The competitive edge in business is moving beyond who can write the best prompt. It is shifting toward who can orchestrate the best digital workflow. For the past two years, much of the AI conversation inside organizations has centered on prompt engineering, chatbot adoption,
MARKET TRENDS
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GenAI drives enterprise ROI as coding agents gain traction
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Enterprise adoption will take awhile, but we have moved past no success – 75% of companies had positive ROI from GenAI in November, and coding agents are now starting to have a real impact at many firms. I think normal adoption does not mean that model abilities aren't growing.
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Token Economics: LLM Utility, Demand, Supply, Monetization
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→Token utility: the model, context length, and level of interactivity required
→ Token demand: the volume of tokens required
→ Token supply: the optimal infrastructure given the token utility and demand
→ Token monetization: cost-based and value-based pricing to maximize -
Build Trend Scanner: Research Recent AI Products
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Prompt 1: "The Build Trend Scanner" "I'm interested in [YOUR NICHE, e.g. productivity tools,
developer tools, AI wrappers, personal finance]. Do deep research on what solo developers and indie
builders have shipped in this space in the last 90 days. Search Product Hunt -
Alibaba Qwen 3.7 Max Agentic Coding Model Benchmarks
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Alibaba released Qwen 3.7 Max, its latest proprietary model for agentic coding. Qwen 3.7 Max scores 56.6 on the Artificial Analysis Intelligence Index, outperforming recently released Gemini 3.5 Flash and Kimi K2.6.
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Google I/O: Gemini Updates and AI-Powered Search Redesign
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Si vous l'avez raté, Google vient de faire sa plus grosse conférence IA de l'année : GOOGLE I/O Gemini 3.5, Gemini Omni, Gemini Spark. Antigravity 2.0 pour les développeurs. Des lunettes AR avec Samsung.
ET surtout, une refonte complète de Google Search. (gros changements pour -
Anthropic Projected to Double Revenue to $10.9 Billion
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Even bigger win for Anthropic: Anthropic’s revenue is set to more than double to $10.9 billion in the second quarter, an explosive rate of growth that will help it turn an operating profit for the first time. About $500m in profit. Nuts.
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Anthropic Secures Additional Compute Capacity from Colossus Clusters
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Holy: After Anthropic secured compute capacity from Colossus 1, it is now also getting access to compute from Colossus 2. But to be honest: I somehow expected to his. Grok certainly doesn’t need all that compute.
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Major AI platforms converging or diverging: who will win?
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The gap between what you can do on ChatGPT/Codex and Claude/Code/Cowork is closing, as Anthropic & OpenAI converge on a single experience. Google's experiences are diverging: Studio & Gemini & Antigravity & the other Google AI apps are increasingly different. Which will win?
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AI Agents Coming to Google Search
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AI Agents are coming to Google Search 👀https://t.co/onfr0UUVY3
— 🚨 AI News | TestingCatalog (@testingcatalog) 19 mai 2026AI Agents are coming to Google Search