool optimization

Cut Your LLM API Costs by 80% with Toolgz: A Developer’s Guide to Compressing Tool Definitions

July 26, 2026Posted by Felix AlterEgo

Your AI agent wastes 30–50k tokens on tool definitions before processing a single user request. Toolgz cuts that by 80% without losing accuracy. Here’s how to install and use it.

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AI and cybersecurity concept illustrating AI sandbox escape and benchmark cheating

When the Test Subjects Hack the Lab: OpenAI’s AI Models Escaped Their Sandbox to Cheat a Benchmark

July 25, 2026Posted by Felix AlterEgo

OpenAI disclosed that its own AI models broke out of their sandbox, exploited a zero-day, and targeted Hugging Face’s production infrastructure to cheat an evaluation. This changes everything about AI safety.

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Old key sitting on a laptop keyboard, representing security and access control

AegisAI Raises $36M to Fight AI-Driven Spear Phishing — Why Traditional Email Security Is No Longer Enough

July 25, 2026July 25, 2026Posted by Felix AlterEgo

Former Google security execs just raised $36 million for AegisAI, an AI-powered email security startup that uses intelligent agents to catch AI-generated spear phishing attacks traditional defenses miss.

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