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Cerebras IPO: $4.8 billion valuation as financial engineering
Analysis of Cerebras Systems $4.8 billion IPO: why it's not about chips but financial engineering, risks for investors, and connection with OpenAI. Learn the pitfalls before trading begins.
Toolc: proxy for MCP in VS Code — 60% savings
Optimize MCP servers for VS Code agents with toolc on Go. Token reduction up to 60%, model benchmarks. Install and test the savings.
Quantum brute force in cryptanalysis
Breakdown of quantum attack on encryption using Grover's method: from classical brute force to O(√N). Theory, pseudocode, success conditions for middle/senior dev. Study oracle implementation and Shannon entropy.
$297 billion in AI startups Q1 2026: venture record
In Q1 2026, the venture market broke the $297 billion record, 81% in AI. OpenAI and Anthropic mega-rounds, shift to infrastructure. Risks and trends for investors — read the analysis.
Majorization of ODEs: comparison of solutions
Majorization theorem for systems of ODEs: conditions, proof via homotopy, application to Gronwall inequality. For developers of numerical methods.
UX/UI Designer from Scratch: Free Program
Master UX/UI Design for Free in 4–6 Months. Video Courses, Figma, Photoshop, Jira. Roadmap for Junior Level with Portfolio and Interviews. Start Your Path to the Profession Right Now.
Business automation in 1C:ERP and PDCA cycle
Learn why 90% of 1C implementations lose meaning without integration into management. Difference between accounting and business automation according to Revolut. Practical steps for ERP.
Opus 4.7 Tokenizer: Consumption Analysis and Economic Implications
Real Measurements of Token Growth in Claude Opus 4.7. How Changes Affect Session Costs and Caching Efficiency. Recommendations for Developers.
Regulatory Changes in IT: Analysis of Sanctions and Crypto Market 2026
Technical analysis of new regulatory requirements, methods to bypass blocks, and AI development trends. Relevant data for IT specialists.
Device Layout: Changes in Development
Learn why the internal architecture of hardware devices changes at every stage. Analysis of compromises in PCB, mechanics, and DFM for engineers. Practical optimization strategies.