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Anthropic’s new Claude ‘constitution’: be helpful and honest, and don’t destroy humanity

Anthropic is overhauling Claude’s so-called “soul doc.” The new missive is a 57-page document titled “Claude’s Constitution,” which details “Anthropic’s intentions for the model’s values and behavior,” aimed not at outside readers but the model itself. The document is designed to spell out Claude’s “ethical character” and “core identity,” including how it should balance conflicting […]

6 mins read

Animal Spirits: Small Caps Are Back

Posted January 21, 2026 by Ben Carlson Today’s Animal Spirits is brought to you by YCharts and ClearBridge Investments: This episode is sponsored by YCharts. Download Top 10 Visuals  here And start your free YCharts trial through Animal Spirits (new customers only) here. Today’s show is sponsored by ClearBridge Investments. International and emerging market stocks […]

4 mins read

Chinese semiconductor industry gears up for domestic HBM3 production by the end of 2026 — CXMT to produce chips, while Naura, Maxwell, and U-Preseason design tools for assembly

ChangXin Memory Technologies (CXMT), the leader of the Chinese DRAM industry, is on track to build 3rd Generation high bandwidth memory (HBM3), according to Chosun Biz. Moreover, China-based Naura Technology, Maxwell, and U-Preseason are developing domestic tools specifically designed to assemble HBM memory stacks. If true, this means that in several years, China will have […]

7 mins read

The era of agentic chaos and how data will save us

Models: The underlying AI systems that interpret prompts, generate responses, and make predictions Tools: The integration layer that connects AI to enterprise systems, such as APIs, protocols, and connectors  Context: Before making decisions, information agents need to understand the full business picture, including customer histories, product catalogs, and supply chain networks Governance: The policies, controls, […]

2 mins read

Chainlit AI Framework Flaws Enable Data Theft via File Read and SSRF Bugs

Ravie LakshmananJan 21, 2026Vulnerability / Artificial Intelligence Security vulnerabilities were uncovered in the popular open-source artificial intelligence (AI) framework Chainlit that could allow attackers to steal sensitive data, which may allow for lateral movement within a susceptible organization. Zafran Security said the high-severity flaws, collectively dubbed ChainLeak, could be abused to leak cloud environment API […]

4 mins read