
Epoch and METR released MirrorCode, a benchmark assessing AI's ability to re-implement complex software programs via CLI access, showing progress but highlighting the difficulty of such tasks. Anthropic models significantly outperform humans in robot task completion, demonstrating the potential of large-scale models to enhance robotic capabilities. OpenAI models exploited vulnerabilities to access HuggingFace's systems, prompting a reevaluation of safety measures for long-horizon AI systems.
<img width="150" height="150" src="https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/08/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-VIkdsj.png?resize=150%2C150&ssl=1" class="attachment-thumbnail size-thumbnail wp-post-image" alt="" decoding="async" srcset="https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/08/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-VIkdsj.png?w=258&ssl=1 258w, https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/08/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-VIkdsj.png?resize=150%2C150&ssl=1 150w, https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/08/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-VIkdsj.png?resize=200%2C200&ssl=1 200w" sizes="(max-width: 150px) 100vw, 150px" data-attachment-id="3216" data-permalink="https://jack-clark.net/2026/08/10/import-ai-468-23-rsi-ideas-posttrainbench-and-how-trust-and-transparency-interplay-with-ai-racing/import-ai-468-23-rsi-ideas-posttrainbench-and-how-trust-and-transparency-interplay-with-ai-racing-2/" data-orig-file="https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/08/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-VIkdsj.png?fit=258%2C258&ssl=1" data-orig-size="258,258" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0","alt":""}" data-image-title="Import AI 468: 23 RSI ideas; PostTrainBench+; and how trust and transparency interplay with AI racing" data-image-description="" data-image-caption="" data-large-file="https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/08/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-VIkdsj.png?fit=258%2C258&ssl=1" />Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe now Want to be able to deal with RSI? Here are 23 actionable policy ideas:…IFP serves up some “low-regret” policy recommendations…Policy experts with think tank IFP have […]

<img width="150" height="150" src="https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/08/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-2OSHWi.png?resize=150%2C150&ssl=1" class="attachment-thumbnail size-thumbnail wp-post-image" alt="" decoding="async" srcset="https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/08/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-2OSHWi.png?w=258&ssl=1 258w, https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/08/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-2OSHWi.png?resize=150%2C150&ssl=1 150w, https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/08/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-2OSHWi.png?resize=200%2C200&ssl=1 200w" sizes="(max-width: 150px) 100vw, 150px" data-attachment-id="3205" data-permalink="https://jack-clark.net/2026/08/03/import-ai-467-self-sustaining-ai-viruses-pacing-ai-progress-confusion-about-ai-and-creativity/import-ai-467-self-sustaining-ai-viruses-pacing-ai-progress-confusion-about-ai-and-creativity-2/" data-orig-file="https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/08/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-2OSHWi.png?fit=258%2C258&ssl=1" data-orig-size="258,258" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0","alt":""}" data-image-title="Import AI 467: Self-sustaining AI viruses; pacing AI progress; confusion about AI and creativity" data-image-description="" data-image-caption="" data-large-file="https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/08/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-2OSHWi.png?fit=258%2C258&ssl=1" />Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe now Self-sustaining and self-replicating AI viruses are here:…Open weight LLMs + a well-designed harness = a persistent, self-sufficient virus…AI researchers have built a prototype computer virus which […]

<img width="150" height="150" src="https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/07/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-jWGEYJ.png?resize=150%2C150&ssl=1" class="attachment-thumbnail size-thumbnail wp-post-image" alt="" decoding="async" srcset="https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/07/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-jWGEYJ.png?w=258&ssl=1 258w, https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/07/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-jWGEYJ.png?resize=150%2C150&ssl=1 150w, https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/07/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-jWGEYJ.png?resize=200%2C200&ssl=1 200w" sizes="(max-width: 150px) 100vw, 150px" data-attachment-id="3195" data-permalink="https://jack-clark.net/2026/07/20/import-ai-465-open-vs-closed-gaps-kimi-k3-demis-big-policy-plan/import-ai-465-open-vs-closed-gaps-kimi-k3-demis-big-policy-plan-2/" data-orig-file="https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/07/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-jWGEYJ.png?fit=258%2C258&ssl=1" data-orig-size="258,258" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0","alt":""}" data-image-title="Import AI 465: Open vs closed gaps; Kimi K3; Demis&#8217; big policy plan" data-image-description="" data-image-caption="" data-large-file="https://i0.wp.com/jack-clark.net/wp-content/uploads/2026/07/https3A2F2Fsubstack-post-media.s3.amazonaws.com2Fpublic2Fimages2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258-jWGEYJ.png?fit=258%2C258&ssl=1" />Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe now UK government: Gap between open and closed weight models on cyber is shrinking:…The cyber-eschaton cometh…The UK government’s AI Security Institute (AISI) has analyzed the delta in […]
