Sora has a 30 video limit now? bruh

A recent survey said 78% of employees are using personal AI tools at work. If that's you: • Never include client names • Use placeholder data • Create an "AI sandbox" folder • Focus on frameworks, not specifics Your IT department knows, just make it safe instead.

Summary - The 3 Levels: Level 1: RACE Framework (you're now here) Level 2: Self-evaluation loops Level 3: Reverse engineering Start with Level 1 today. (Follow for more AI techniques that actually work)

After AI responds, ask: "Rate your answer 1-10 and tell me what's missing" Then YOU rate it: "I'd give this a 6 - needs more specific examples" The AI learns YOUR standards. Every prompt after gets better. This alone 10x'd my results.

Advanced technique 0.1% know: End every prompt with: "Identify 3 weaknesses in your response" AI tells you what's wrong. Say "Fix those issues" Perfect output in 2 steps, not 10. But my real secret sauce 👀→

Here's a tip that nobody talks about: Add "think step by step" to ANY prompt. Just those 4 words improve accuracy by 40%. I've tested this on dozens of prompts. It works every single time. But here's what really blew my mind →

❌ What most people write: "Help with sales pitch" ✅ Using RACE: Role: "You are a top B2B sales strategist at Salesforce" Action: "Create a pitch for enterprise software" Context: "Decision maker is skeptical CTO, budget meeting tomorrow" Execute: "3 bullets, focus on ROI"

Most people type "help me write an email" and get garbage back. Power users get 3x better results with four words: R - Role A - Action C - Context E - Execute Let me show you the difference this makes →

I just watched someone turn a 2-hour task into 10 minutes using AI. The difference? They used a simple framework that 99% of people don't know. It works with ChatGPT, Claude, Gemini - any AI. Here's the RACE framework that changes everything:

78% of employees are using personal AI tools at work. If that's you: - Never include client names - Use placeholder data - Create an "AI sandbox" folder - Focus on frameworks, not specifics Your IT department knows. Make it safe instead.

Stop writing vague prompts. Start using RACE: Role – “You are a financial analyst…” Action – “Analyze Q4 revenue trends…” Context – “For board slides, focus on margins…” Execute – “3 bullets, max 100 words.” Include “think step by step” at the end → instant accuracy boost.

Blockchain isn’t always essential to your AI stack. ✅ Use it when: -Agents need shared, tamper-proof memory -You want verifiable logs/provenance -A2A payments or marketplaces matter -DID or permissioning is key 🚫 Avoid it for: -Closed models -Fully trusted internal workflows

https://t.co/5ITK0LqucL

quality > quantity had a great experience at IC3’s 10 year anniversary talking to prominent researchers and leading innovators!

Enjoying all these sessions on defi, rwa. zk and all the research topics! thanks for the invite, @initc3org

chapgpt is down…

IC3 Camp (Day 1) recap: Manuel Vidigueira, research engineer at @Chainlink, presented “Simple and Secure State Synchronization" He argued that archiving full state is costly and makes rehashing impractical, especially since there's no way to incrementally verify changes. To

When autonomous agents go mainstream, we’ll all get more free time. The real question is: how will we use it? Most will scroll more, brainrot faster. Few will build, create, and reinvent themselves. The gap between these two groups will become even wider.

I’ve usually been the one asking the q’s…how the tables have turned. First panel conversation at the AI & Finance Conference! thanks for the invite @JamielSheikh!

Hot take: Today’s “autonomous agents” are just hyped up Zapier automations. No reasoning, no trust...just fancy to-do lists on autopilot.