ZeroSlop — June 12, 2026
Today: Coinbase Launches Tool To Let AI Agents Manage Trading…; Prefill Awareness in Large Language Models; The Containment Gap: How Deployed Agentic AI…
12 stories worth knowing about today — AI breakthroughs, launches, and innovations making a difference.
1. Coinbase Launches Tool To Let AI Agents Manage Trading and Payments
Slashdot
Coinbase has launched Coinbase for Agents, a tool that lets AI agents like ChatGPT or Claude execute crypto trades and manage payments on a user’s behalf. “For example, customers can prompt their agent to rebalance portfolios, identify trading opportunities, execute strategies and manage positions o…
2. Prefill Awareness in Large Language Models
arXiv CS.AI
arXiv:2606.12747v1 Announce Type: new Abstract: Safety-relevant studies of language models, including alignment and jailbreaking evaluations and AI control protocols, often rely on prefilling model outputs. If AI models can recognize and act on the fact their prior assistant messages have been inse…
3. The Containment Gap: How Deployed Agentic AI Frameworks Fail Public-Facing Safety Requirements
arXiv CS.AI
arXiv:2606.12797v1 Announce Type: new Abstract: Agentic large language model systems that autonomously invoke tools, maintain persistent memory, and execute multi-step plans are increasingly deployed in public-facing domains, including government services, healthcare triage, and financial advising….
4. Chatbots Keep Telling Stories About Lighthouse Keeper ‘Elias Thorne’. We Might Know Why
404 Media
LLMs including ChatGPT, Gemini and Claude are obsessed with telling stories about lighthouse keepers and clockmakers, and one character named ‘Elias Thorne’ has made his way from chatbots to Amazon books. Researchers are trying to discover why….
5. Microsoft restricts Claude Fable for employees over data retention concerns
The Verge AI
Anthropic released Claude Fable, its first Mythos-class AI model, yesterday and it’s already causing concerns inside Microsoft. Sources tell me that Microsoft is limiting the use of Claude Fable 5 for employees because of Anthropic’s new data retention requirements. While Microsoft quickly rolled ou…
6. Jeff Bezos’s Prometheus raises $12B to build an ‘artificial general engineer’ for the physical world
TechCrunch AI
The new round values the physical AI startup that aims to automate heavy engineering and drug design at $41 billion….
7. Strategic Decision Support for AI Agents
arXiv CS.AI
arXiv:2606.12587v1 Announce Type: new Abstract: Traditionally, decision support studies how humans use machine learning models to make better decisions. In modern agentic systems, this division of roles is increasingly reversed: AI agents act on behalf of users, while humans and tools becomes suppo…
8. MLUBench: A Benchmark for Lifelong Unlearning Evaluation in MLLMs
arXiv CS.AI
arXiv:2606.12809v1 Announce Type: new Abstract: Multimodal large language models (MLLMs) are trained on massive multimodal data, making data unlearning increasingly important as data owners may request the removal of specific content. In practice, these requests often arrive sequentially over time,…
9. This AI knew the answers but didn’t understand the questions
Science Daily AI
For decades, psychologists have debated whether the human mind can be explained by one unified theory or must be broken into separate parts like memory and attention. A recent AI model called Centaur seemed to offer a breakthrough, claiming it could mimic human thinking across 160 different cognitiv…
10. AI breakthrough cuts energy use by 100x while boosting accuracy
Science Daily AI
AI is consuming staggering amounts of energy—already over 10% of U.S. electricity—and the demand is only accelerating. Now, researchers have unveiled a radically more efficient approach that could slash AI energy use by up to 100× while actually improving accuracy. By combining neural networks with …
11. Financial Market Applications of LLMs
The Gradient
The AI revolution drove frenzied investment in both private and public companies and captured the public’s imagination in 2023. Transformational consumer products like ChatGPT are powered by Large Language Models (LLMs) that excel at modeling sequences of tokens that represent words or parts of word…
12. Uber Caps Usage of AI Tools Like Claude Code to Manage Costs
Simon Willison
Uber Caps Usage of AI Tools Like Claude Code to Manage Costs I wrote the other day about Uber blowing its 2026 AI budget in four months, and how that wasn’t particularly surprising given they would have set that budget in 2025, before anyone could have predicted how popular token-burning coding agen…