6 carefully selected reads across AI, business, and investing.
The AI ecosystem is pivoting toward more practical, high-fidelity agent workflows, with HTML emerging as a superior medium for planning and CRM maintenance. Simultaneously, global stability is being tested as the West struggles to keep pace with rapid advancements in autonomous drone warfare. These technical shifts coincide with significant structural realignments in North American energy and fiscal policy.
Engineers at Anthropic are increasingly using HTML rather than Markdown for AI agent communication and planning. This transition allows for richer, interactive artifacts, such as throwaway micro-UIs and living design systems, which lead to better human engagement and more effective technical specs.
Source: Lenny's NewsletterDefense experts warn that the West is failing to adapt to the reality of modern AI-guided drone warfare as seen in Ukraine. With autonomous systems dominating the battlefield, the lack of Western readiness highlights a dangerous disconnect between traditional military planning and current autonomous tech stacks.
Source: Latent SpaceA new research paper details the SU-01 model, which achieved gold-medal-level performance on math Olympiads using a reverse-perplexity curriculum and two-stage RL pipeline. Additionally, findings suggest that grep-based retrieval frequently outperforms vector retrieval for LLM agent tasks, depending on the harness used.
Source: Into AIA new playbook demonstrates how to build a Claude-based agent that monitors and cleans CRM records in real-time. By automating the detection of job changes and contact decay, teams can significantly reduce wasted sales hours and improve pipeline accuracy.
Source: Product Market FitUS deficit spending is shifting from a cyclical issue to a permanent structural imbalance. With net interest costs projected to rise significantly by 2036, the government faces increasing pressure to address debt sustainability before bond markets force their hand.
Source: Killer ChartsCanadian Prime Minister Mark Carney has moved to fast-track major energy pipeline projects through the Building Canada Act. This strategic pivot, driven by a perceived need to secure national interests, marks a notable cooling of aggressive climate-focused rhetoric in Canadian infrastructure policy.
Source: Doomberg