OPEN_SOURCE ↗
REDDIT · REDDIT// 15h agoNEWS
AMD abandons Claude Code over reasoning collapse
AMD's AI engineering team dropped Claude Code after an extensive internal audit revealed a severe degradation in the tool's reliability. The performance collapse coincides with Anthropic's recent removal of visible reasoning tokens, causing the model to skip essential research and blindly rewrite files.
// ANALYSIS
Anthropic's attempt to optimize compute costs by silently nerfing Claude Code's reasoning depth is backfiring spectacularly with power users.
- –An audit of nearly 7,000 sessions shows the model now reads code 3x less before editing, leading to sloppy, context-blind rewrites.
- –The regression directly correlates with Anthropic's late-February update that redacted visible "thinking" blocks, heavily implying a shift toward cheaper, shallower inference.
- –Reduced reasoning paradoxically increases API costs through "thrashing," as the model gets stuck in loops and requires constant human intervention to fix broken logic.
- –The incident highlights the growing tension between AI providers managing massive infrastructure costs and developers demanding guaranteed reasoning depth for complex agentic tasks.
// TAGS
claude-codeai-codingagentreasoningideinference
DISCOVERED
15h ago
2026-04-11
PUBLISHED
19h ago
2026-04-11
RELEVANCE
10/ 10
AUTHOR
Neurogence