# Vision Related Articles

HTX News Center provides the latest articles and in-depth analysis on "Vision", covering market trends, project updates, tech developments, and regulatory policies in the crypto industry.

AI2 Releases Fully Open-Source Web Agent MolmoWeb: Controlling Web Pages Using Only "Vision"

AI2 has released MolmoWeb, a groundbreaking, fully open-source web agent that operates solely by analyzing screenshots, marking a significant leap in vision-driven web navigation. Unlike traditional agents that rely on DOM, MolmoWeb captures and interprets visual data to make decisions—such as clicking, scrolling, or typing—making its process transparent and robust. Despite its compact size (4B and 8B parameters), MolmoWeb performs impressively: it scores 78.2% on the WebVoyager benchmark, nearing OpenAI’s proprietary o3 model (79.3%), and achieves up to 94.7% success with multiple attempts. It even surpasses Anthropic’s Claude3.7 in UI element localization. AI2 also released MolmoWebMix, a massive open dataset with 36K human-browsing tasks, over 2.2M screenshot-QA pairs, and GPT-4o-verified synthetic data. The model and data are fully available on Hugging Face and GitHub under Apache 2.0, promoting transparency and collaboration in AI development. Challenges remain in complex instructions, logins, and legal compliance.

marsbit03/26 01:39

AI2 Releases Fully Open-Source Web Agent MolmoWeb: Controlling Web Pages Using Only "Vision"

marsbit03/26 01:39

How to Scale Web3 Startups Without Losing Mission Integrity: A Founder’s Guide

The most dangerous moment for a startup is not running out of money—it’s running out of vision. This guide explores how Web3 founders can scale their companies without compromising mission integrity. Key risks include chasing trendy narratives, falling into the "one big client trap" that derails innovation, and failing to evolve the founding team’s capabilities as the company grows. To scale vision-driven, founders should define a non-negotiable mission, filter all strategic decisions through mission alignment, embed vision into culture and hiring, and choose investors and partners who support the long-term purpose. Ultimately, disciplined, vision-first growth preserves a startup’s identity and builds lasting value.

bitcoinist03/17 05:02

How to Scale Web3 Startups Without Losing Mission Integrity: A Founder’s Guide

bitcoinist03/17 05:02

Five Brutal Growth Truths Every Web3 Founder Must Learn to Survive and Scale

Crypto startups must prioritize sustainable growth over hype. True success comes from building a small, engaged community of believers rather than chasing vanity metrics. Founders should humanize their brand through visible leadership, as trust and personal connection drive engagement. Financial discipline is critical—manage runway conservatively and plan for market cycles, as running out of funds is a common cause of failure. Remember, the token is not the product; focus on real-world utility and value creation instead of short-term price movements. Finally, build for all market conditions: use bull markets wisely and bear markets to refine products and strategy. Lasting growth requires discipline, vision, and a commitment to fundamentals.

bitcoinist03/17 03:03

Five Brutal Growth Truths Every Web3 Founder Must Learn to Survive and Scale

bitcoinist03/17 03:03

Can Ethereum survive long enough to deliver Buterin’s AI vision?

Vitalik Buterin envisions Ethereum as the foundational infrastructure for a decentralized AI ecosystem, prioritizing human safety and privacy over the pursuit of uncontrolled artificial general intelligence (AGI). He argues that Ethereum can enable safer AI interactions through private payments and identity protection, provide verification mechanisms to ensure AI transparency, and serve as a decentralized economic layer for AI-to-AI transactions. Buterin also suggests that AI and zero-knowledge technology could help realize early crypto ideas that were previously impractical. However, this long-term vision comes at a time when Ethereum is facing significant immediate pressures, creating an awkward tension between its ambitious future goals and present-day challenges.

ambcrypto02/10 07:32

Can Ethereum survive long enough to deliver Buterin’s AI vision?

ambcrypto02/10 07:32

Cardano Founder Hoskinson Signals Reset For 2026, Not An Exit

Charles Hoskinson, founder of Cardano, has announced a significant shift in his public engagement for 2026, clarifying it is not an exit from the cryptocurrency space. He stated he is stepping back from day-to-day activity on X (Twitter), which he has "outgrown," to reduce the "weaponization" of his persona, which he sees as a liability for Cardano and its privacy-focused protocol, Midnight. Instead, he will focus on long-form writing, AMAs, and new media formats to maintain community connection with less toxicity. Hoskinson emphasized a return to "deep focus" on product development, including working on a zkVM specification, adding privacy to intents, and chain abstraction. His primary goal is to build scalable technology, targeting a billion users and a trillion dollars in transactions on Midnight by 2030. He also cited personal changes, intending to travel less after 260 days on the road in 2025, prioritize health, and spend more time at his ranch. He concluded with a critique on price obsession, stating, "If all you can think about is the price, you’ve already lost."

bitcoinist01/01 16:03

Cardano Founder Hoskinson Signals Reset For 2026, Not An Exit