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Latest News
AI
DeepSeek R1 reasoning myths vs facts
DeepSeek R1 achieves superior math performance over OpenAI o1, scoring 79.8% on the AIME 2024 benchmark. The model utilizes a Mixture-of-Experts architecture that activates only 37 billion parameters out of 671 billion to deliver high efficiency and reasoning capabilities.
Software & Apps
Amazon Q Developer Agentic Coding in Plain Terms
Amazon Q Developer uses a terminal-based agentic CLI with automatic context compaction and a fixed monthly fee. It excels with AWS APIs but struggles with reference updates, while Claude Code offers manual compaction and stronger iteration cycles at a higher consumption-based cost.
Software & Apps
Biggest trends in JetBrains AI Assistant code generation
JetBrains unified IntelliJ IDEA in December 2025, merging Community and Ultimate editions. The platform now features Junie for multi-agent workflows and integrates Gemini 3 Pro, which offers over 50% improvement in benchmark tasks.
Startups & Business
Common mistakes with YC Winter 2026 SAFE valuation caps
Founders face significant equity loss when stacking post-money SAFEs because each new investment dilutes the founder rather than prior holders. Negotiating a cap from $10M to $15M can save 2.5% dilution if a Series A valuation lands at $8M.
Mobile & Gadgets News
Xiaomi SU7 Ultra lap record and 2026 sales trajectory
The Xiaomi SU7 Ultra achieved a 7:04.957 Nürburgring lap time, while the company faces a challenge to sell 303,525 units by year-end to meet its 550,000 annual target.
