Delete Your Temperature Parameter: Why Self-Consistency Sampling Is Dead on Reasoning Models Like Gemini 3.5 Flash
Google's migration guide quietly killed the majority-vote trick you've leaned on for years. Here's what replaces it.
Pillar
Techniques
Chain-of-thought, few-shot, role prompting, structured output
35 articles • Page 1 of 4
Strip the 'Wait' Tokens: Two Papers Prove Your Reasoning Model Is Wasting Half Its Budget Thinking Out Loud
The NoWait technique cuts chain-of-thought length 27-51% with zero accuracy loss -- here's how to apply it in Claude, GPT, and Gemini
Adaptive Few-Shot Prompting: Use Semantic Retrieval to Pick Your Examples Instead of Hardcoding Them
New research shows dynamically selecting in-context examples by embedding similarity outperforms static few-shot by up to 7 BLEU -- here's how to build it
Context Engineering Is the New Prompt Engineering: How to Load Your LLM's RAM Like an Operating System
Karpathy was right -- the highest-leverage skill in 2026 isn't writing better prompts, it's deciding what goes into the context window and what stays out
Uncertainty Markers Double LLM Reasoning Accuracy: The Self-Correction Prompting Technique Google Doesn't Want You to Sleep On
Embedding hesitation cues like 'wait, let me verify' into your prompts activates built-in self-correction that chain-of-thought never could
Stop Copy-Pasting Prompts Between Models: Format-Native Prompting for Claude 4.7, GPT-5.5, and Gemini 3.1
Each frontier model parses structure differently -- XML, JSON, or markdown. Match the format, and output quality jumps measurably.
GPT-5.5's Seven-Part Prompt Schema: Why OpenAI Wants You to Delete Every Prompt You've Ever Written
OpenAI's new prompting guide kills personas, step-by-step, and emotional primers -- here's the minimal structure that actually works on reasoning models
Tuning Thinking Budgets: The Prompt Technique That Replaced Chain-of-Thought in Claude 4.7 and GPT-5.4
Stop writing 'think step by step'. Start setting token budgets that match the task.
What Leaked System Prompts From GPT-5.4, Claude 4.6, and Gemini 3.1 Teach You About Writing Your Own
The biggest AI labs just showed us their playbook -- here's how to steal their system prompt patterns for your own workflows