French dev aims to solve bots' blindness so they can understand GUIs
French AI model dev H unveiled a pair of computer use models on Monday aimed at handling graphical user interfaces (GUIs).Throughout computing history, computer use largely falls into three categories: command line interfaces (CLIs), application programming interfaces (APIs), and GUIs. REG AD googletag.cmd.push(function() { googletag.display('labrador/thereg/article/desktop/b'); }); Fine tuned using supervised training and reinforcement learning, Holo 4 is built atop Alibaba's Qwen 3.8 27B and Qwen 3.6 35B-A3B models. And by optimizing for CLIs, APIs, and GUIs, H claims that its models achieve far greater versatility than pure computer use models might otherwise.
- ▪French AI model dev H unveiled a pair of computer use models on Monday aimed at handling graphical user interfaces (GUIs).Throughout computing history, computer use largely falls into three categories: command line interfaces (CLIs), applic
- ▪REG AD googletag.cmd.push(function() { googletag.display('labrador/thereg/article/desktop/b'); }); Fine tuned using supervised training and reinforcement learning, Holo 4 is built atop Alibaba's Qwen 3.8 27B and Qwen 3.6 35B-A3B models.
- ▪And by optimizing for CLIs, APIs, and GUIs, H claims that its models achieve far greater versatility than pure computer use models might otherwise.
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| Original publisher | The Register |
| Canonical URL | https://www.theregister.com/ai-and-ml/2026/09/28/french-dev-aims-to-solve-bots-blindness-so-they-can-understand-guis/5299575 |
| Publication time | Mon, 28 Sep 2026 20:19:40 +0200 |
| Retrieval time | 2026-09-28T19:05:14.344Z |
| Last seen | 2026-09-28T19:05:14.344Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
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| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | qpFMFuonm_52 · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
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| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
(function() { let windowUrl = window.location.href; windowUrl = windowUrl.substring(windowUrl.indexOf('?') + 1); let messageElement = document.querySelector('.shareableMessage'); if (windowUrl && windowUrl.includes('code') && windowUrl.includes('expires')) { messageElement.style.display = 'block'; } })(); ai and ml French dev aims to solve bots' blindness so they can understand GUIs Because sometimes escaping your sandbox requires clicking a button Tobias Mann Tobias Mann SYSTEMS EDITOR Published mon 28 Sep 2026 // 19:19 UTC READ MORE Open source datacenters and open source thinking will undo self-inflicted DC damage 9 hours ago OpenAI pauses some training amid allegations its rogue agents behaved more badly than first thought 12 hours ago Big AI's content problem: Take the work, keep the…
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