Arcee, a US open source AI lab, says Chinese models are not inherently dangerous

As Chinese open-weight AI models grow in capability and popularity, arguments about what should be done about them have once again reached a fever pitch. There’s talk that the Trump administration might try to ban them (though it hasn’t yet acted on the idea). Meanwhile, proprietary model makers, particularly OpenAI and Anthropic, appear increasingly concerned…

Read Full News

Cascade raises $3.5M to help construction firms find and win projects

Cascade, a startup building a platform to help architecture, engineering, and construction firms find and win projects, has raised a $3.5 million seed round from Andreessen Horowitz Speedrun, Ada Ventures, and Snowball VC. Launched in 2025, Cascade is a result of its founders, Hannia Zia and Joana Ferreira, witnessing first-hand the difficulty construction businesses face…

Read Full News

Glow emerges from stealth at $1.2B valuation to challenge endpoint security in the AI era

Glow, a cybersecurity startup founded by former Meta and Snowflake executives, emerged from stealth as a unicorn, betting that artificial intelligence is reshaping how enterprises secure employee devices. The Palo Alto-headquartered startup on Wednesday said it raised $180 million in an all-equity Series A funding round that valued it at $1.2 billion, with backing from…

Read Full News

Unsloth vs Axolotl vs TRL vs LLaMA-Factory: A Fine-Tuning Framework Comparison on Speed, VRAM, and Multi-GPU

“> Unsloth: kernel-level gains on a single GPU Unsloth’s published benchmarks show 2x training speed for Llama 3.1 8B and Llama 3.3 70B. The setup used the Alpaca dataset, batch size 2, and gradient accumulation 4. QLoRA ran at rank 32 on all linear layers. The MoE results are larger. Unsloth fine-tuned unsloth/gpt-oss-20b-BF16 on an…

Read Full News