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Two Agents, Not Five
AI helped me ship more this summer. Learning to stop has been harder.Continue reading on Medium »
“You’re getting more.” More than when?
Anthropic announced a 25% increase and a 17% cut in the same thread. Both were true. Call it Baseline Laundering.Continue reading on Medium »
What Should Programmers Do While AI Writes the Code?
AI can write code surprisingly fast.Continue reading on Medium »
Google’s AI Was Told to Attack a Fake Company.
A Gemini model accidentally gained internet access during testing, found leaked credentials online, and used them to breach three real Continue reading on Medium »
Google’s new transcription model scores 2.6% WER and still rewrites what you said
Gemini 3.5 Transcribe went into public preview on 26 August. Word error rate of 2.6% non-streaming and 4.0% streaming, per Artificial Continue reading on Medium »
Why Amānah Cannot Be Delegated to a Non-Human Agent
Humankind s role as trusted inheritors of the earth now includes AIContinue reading on Medium »
How LLMs Got Smarter: What Seven Years of Model Releases Actually Teach You
The transformer barely changed between 2018 and 2026. Almost all of the capability gain came from four factors arriving in sequence and Continue reading on Medium »
Best Banks in the USA for Savings and Checking Accounts in 2026
With so many financial institutions available, finding the right option can be overwhelming. I have put together a comprehensive guide to Continue reading on Medium »
The 19% Slowdown Everyone Cites Comes From a Study Its Own Authors Can No Longer Reproduce
What METR s 2025 study, its murky 2026 rerun, and the Stack Overflow trust data actually tell us about AI coding toolsContinue reading on ILLUMINATION »
From Software Engineer to AI Engineer: A Practical Roadmap for 2027
You don t need to stop being a Software Engineer to become an AI Engineer. You need to extend your software engineering foundation into AI Continue reading on Medium »
GPT-6 Astra Makes the Prompt the Least Interesting Part
Its real productivity advantage appears after the instruction, when one task has to survive research, tools, revisions, and final review.Continue reading on Medium »
HOW AI BECAME OUR REAL-LIFE DOREAEMON
When I was little, I used to dream of a magical shortcut to make math problems disappear in no time.Continue reading on Medium »