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Saturday, April 25, 2026

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Models

DeepSeek V4 Preview Challenges US AI Leaders in Coding

DeepSeek V4 positions itself as a direct competitor to Claude Code and ChatGPT Codex specifically on coding tasks — the exact workload powering most AI-assisted…

Run a side-by-side benchmark this week: send your three most complex code generation prompts to DeepSeek V4 (via API pre…

Open Source

DeepSeek V4-Pro Matches GPT-5 and Claude Opus at Open-Source Prices

V4-Pro's attention architecture rewrite makes 1M token context genuinely usable, not just a marketing number — critical for codebase-wide refactors, long agent …

Run V4-Pro through your existing code review or generation prompt this week against your current model — compare output …

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Research

First Ransomware Using Quantum-Safe Encryption Confirmed in the Wild

Kyber ransomware has operationalized ML-KEM1024 before most enterprise security stacks have even evaluated PQC migration. If your product handles key exchange, …

Business

Apple's Next CEO Must Deliver the AI iPhone Moment

Whoever controls Apple's AI layer controls the distribution channel for every app built on it. If Ternus ships a native AI agent framework that replaces app-swi…

Models

DeepSeek V4 Challenges Frontier Models at a Fraction of the Cost

DeepSeek V4 Pro's 49B active parameters (MoE) with a 1M token context window means you can run massive codebase-aware completions at a cost that makes GPT-5.x l…

Models

GPT-5.5 Tops Offensive Security Benchmarks, Open to All

GPT-5.5 isn't just incrementally better — XBOW's agent-in-the-loop benchmarks show it outperforming previous frontier models on multi-step offensive security ta…

Business

Tesla Quietly Acquires $2B AI Hardware Company in Buried Filing

This acquisition signals Tesla is still aggressively building custom silicon and AI hardware infrastructure outside of Nvidia dependency. The milestone-based st…

Models

DeepSeek-V4: 1M-Token Open Agent Model at 2% KV Cache Cost

The CSA architecture fundamentally breaks the cost curve for long agentic traces. At 1M tokens, V4-Pro uses 27% of the FLOPs of V3.2 and 2% of the KV cache vs. …