2026-09-15
Rolequiry
Know what to ask before you join Discussion | Link
I Argued With an Interviewer About Global Rate Limiting. Neither of Us Were Right
Global rate limiting has an unavoidable trade-off between coordination and overshoot. Here’s how leases, traffic skew, and sync windows shape the design.
Astra appears to perform belief-propagation-like inference without CoT
tl;dr I tested GPT-6 Astra on randomized Boolean logic problems. Astra can solve surprisingly complex logic problems without chain-of-thought, and its performance improves significantly with more filler tokens. Astra is...
Your ML Model Doesn’t Compete With the Market. It Competes With Other Models
In financial markets, being right isn’t enough. Learn why ML models lose their edge when competitors discover and trade on the same signals.
From Curiosity to Capability: Learning GPT-6 Astra and Claude Fable 5.1 With Cybersecurity Awareness
From advanced AI models to secure workflows, explore how GPT-6 Astra and Claude Fable 5.1 are shaping responsible AI adoption.
Terra Nova: Fear, Intelligence, and the AI Revolution
AI is creating a Terra Nova,a new world where intelligence is abundant, fear is widespread, and the rules of human relevance are being rewritten.
Vietnam’s Desire for a Digital Economy Faces an Uphill Battle
Vietnam’s digital asset ambitions face regulatory barriers, macroeconomic risks and stiff competition from Hong Kong and Singapore.
Terragrunt Parallel Apply in GitHub Actions: 2.7× Faster
How inDrive used dependency graphs and GitHub Actions for Terragrunt parallel apply, achieving 2.7× aggregate speedup over an estimated serial baseline.
The Man Who Built JavaScript—and the Internet That Turned on Him
This is the story of the making, the unmaking, and the return of the web's most stubborn architect.
How to think about LLM effort
We can think about the “effort” setting on an LLM as an input to both the model and the reward function applied to the model in RL.Reward = Reward_raw -...
It's Officially the End of an Era for Game of Thrones on HBO
The franchise has always been a hit on the streaming service until now.
Writing an ESP32 Bluetooth Printer Driver In Two Acts
[Bas BotBerg] wanted to use a portable Bluetooth thermal printer to run off reports on sensor data collected by an ESP32-C3 microcontroller. But as is so often the case these...
ESP-Mosaico
A modular development board built for agents Discussion | Link
COBOL dev won .Net hackathon with help from AI – and their CIO loves it
Australia Taxation Office sees footling with Copilot as a way to develop ‘muscles’ for real AI work
Evvery
Everyday AI meant for everyone. Discussion | Link
What the NetNut Takedown Reveals About Residential Proxy Sourcing
NetNut's takedown exposed a structural sourcing problem in residential proxies, and why owned infrastructure is what actually matters.
10 Near-Perfect Xbox 360 Games Nobody Played
Xbox 360 had a large library of hits, but some of its exclusive hidden gems didn't get the attention they deserved.
Steam Frame Australian price confirmed, and yes, there's a waitlist
The entry level model will set you back the same as the Steam Machine.
PeekPaste
Your clipboard, within reach Discussion | Link
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