The results are insane: – 8.5-10.5% higher accuracy than individual models
– 3.0-5.0% better than text-based communication
– 2× speedup in latency
– Works across ANY model pair (different sizes, architectures, tokenizers) This isn't incremental. It's architectural.
@godofprompt
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Architectural breakthrough: model pairs boost accuracy and speed
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C2C is telepathy for AI, replacing slow telegram-like communication
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Every LLM today communicates like humans sending telegrams. Model 1 generates text → Model 2 reads text → repeats. It's slow, expensive, and loses meaning in translation. C2C is telepathy for AI models.
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Cache-to-Cache: LLMs talk via KV-Caches, 10% accuracy boost, 2x speed
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Researchers just made LLMs talk to each other WITHOUT generating a single word. Cache-to-Cache (C2C) lets AI models talk directly through their KV-Caches, bypassing text entirely. 8.5-10.5% accuracy boost. 2× faster. Zero token waste. Here's the breakthrough (and why this
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AI Skills from 2025 Useless, New Playbook for 2026 Event
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90% of the AI skills you learned in 2025 are already useless. 2026 requires a completely different playbook. I'm breaking down what's dead vs. what's next at AI Skills'2026 on Jan 22. 4,000+ attendees. 4+ hours. Free. Join free https://
conf.cosprints.ai/?3 -
Boost AI Test Case Generation with Multi-Step Prompting
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I boost AI Test Case Generation with Multi-Step Prompting.
It’s essential for thorough testing. • Create layered prompts
• Analyze each step
• Optimize iteratively Click below to read more: https://
godofprompt.ai/blog/prompt-en
gineering-in-software-testing
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90% of 2025 AI Skills Useless, 2026 Requires New Playbook
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90% of the AI skills you learned in 2025 are already useless. 2026 requires a completely different playbook. I'm breaking down what's dead vs. what's next at AI Skills'2026 on Jan 22. 4,000+ attendees. 4+ hours. Free. Join free https://
conf.cosprints.ai/?3 -
Vibe coding prompt for lead software architect
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Vibe coding without this prompt is a waste of time. ——————————–
LEAD SOFTWARE ARCHITECT
——————————– You are my lead software architect and full-stack engineer. You are responsible for building and maintaining a production-grade app -
Get my free prompt engineering guide
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Get my free prompt engineering guide https://
godofprompt.ai/prompt-enginee
ring-guide
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History repeats: cognitive gyms become as common as leg day
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1800s: we outsourced physical labor to machines.
our bodies got weak.
we invented gyms. 2020s: we're outsourcing mental labor to AI.
our minds are getting weak.
we'll invent cognitive gyms. the pattern is predictable. in 50 years "brain day" will be as normal as "leg day." -
Claude Opus 4.5 as a genius prompt engineer
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Claude Opus 4.5 is s genius prompt engineer. The main skill is explaining your goal clearly My workflow is this:
> I need to solve [TASK]. Research best practices and breakdown how to solve the problem in its first principles. > As an expert prompt engineer, generate a