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.
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.
DISCOVERED
47d ago
2026-04-11
PUBLISHED
47d ago
2026-04-11
RELEVANCE
AUTHOR
Neurogence
