create a magazine like HTML with latest developments in AI, release shedule of openweights models, hardware developments etc.
Checking configured models…
Zuza [deepseek-v4-flash]
Zuza [deepseek-v4-flash]
Completed
Thinking
The user wants me to create a magazine-like HTML page covering the latest AI developments, open-weight model releases, and hardware developments. Since this is July 2026, I'll need current information. Let me plan this out.
I should:
1. Research recent AI news (using web search)
2. Create an attractive magazine-style HTML file
Let me start by searching for the latest developments in these areas, then create the HTML.
Given that we're in mid-2026, let me check what tools I need - I'll use tavily_search or duckduckgo_search for research, and then create the artifact. Let me equip the necessary tools first, then plan.
Tool: equip
Input
{
"capabilities": [
"skill:research",
"tool:tavily_search"
]
}
Output
{
"ok": true,
"equipped": [
{
"capability": "skill:research",
"instruction": "# Research Skill\n\nUse this skill when the task requires finding facts, comparing sources, checking recency, or producing source-grounded answers.\n\nResearch framework:\n\n1. Define the question, scope, and freshness requirements.\n2. Pick search or browsing tools based on whether broad discovery or page inspection is needed.\n3. Prefer primary or authoritative sources when accuracy matters.\n4. Track durable candidate findings, source quality, dates, and contradictions with memory updates when they should help future chats.\n5. Verify important claims with more than one source when feasible.\n6. Separate observed facts from inferences.\n7. Finish with a concise answer and links or file refs when available.\n\nFor Project Zuza:\n\n- Do not claim a search or page observation happened without a tool result.\n- Avoid sending screenshots to the model unless the visual content is necessary.\n- If a tool returns thin or stale evidence, change the query/source strategy before retrying.\n- If the needed research capability is not loaded, use Equip to load it before continuing.\n- If no existing tool can collect the needed evidence, plan a new local tool package under `tools/<tool_id>/` relative to the active runtime workspace, then use it only after discovery loads its contract."
},
{
"capability": "tool:tavily_search",
"instruction": "Search the public internet with Tavily and return structured evidence.\n\nInput contract:\n{\n \"query\": \"search query to execute\",\n \"topic\": \"general|news|finance\",\n \"search_depth\": \"advanced|basic|fast|ultra-fast\",\n \"max_results\": 4,\n \"time_range\": \"day|week|month|year\",\n \"days\": 7,\n \"start_date\": \"YYYY-MM-DD\",\n \"end_date\": \"YYYY-MM-DD\",\n \"include_domains\": [\"example.com\"],\n \"exclude_domains\": [\"example.com\"],\n \"country\": \"united states\",\n \"exact_match\": false,\n \"auto_parameters\": false,\n \"include_answer\": \"advanced\",\n \"include_raw_content\": false,\n \"include_favicon\": false,\n \"include_usage\": false,\n \"chunks_per_source\": 2,\n \"answer_chars\": 1800,\n \"content_chars\": 700,\n \"raw_content_chars\": 1200,\n \"max_total_content_chars\": 3200,\n \"max_total_raw_content_chars\": 2400\n}\n\nExecution guidance:\n- Use this tool for current events, verification, citations, source gathering,\n or any answer that should be grounded in public web evidence.\n- Prefer one focused search over broad repetitive searches.\n- Use `topic: \"news\"` for recent events and `topic: \"finance\"` for markets or\n company figures when appropriate.\n- Default to `search_depth: \"advanced\"` for research and validation.\n- Keep output compact. Prefer ranked snippets, URLs, and Tavily's answer.\n- Request `include_raw_content` only when snippets are not enough for\n verification, and keep raw-content budgets conservative.\n- Use `include_domains` or `exclude_domains` when source boundaries matter.\n- Pair this tool with the `time` sense when the request depends on recency.\n- Do not inflate `max_results` unless broader coverage is genuinely needed.\n\nOutput contract:\n{\n \"ok\": true,\n \"tool\": \"tavily_search\",\n \"query\": \"...\",\n \"topic\": \"general\",\n \"search_depth\": \"advanced\",\n \"answer\": \"...\",\n \"results\": [\n {\n \"title\": \"...\",\n \"url\": \"https://...\",\n \"content\": \"...\",\n \"score\": 0.91,\n \"published_date\": \"2026-04-26\",\n \"raw_content\": \"...\"\n }\n ],\n \"sources\": [\"https://...\"],\n \"source_details\": [\n {\n \"title\": \"...\",\n \"url\": \"https://...\",\n \"score\": 0.91,\n \"published_date\": \"2026-04-26\"\n }\n ],\n \"assessment\": {\n \"coverage\": \"strong|partial|limited\",\n \"source_count\": 3,\n \"distinct_domains\": 2,\n \"average_score\": 0.84,\n \"has_raw_content\": true,\n \"evidence_note\": \"...\"\n },\n \"truthfulness_note\": \"...\",\n \"response_time\": 1.2,\n \"usage\": {\"credits\": 2}\n}"
}
]
}
Zuza [deepseek-v4-flash]
Completed
Thinking
The user wants a magazine-like HTML page covering latest AI developments, release schedules of open-weights models, and hardware developments. I need to research current information first (July 2026), then create the HTML file.
Let me plan this:
1. Research latest AI developments
2. Research open-weights model releases/schedules
3. Research hardware developments in AI
4. Create a magazine-style HTML page
Let me start researching.
Tool: planner
Input
{
"create": [
{
"description": "Search for the latest AI model releases, open-weights models, and hardware developments in July 2026.",
"id": "research",
"title": "Research current AI topics",
"status": "in_progress"
},
{
"description": "Gather details on release schedules of major open-weights models (Llama, Mistral, Gemma, DeepSeek etc.) and upcoming releases.",
"id": "models",
"title": "Research open-weight model schedules",
"status": "planned"
},
{
"description": "Find recent hardware developments — GPUs, NPUs, edge AI chips, data center announcements.",
"id": "hardware",
"title": "Research hardware developments",
"status": "planned"
},
{
"description": "Build a polished magazine-style HTML page with sections for each topic, modern layout, and responsive design.",
"id": "create_html",
"title": "Create magazine HTML file",
"status": "planned"
}
]
}
Output
{
"ok": true,
"state_changed": true,
"changed_step_ids": [
"research",
"models",
"hardware",
"create_html"
],
"steps": [
{
"id": "research",
"status": "in_progress"
},
{
"id": "models",
"status": "planned"
},
{
"id": "hardware",
"status": "planned"
},
{
"id": "create_html",
"status": "planned"
}
]
}
Zuza [deepseek-v4-flash]
Completed
Thinking
Let me start researching the latest AI developments. I'll search for multiple topics in parallel to gather information quickly.
Tool: tavily_search
Input
{
"query": "latest artificial intelligence developments 2026",
"topic": "news",
"search_depth": "advanced",
"max_results": 5,
"time_range": "month",
"include_answer": "basic"
}
Output
{
"ok": true,
"answer": "In 2026, significant developments in artificial intelligence include the introduction of new regulatory frameworks in China focusing on AI ethics, AI agents, and anthropomorphic AI. IBM advanced enterprise AI software development with multi-agent capabilities and specialized modernization workflows. California launched an AI Unemployment Tracker to monitor AI's impact on employment. Samsung showcased AI-powered personalized learning at ISTELive 2026, highlighting new software innovations for its Interactive Display portfolio.",
"results": [
{
"title": "Top Privacy And AI Developments Of 2026: Midyear Report - Law360",
"url": "https://www.law360.com/articles/2494535/top-privacy-and-ai-developments-of-2026-midyear-report",
"content": "Image 5: LexMachinaImage 6 Analysis # Top Privacy And AI Developments Of 2026: Midyear Report By Allison Grande ( July 20, 2026, 10:23 PM EDT) -- The first half of the year has delivered major developments in the data privacy and artificial intelligence space, including the resumption of action to grow the state data privacy law patchwork, a U. S. Supreme Court decision that raises questions about the future of a key transatlantic data transfer deal and widespread scrutiny of so-called surveillance pricing practices. . . . ### Law360 is on it, so you are, too.",
"score": 0.8732259,
"published_date": "Tue, 21 Jul 2026 17:00:00 GMT"
},
{
"title": "Duane Morris LLP - New Developments for California Employers – AI Tracker, Wage Increases and What Lies Ahead",
"url": "https://www.duanemorris.com/alerts/new_developments_california_employers_ai_tracker_wage_increases_what_lies_ahead_0726.html",
"content": "On May 21, 2026, California Governor Gavin Newsom signed Executive Order N-6-26, directing a sweeping set of state-level actions aimed at studying, managing and mitigating the workforce impacts of artificial intelligence and other emerging technologies. (See our May Alert.) Among many other directives, the executive order required the California Employment Development Department (EDD) to launch a public dashboard showing AI's impact on employment across various sectors using unemployment insurance data by August 19, 2026. The executive order also directed the EDD to make recommendations for possible additional information and actions by employers as part of the WARN notice procedure. The California Policy Lab has now launched an online California AI Unemployment Tracker to monitor how [...] ## Alerts and Updates # New Developments for California Employers – AI Tracker, Wage Increases and What Lies Ahead July 1, 2026 # New Developments for California Employers – AI Tracker, Wage Increases and What Lies Ahead July 1, 2026 ### Read below Toggle Sharing Buttons Share this page on Twitter Share this page on LinkedIn Share this page on Facebook Share this page via email Print this page new\\_developments\\_california\\_employers\\_ai\\_tracker\\_wage\\_increases\\_what\\_lies\\_ahead\\_0726.html The California Policy Lab has now launched an online California AI Unemployment Tracker to monitor how artificial intelligence is affecting unemployment in the state.",
"score": 0.8559598,
"published_date": "Mon, 29 Jun 2026 17:00:00 GMT"
},
{
"title": "IBM Advances Enterprise AI Software Development with Multi-Agent Capabilities and Specialized Modernization Workflows",
"url": "https://newsroom.ibm.com/2026-07-09-ibm-advances-enterprise-ai-software-development-with-multi-agent-capabilities-and-specialized-modernization-workflows",
"content": "IBM Newsroom # All press releases # IBM Advances Enterprise AI Software Development with Multi-Agent Capabilities and Specialized Modernization Workflows - Latest IBM Bob Updates Help Enterprises Deliver Production-Ready Software Fast - IBM Bob is Built to Optimize the Cost of AI-Driven Development Beyond the Model - IBM Bob Now Offers Pre-Built, Customizable Enterprise Workflows for IBM Z, IBM i, Plus Java Modernization Jul 9, 2026 ARMONK, N.Y., July 9, 2026 — Today, IBM (NYSE: IBM) announced major updates to IBM Bob, its agentic software development platform, including new multi-agent capabilities, built-in AI cost and use analytics, and pre-built, specialized workflowsfor modernizing enterprise systems. [...] Media contact: Rebecca Neufeld IBM rebecca.neufeld@ibm.com (#_ftnref1) GitLab. (2026). The 2026 AI Accountability Report. Subscribe to email #### Release Categories Artificial intelligence more articles Corporate | Jul 15, 2026 IBM Launches New Power Systems and Software Built for Enterprises to Address Risk, Productivity, and Flexibility Corporate | Jul 14, 2026 Arvind Krishna's Letter to IBM Investors Artificial intelligence | Jul 9, 2026 IBM Advances Enterprise AI Software Development with Multi-Agent Capabilities and Specialized Modernization Workflows Subscribe to email",
"score": 0.8319231,
"published_date": "Mon, 13 Jul 2026 17:00:00 GMT"
},
{
"title": "Samsung Advances AI-Powered, Personalized Learning at ISTELive 2026",
"url": "https://news.samsung.com/global/samsung-advances-ai-powered-personalized-learning-at-istelive-2026",
"content": "At ISTELive 2026 in Orlando, Florida, Samsung Electronics showcased how connected classroom technology and artificial intelligence (AI) are helping educators create more engaging and personalized learning experiences. By demonstrating new software innovations for its Android-based Interactive Display portfolio, Samsung highlighted how integrated classroom technologies can help schools improve collaboration, simplify device management and better support diverse learning needs. [...] skip to content Nation choice page link Suggestions Galaxy Z series Galaxy S26 Series Milan Design Week The First Look 2026 AI Bespoke SmartThings One UI Samsung Art Store # Samsung Advances AI-Powered, Personalized Learning at ISTELive 2026 on July 9, 2026 Newly introduced education solutions personalize shared Interactive Displays and streamline teaching workflows. A joint session with Logitech explored how connected classroom technology supports student engagement and active learning. Interactive Display innovations highlighted expanded AI capabilities designed to support instruction, accessibility and real-time classroom interaction.",
"score": 0.81025416,
"published_date": "Thu, 09 Jul 2026 00:00:00 GMT"
},
{
"title": "China's new AI rules: Ethics, AI agents and anthropomorphic AI",
"url": "https://iapp.org/news/a/china-s-new-ai-rules-ethics-ai-agents-and-anthropomorphic-ai",
"content": "Skip to Content ANALYSISMEMBER # China's new AI rules: Ethics, AI agents and anthropomorphic AI China introduced three new regulatory developments addressing AI ethics, AI agents and anthropomorphic AI, which reflect a regulatory shift from broad AI principles toward more detailed, operational and risk-based rules for emerging AI technologies. Published Subscribe to IAPP Newsletters ### Contributors: Sarah Zhao Partner Rimon Law July 2026 marked an important milestone in China's artificial intelligence governance. The country introduced three new regulatory developments addressing AI ethics, AI agents and anthropomorphic AI.",
"score": 0.77487355,
"published_date": "Mon, 06 Jul 2026 17:00:00 GMT"
}
],
"assessment": {
"coverage": "strong",
"source_count": 5,
"distinct_domains": 5,
"average_score": 0.829,
"has_raw_content": false,
"evidence_note": "Multiple sources were found across different domains."
},
"response_time": 2.79,
"request_id": "84bd8632-0e17-4c55-a225-7b5cfc51dd9f"
}
Compaction [deepseek-v4-flash]
Failed
Compaction failed
Context compaction failed: Operation stopped by user.
Zuza [deepseek-v4-flash]
Failed
Thinking
Context compaction failed: Operation stopped by user.