SevenTnewS

LLM

6 published articles

DeepSeekFeatured2 min read

API economics

DeepSeek V4 drops in July with a pricing shift that will hurt if you code when the sun is up

DeepSeek V4 arrives mid-July with peak-load pricing. The API costs double during business hours, up to $1.74 per million output tokens, but off-peak rates can be a steal for cache-hit workloads.

2026-07-09

LLMs & Models1 min read

AI Model Release

MiniMax launches M2.7 model with strong software engineering and office productivity skills

MiniMax's M2.7 model delivers strong results in software engineering benchmarks and professional office tasks, with a 97% skill adherence rate on complex instructions and an ELO score of 1495 on GDPval-AA.

2026-07-08

Labs & Research5 min read

Artificial Intelligence

Ai2's EMO makes modular AI emerge from data, not human rules

Ai2's new MoE model, EMO, uses a novel training method that lets expert modules emerge naturally from data, enabling selective expert use with minimal performance loss. The model matches standard MoE performance on benchmarks while offering vastly improved modularity.

2026-07-07

NewsFeatured3 min read

Media & AI

AI-written news saves money and loses readers. The math doesn't work.

News outlets have embraced AI to churn out vast volumes of content, but early returns point to diminishing quality, reader distrust, and a looming feedback loop where AI text pollutes the data future models will train on.

2026-07-06

Phi-42 min read

Artificial Intelligence

Microsoft's Phi-4 Model Redefines Efficiency in Breakthrough Research

Microsoft's Phi-4 model achieves state-of-the-art efficiency, matching larger models in reasoning tasks with significantly fewer parameters. Published on May 15, 2025, the research paper reexamines assumptions about scaling laws in AI.

2026-07-03

DeepSeek3 min read

Artificial Intelligence

DeepSeek's new model makes efficiency the AI arms race front line

DeepSeek has released a new LLM that sharpens its competition with major AI labs by betting on efficiency over brute force. The model aims to offer strong performance with optimized resource usage, reflecting a broader industry pivot toward cost-effective AI.

2026-06-30