Claude backlash punctures six-month AI hype

The useful point here is not “AI is stalled”; it is that benchmark-forward launch narratives keep outrunning production reality.

• –Opus 4.7 is positioned by Anthropic as a direct upgrade, but user complaints around tone, refusals, long-context behavior, and token costs show why “newer” still is not the same as “better for my workflow.”
• –The thread lands because agent hype has shifted from demos to accountability: developers now care less about cinematic examples and more about reliable tool use, controllable reasoning, cost, and rollback paths.
• –The counterargument is real too: coding agents, Claude Code, Codex-style tools, and IDE integrations have improved fast, often through better orchestration rather than raw model jumps.
• –For AI developers, the practical lesson is to treat model upgrades like dependency upgrades: eval your own workload, pin versions when possible, and assume tradeoffs until proven otherwise.