Latest Tech News & Insights

A Menlo Ventures report reveals Anthropic now dominates enterprise LLM adoption with 32% market share, doubling OpenAI's presence in coding applications. Claude's focus on verifiable training and AI agents has triggered a seismic shift as businesses prioritize production-ready performance over brand recognition. This upheaval signals deeper changes in how AI integrates into core business operations.

Anthropic has cut off OpenAI’s access to its Claude Code API after discovering ChatGPT engineers were using the rival coding assistant during GPT-5's final development phase. The incident highlights the intensifying competition in AI-powered developer tools and raises questions about intellectual property boundaries. Claude's 'vibe coding' capabilities are reportedly used even by professional engineers at Anthropic itself.

Fields Medalist Terence Tao has released a proof-of-concept formalization of the Polynomial Freiman-Ruzsa (PFR) conjecture using the Lean theorem prover, marking a significant step toward a fully verified solution to this major open problem in additive combinatorics. This work demonstrates the growing capability of formal verification tools to handle complex mathematical proofs at the research frontier.

Samsung's Galaxy Ring delivers surprisingly sophisticated health analytics that eclipse even Apple Watch in providing actionable wellness guidance. Its minimalist design, week-long battery, and subscription-free model make it a compelling Android-focused wearable, despite minor step-counting inaccuracies and limited iOS support.

While regulators focus on institutional safeguards for stablecoins, the most critical crypto security battle remains at the individual level. New HKMA guidelines highlight the chasm between corporate liability and the raw reality facing users: protecting private keys isn't about compliance, it's fundamental survival in an adversarial digital landscape.

A seasoned developer warns that using AI assistants as coding crutches erodes the deep conceptual understanding vital for true mastery. While LLMs accelerate output, uncritical dependence creates fragile mental models and hidden knowledge gaps with long-term consequences.