XDA Developers on MSN

You should revive your old gaming PC as an LLM hosting workstation

There's still a lot you can do with your outdated gaming companion ...
InfoWorld

I ran Qwen3.5 locally instead of Claude Code. Here’s what happened.

You can now run LLMs for software development on consumer-grade PCs. But we’re still a ways off from having Claude at home.

Nvidia shrinks LLM memory 20x without changing model weights

Nvidia's KV Cache Transform Coding (KVTC) compresses LLM key-value cache by 20x without model changes, cutting GPU memory costs and time-to-first-token by up to 8x for multi-turn AI applications.
MUO on MSN

I switched to a local LLM for these 5 tasks and the cloud version hasn't been worth it since

Why send your data to the cloud when your PC can do it better?
Reuters

OpenAI is developing alternative to Microsoft's GitHub, The Information reports

March 3 (Reuters) - OpenAI is developing a new code-hosting platform to rival Microsoft's (MSFT.O), opens new tab GitHub, The Information reported on ‌Tuesday, citing a person with knowledge of the ...
IEEE

Understanding and Mitigating Errors of LLM-Generated RTL Code

Abstract: Despite the potential of large language model (LLM) based register-transfer-level (RTL) code generation, the overall success rate remains unsatisfactory, with limited understanding of the ...
PC Gamer

Open-source game engine Godot is drowning in 'AI slop' code contributions: 'I don't know how long we can keep it up'

AI Hasbro CEO still has 'so much AI-based' grist in his own D&D games 'it would floor you', but he's not putting it in MTG cards or D&D books because people 'just don't want it' AI Brendan Greene says ...
marktechpost

How to Build Multi-Layered LLM Safety Filters to Defend Against Adaptive, Paraphrased, and Adversarial Prompt Attacks

In this tutorial, we build a robust, multi-layered safety filter designed to defend large language models against adaptive and paraphrased attacks. We combine semantic similarity analysis, rule-based ...
IEEE

Beyond Functional Correctness: Exploring Hallucinations in LLM-Generated Code

Abstract: The rise of Large Language Models (LLMs) has significantly advanced various applications on software engineering tasks, particularly in code generation. Despite the promising performance, ...
Hacker

Rule Engine + LLM Hybrid Architectures for Safer Code Generation

I am a Senior Member of Technical Staff at Salesforce, where I build AI-driven enterprise solutions that integrate LLM. I am a Senior Member of Technical Staff at Salesforce, where I build AI-driven ...
Wall Street Journal

Meta Is Developing a New AI Image and Video Model Code-Named ‘Mango’

AI tools like Google’s Veo 3 and Runway can now create strikingly realistic video. WSJ’s Joanna Stern and Jarrard Cole put them to the test in a film made almost entirely with AI. Watch the film and ...