Tag: #research
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 5 posts
What the Research Shows: Interpreter Training, Cognitive Ability, and the Deliberate Practice Debate
A survey of the research on whether interpreter training actually changes working memory and executive function. Where a meta-analysis and a systematic review reached different conclusions, the difference between cross-s
2026-08-16 · 16 min read #english#interpreting#research#evidence#deliberate-practiceWhat LLMs Cannot Do Is Not the Proof, It Is Setting Up the Premise
The ICML 2026 position paper Position: LLMs can not jump argues that generative AI has mastered induction and is rapidly conquering deduction, yet remains structurally unable to reach abduction, the act of producing a ne
2026-08-09 · 8 min read #ai#llm#reasoning#abduction#researchCan an Imitation Machine Discover — The Sutton Provocation and the RL Counterattack
Rich Sutton, the godfather of reinforcement learning, set the community ablaze in June 2026 by arguing that generative AI trained with supervised learning is an imitation model and therefore limited for genuinely new sci
2026-06-12 · 22 min read #ai#reinforcement-learning#llm#research#ai-agentLLM Landmark Papers Roundup 2026 - Transformer / Scaling Laws / Flash Attention / Mamba / DeepSeek-R1 / Titans Deep Dive
From the 2017 Attention Is All You Need paper to 2026 Titans and DeepSeek-R1, a thematic roundup of the 50+ landmark papers that built the LLM era. Transformer, BERT, GPT 1-3, Scaling Laws, Chinchilla, InstructGPT, PaLM,
2026-05-16 · 21 min read #llm-papers#transformer#scaling-laws#flash-attention#mambaGreat Topics to Ask NotebookLM: Research Playbook (2026-03 Update)
A consolidated guide of all recommended NotebookLM research topics so far. Includes question frameworks that scale across tech, history, industry, geopolitics, and general knowledge.
2026-03-07 · 6 min read #notebooklm#research#ai#study#prompt-ideas