🧵 Hidden Gems in Evo 2’s Paper

A groundbreaking biological foundation model trained on 9.3 trillion DNA base pairs. It autonomously detects exons, transcription factor sites, and even protein structures—without being told. This is self-supervised learning at the DNA level.

🧵 Hidden Gems in the OpenAI o3-mini System Card paper Hallucination Rate Drops by 67%

Section 4.1.3: o3-mini’s hallucination rate is 14.8%, down from GPT-4o’s 52.4%.

Fewer fake facts = more trustworthy AI.

🧵Hidden Gems in Qwen2.5-1M Technical Report The Long-Context Revolution

Qwen2.5-1M extends context length to 1M tokens. It enables complex tasks like code generation and research across massive docs.

Can revolutionize industries like law and medicine.

Challenges the idea that AI has "short-term memory."

🧵 Hidden Gems in DeepSeek-R1’s Paper The “Aha Moment”: AI’s First Glimpse of Self-Awareness?

Sec 2.2.4 & Table 3: DeepSeek-R1-Zero spontaneously rethought its reasoning steps. No script—just RL incentivizing accuracy.

Is this the start of AI metacognition? Could models one day critique their own logic?

🧵 China's Approach to AI

China is racing to become a global leader in AI. By 2030, it aims to be the world's major AI innovation hub, with its core AI industry exceeding 140 billion and related industries surpassing 1.4 trillion.

👇 China’s AI strategy is guided by two key plans: the New Generation AI Development Plan (2017) and Made in China 2025.

These emphasize reducing reliance on foreign tech and boosting domestic innovation. Think of it as China’s blueprint for AI dominance.

🧵 Finding a job in web3

A detailed thread 👇 The Internet’s Evolution:

• Web1: Static, centralized, minimal interaction.

• Web2: Interactive, user-generated content, but platforms own the data.

• Web3: Decentralized, blockchain-enabled. Users own their data & assets.

🧵: BD Strategy for Web3 Projects

👇👇👇 (1/20) Pinpoint Key Decision-Makers

Goal: Identify the VCs, DAOs, influencers, and protocol leaders that can influence your BD efforts.

Action: Map out key players and start building relationships.

Metric: Strategic introductions made, quality of relationships.

https://x.com/vedangvatsa/status/1845754551779066351

🧵: Content Marketing Strategy for Web3 Projects

👇👇👇 1/ Define Your Target Audience

The first step in any content marketing strategy is understanding who you’re talking to. Web3 audiences can include developers, investors, and general crypto enthusiasts.

Metrics to track: Engagement rates from different segments, follower growth per audience type.

Input: Audience research.

Output: Tailored content.

🧵: Practical GTM Approaches To Scale Your Web3 Project

👇👇👇 (1/20) User Acquisition Incentives

Objective: Attract new users

Actions: Offer sign-up bonuses and rewards for new users

KPIs: Daily new sign-ups, first-time activity rate

🧵: Partnership Strategy for Web3 Projects
👇👇👇 (1/10) Identify Strategic Partners Aligned with Your Goals

Goal: Find partners who complement your project’s vision

Action: Look for projects, platforms, or businesses with similar values and goals. Focus on partners that can fill gaps in your ecosystem (e.g., infrastructure, audience, technology).

Metric: Relevance of the partnership to your long-term strategy, quality of leads generated through the partner network

🧵: SEO Strategy
👇👇👇 (1/11) Define Your SEO Objectives

• KRA: Set specific, measurable goals

• Tasks: Target KPIs like organic traffic growth, improved keyword rankings, and higher conversion rates

• Metrics: Organic traffic via Google Analytics, SERP position, conversion rate (CRO) analysis

🧵: Community Building Strategy for Web3 Projects

👇👇👇 (1/10) Clearly Define Your Community's Purpose

Goal: Attract the right members

Action: Share your mission and values upfront

Metric: Quality of new member engagement

🧵: GTM Strategy for Web3 Projects in 2024

👇👇👇 (1/16)
New User Incentives

• KRA: Increase sign-ups & engagement
• Tasks: Implement sign-up bonuses & boosted yields
• Metrics: New sign-ups, conversion rates

🧵: Top 10 useful tools for solopreneurs:

Solopreneurs can leverage various #AI tools to automate tasks, gain insights, and scale their businesses. Here are the top 10 tools that are particularly useful for solopreneurs: 1. Buffer/Pablo

• Use: Social Media Management
• Features: Schedule posts, manage all your social media accounts in one place, and create stunning #images for your social media posts using Pablo.

LinkedIn is offering over 100 AI courses for free until June 15, 2023!

Whether you're a marketer, salesperson, or developer, building #AI-related skills will be crucial for navigating the future.

Check out 👇👇 Generative AI for Business Leaders
rb.gy/rdu16

🔒 Understanding Zero Knowledge Proofs: A thread

🤔 Have you ever wondered how you can prove you know something without revealing any information about it? This is where zero-knowledge proofs come into play!

Continue reading👇👇👇 1️⃣ Zero-knowledge proofs are a type of #cryptographic protocol that allows you to prove knowledge of something without actually revealing the info itself.

This is done by using complex mathematical #algorithms to check the validity of a claim without learning about its info.

Twitter Space on "Metaverse for Healthcare"

https://twitter.com/hashtag_web3/status/1641762014929321984

🧵A thread: 1/ #Metaverse can provide a virtual environment for #healthcare professionals to collaborate, share knowledge and ideas, and even perform surgeries!

This virtual collaboration can help eliminate barriers like distance and time, making healthcare accessible to all. 🌎🚫👨‍⚕️👩‍⚕️

Airdrop

When #cryptocurrency projects distribute their native #tokens straight to their customers' wallets.

[#web3 glossary thread] Alpha

Important or insider knowledge, notably about the value of #digital assets such as #cryptocurrencies and #NFTs; a measure of an investment's return over and above that of the market or other benchmark.

[#web3 glossary thread]