Taste-Bench Finds AI Agents Struggle With Long-Horizon Judgment
Taste-Bench AI agents face 502 real decision forks from engineering and research trajectories. The best reported score is 59.7 percent under paired-order testing.

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Taste-Bench AI agents face 502 real decision forks from engineering and research trajectories. The best reported score is 59.7 percent under paired-order testing.
By Abdessalam Alaoui
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Open the full discussionEnveda AI drug discovery received a $311 million Series E to advance three clinical-stage medicines and scale PRISM. Early readouts do not establish efficacy.
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Ema enterprise AI agents gained a $77 million Series B. The useful question is whether its workflow teams deliver governed outcomes, not merely more agent activity.
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The Adobe Topaz Labs acquisition is complete. Topaz remains a standalone brand and product line while its enhancement technology expands through Adobe workflows.
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The YouTube Gemini AI editor can reshape Shorts through conversation, while moderation, likeness detection and Live dubbing follow different rollout schedules.
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GitHub Copilot local sandboxing limits files, network access and credentials for local agent sessions. Learn what it contains, what it cannot and how to enable it.
By Abdessalam Alaoui
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Google and ITU are offering 100,000 certificate scholarships through participating countries, with initial allocations and completion-based expansion.
By Abdessalam Alaoui
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Google and the Gates Foundation committed more than $100M to scale AI climate, crop and language tools toward 200 million farmers across two regions.
By Abdessalam Alaoui
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GitHub Copilot OpenTelemetry exports agent-session traces showing model requests and tool use. Prompt and response content stays excluded by default.
By Abdessalam Alaoui
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Cloudflare private MCP servers can sit behind Tunnel, Mesh or another connector while an MCP portal reaches them through Gateway. OAuth remains public.
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Claude API inline tools can be added, replaced or pinned during a conversation without editing the original tools array or invalidating prompt caches.
By Abdessalam Alaoui
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JetBrains Air connects coding agents, team workflows, policy, auditability and cost controls. See what is available now and what remains a roadmap.
By Abdessalam Alaoui
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