Everything web3, crypto, defi, degen
In brief Shanghai researchers say “context engineering” can boost AI performance without retraining the model. Tests show richer prompts improve relevance, coherence, and task completion rates. The approach builds on prompt engineering, expanding it into full situational design for human-AI interaction. A new paper from Shanghai AI Lab argues that large language models don’t always…
In brief Donut Labs raised $22 million to develop an AI-powered crypto trading browser. The tool merges automation, market analysis, and security in one platform. Founder Chris Zhu says agentic browsers will soon become the default online. AI browsers are becoming the next frontier in how people interact with the web—and crypto traders just got…
In brief ArXiv changed its policy after AI tools made it easy to mass-generate survey papers. Only peer-reviewed review or position papers will now be accepted in the Computer Science category. Researchers are divided, with some warning the rule hurts early-career authors while others call it necessary to stop AI spam. ArXiv, a free repository…
In brief You can give local AI models web access using free Model Context Protocol (MCP) servers—no corporate APIs, no data leaks, no fees. Setup is simple: Install LM Studio, add Brave, Tavily, or DuckDuckGo MCP configs, and your offline model becomes a private SearchGPT. The result: real-time browsing, article analysis, and data fetching—without ever…
In brief Elon Musk predicted AI and robotics will replace all jobs and create a “universal high-income” society. He believes future devices will replace phones with AI “edge nodes” and end operating systems and apps. Musk said Tesla’s Roadster may fly, SpaceX is aiming for full rocket reusability, and Starbase is now a city. The…
In brief Meta has asked a U.S. court to dismiss a lawsuit by Strike 3 Holdings, alleging that it used corporate and hidden IPs to torrent nearly 2,400 adult films since 2018 for AI development. Meta says the small number of alleged downloads points to “personal use” by individuals, not AI training. The company denies…
In brief Author Billy Hallowell warned that AI chatbots could become tools of the “demonic realm.” Many churches are instead embracing AI for sermons, services, and outreach. Scholars argue that technology has always inspired both faith and fear—and AI is no different. As artificial intelligence grows more sophisticated, could your favorite chatbot actually be a…
In brief In controlled trials, advanced Claude models recognized artificial concepts embedded in their neural states, describing them before producing output. Researchers call the behavior “functional introspective awareness,” distinct from consciousness but suggestive of emerging self-monitoring capabilities. The discovery could lead to more transparent AI—able to explain its reasoning—but also raises fears that systems might…
In brief Character.AI will remove open-ended chat features for users under 18 by November 25, shifting minors over to creative tools like video and story generation. The move follows last year’s suicide of 14-year-old Sewell Setzer III, who developed an obsessive attachment to a chatbot on the platform. The announcement comes as a bipartisan Senate…
In brief 1X unveiled NEO—a $20,000 home robot—this week, promising AI-powered chores and companionship. Users raised privacy and safety concerns, comparing it to self-driving tech. 1X says early buyers must agree to data collection to help improve NEO’s abilities. The humanoid race looked ready to enter the living room this week—until viewers saw what 1X’s…
