Tag: #efficiency
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 5 posts
Upcycling Pretrained Checkpoints into Long-Context Hybrids — What HyLo Proposes
Hybrid sequence models (attention plus linear/SSM blocks) suit long context, but until now most had to be pretrained from scratch. The April 2026 preprint HyLo proposes a recipe to 'upcycle' an already-trained Transforme
2026-07-11 · 5 min read #ai#llm#long-context#architecture#efficiencyChoosing How Much to Think Per Step: Ares and Adaptive Reasoning-Effort Routing
A practical look at Ares, a March 2026 preprint that treats reasoning effort as a per-step cost lever for LLM agents. A lightweight router reads the interaction history and predicts the lowest sufficient reasoning level
2026-07-11 · 4 min read #ai#agents#llm#efficiencyWork Smart: The Complete Productivity Guide for High Performers
From the 80/20 rule and Pomodoro to GTD, Deep Work, automation, and tool recommendations — everything high performers use to get more done in less time.
2026-03-17 · 17 min read #productivity#work-smart#time-management#focus#efficiencyTime Management Systems That Actually Work: GTD vs Time-Blocking vs Pomodoro
There is no perfect time management system. But there is one right for you. Compare GTD, time-blocking, Pomodoro, and the Eisenhower Matrix to find what fits your work style.
2026-03-17 · 8 min read #soft-skills#time-management#productivity#efficiency#2026-03Five Scientific Strategies for Effective Language Acquisition
Five practical strategies grounded in linguistics and cognitive science for learning a foreign language faster and more accurately.
2026-03-09 · 17 min read #culture#language-learning#polyglot#efficiency