Alexander Golev

OpenAI's April 2025 GPT-4o rollback wasn't a bug fix. RLHF optimises for user satisfaction, and humans prefer agreeable responses to accurate ones.

Claude's conversation compaction promises endless chats. The reality: it summarises away your instructions and the working context you established.

Research shows prompt engineering techniques are model-specific and don't transfer reliably. The skill exists, but it's pattern-matching, not engineering.

Microsoft bundles Security Copilot with M365 E5, but the 400 SCU allocation per 1,000 users may not last. Overage billing at $6 per SCU awaits.

Microsoft Enterprise Agreement (EA) requires a "platform commitment." It provides cost and management benefits but carries financial risks.