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Research2026-06-18 · source-backed
Built with 250-plus industry experts, ALE evaluates agents on 960 expert-authored, deterministically-scored workflows across 55 industries. Agents average 26% across all tiers but 2.6% on the "last-exam" tier. The kicker: Codex with GPT-5.5 scores 82% on Terminal-Bench and 0% on Last-Exam tasks. The next time someone says agents are "job-ready," this is the number to quote back. (arXiv 2606.05405)
Each link below shares sources, entities, or timing with this story.
Codex competes with Claude Code / Shared entities / Shared topic / What happened next / Tension
Linked by a graph relationship (Codex competes with Claude Code); both cover Bench, Codex, GPT, Terminal; overlapping topics (agent, codex, gpt-5).
OpenAI released Codex / Shared entities / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (OpenAI released Codex); both cover Bench, Codex, GPT, Terminal; overlapping topics (gpt-5, task).
Codex released Windows / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (Codex released Windows); both cover Bench, Codex, GPT, Terminal; overlapping topics (codex, gpt-5).
OpenAI released Codex / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (OpenAI released Codex); both cover Bench, Codex, GPT, Terminal; overlapping topics (codex, gpt-5).
Codex competes with Claude Code / Shared entities / What happened next
Linked by a graph relationship (Codex competes with Claude Code); both cover Bench, Codex, GPT, Terminal; picks up the Bench thread on 2026-07-08.
OpenAI released Codex / Shared entities / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (OpenAI released Codex); both cover Built, Codex, GPT; overlapping topics (codex, gpt-5).
OpenAI released Codex / Shared entities / Shared topic / What happened next
Linked by a graph relationship (OpenAI released Codex); both cover Codex, GPT; overlapping topics (agent, frontier, gpt-5, tier).
Xcode supports Codex / Shared entities / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (Xcode supports Codex); both cover Codex, GPT; overlapping topics (codex, gpt-5).