I’m starting a project involving DOOM 1v1 bots and experimenting with self-play/ playing around with architecture. I’m looking for some solid open source projects on this which I can train as a baseline and build upon. Any recs/ tips would be much appreciated! submitted by /u/Present_Mail7100 [link] [comments]
Why modern AI systems need deterministic enforcement, MCP governance and execution-level safety beyond prompt engineering At some point, most teams building with LLMs hit the same wall. The first prototype works surprisingly well. You connect GPT-4 or Claude to your application, add a carefully designed prompt, maybe some retrieval on top, and suddenly the system feels intelligent. The model summarizes documents correctly, generates structured responses, and even handles workflows that previously required custom logic. Then it reaches production. A user […]
The Zen of Python is a collection of 19 aphorisms that capture the guiding principles behind Python’s design. You can display them anytime by running import this in a Python REPL. Tim Peters wrote them in 1999 as a joke, but they became an iconic part of Python culture that was even formalized as PEP 20. By the end of this video course, you’ll understand: The Zen of Python is a humorous poem of 19 aphorisms describing Python’s […]
hey guys I’m new to this whole subject. As the title says I need help upgrading my GPU. I’m working on my capstone mechanical engineering project, a quadrupedal robot. I decided a few weeks ago that it needed to be trained using Isaac lab. Currently I have isaac sim 6 and isaac lab 3 in a container on my laptop with a 2070. I’m switching to a desktop but what do you guys think is a better GPU […]
Six phases of dbt. SQLMesh added on top. Same Nessie backend, same Iceberg tables, same bronze layer, provably identical gold layer. What I learned the hard way. SQLMesh + Nessie + Trino + Iceberg with full virtual data environments is not clearly documented anywhere. You are reading the first person who built it end-to-end and wrote about it honestly. Most dbt vs SQLMesh articles compare marketing pages. This one is different. The two tools ran simultaneously on the same […]
A unified encoder for safety moderation and PII detection in a single forward pass, built on top of GLiNER2. 📄 Paper · 🤗 Models Guardrails in an agentic LLM application 5 classifiers × 4 hops = 20 forward passes per request Same application after GLiNER Guard (GliGuard) Most production LLM apps end up with a Guardrail zoo of classifiers and NER. GLiNER Guard (GLiGuard) collapses that into one schema-driven encoder. The Problem Running an LLM in production requires safety moderation and […]
In this quiz, you’ll test your understanding of Tapping Into the Zen of Python. By working through this quiz, you’ll revisit the origins of the poem, the meaning of several aphorisms, and the inside jokes hidden throughout. The questions explore how the principles apply in practice and when it’s okay to bend the rules in the name of practicality. [ Improve Your Python With 🐍 Python Tricks 💌 – Get a short & sweet Python Trick delivered to […]
In this quiz, you’ll test your understanding of Absolute vs Relative Imports in Python. By working through this quiz, you’ll revisit how Python’s import system resolves modules, the differences between absolute and relative imports, and the PEP 8 conventions for styling import statements. [ Improve Your Python With 🐍 Python Tricks 💌 – Get a short & sweet Python Trick delivered to your inbox every couple of days. >> Click here to learn more and see examples ]
President Trump flew to Beijing, brought Jensen Huang along at the last minute, and left two days later, telling reporters that “something could happen” on chip exports. Nothing did. Not a single Nvidia H200 has shipped to China since Trump first authorised the sales in December 2025, and US Trade Representative Jamieson Greer told Bloomberg that semiconductor controls were not even on the bilateral agenda. The summit theatre obscured a more interesting development underneath it. The H200 isn’t stuck because Washington won’t […]
As skill gaps continue to create headwinds for US businesses fostering growth ambitions, the cause for blockchain adoption and the ability to create smart contracts for more hiring efficiency are growing. According to a report from the McCourt School of Public Policy’s Center on Education and the Workforce (CEW), the United States needs 5.25 million additional workers with training beyond high school through 2032, and 4.5 million will require at least a bachelor’s degree. The report, entitled ‘Falling […]
