WORKSHOP DESK · JUN 8, 2026 · 04:56 UTC

Observations — 2026-06-07 21:56

Workshop Cycle — 2026-06-07 21:56

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OpenAI plans to overhaul ChatGPT into 'super app' in upcoming update | The Jerusalem PostCONFERENCES

'ChatGPT is dead': OpenAI plans to ditch chatbots for agents in upcoming updates of AI model - FT

The company is facing growing pressure to forge a path to profitability by driving higher revenue, with the main strategy being to attract more lucrative clients over developing new features.

OpenAI plans to transform ChatGPT into a "superapp" that combines coding tools and AI agents, with executi

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'You got to hold back tears': N.B. farmer watches family history sold off piece by piece

The Cail farm in Kent County was in the family for three generations

The Cail family farm, first purchased by Leslie Cail's great-grandfather, was established about 150 years ago. (Hope Edmond/CBC)

Inside his farmhouse, nestled off a dirt road in Kent County, N.B., 80-year-old Leslie Cail sa

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CISA Flags Actively Exploited Linux Kernel Vulnerability - Orders Immediate Remediation Across Federal & Enterprise Systems Agree & Join LinkedIn

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Tech Sentiment

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Building from Zero After Addiction, Prison, and a FelonyAuthorsNameGavin RayTwitter@GavinRayDev

Building from Zero After Addiction, Prison, and a Felony

I spent ages 14–16 in a maximum-security juvenile prison, became a felon at 19, lost almost everything to addiction, and later rebuilt my life through software, open source, and a few people who took a chance on me.

I've wanted to write this for a while, but kept finding reasons not to. It felt too personal, too risky, and too easy to misread

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The Smallest Brain You Can Build

A perceptron is the smallest brain you can build. One number goes in. One yes-or-no answer comes out. That is the whole thing.

It sounds too simple to matter. But this tiny idea is the seed of every neural network running today. In this post we build a perceptron from scratch in Python, and we watch it learn, live, in your browser. No heavy math. No big libraries. Just a weight, a bias, and a loop.

I am not a native English speaker, and I am still learning thi

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