Sport
How a fight like Makhachev vs Garry is actually scored
Garry made the champion look human for the first time in years and still lost four of five rounds on two scorecards. That is not a robbery — it is what the criteria say, and almost nobody reads them in order.
Archive — Page 39
The complete VJOURNAL issue, ordered by editorial signal and publication date.
AI
GPT-6 Astra: what it can do, what access really means, and when it is worth using
GPT-6 Astra is a high-capability OpenAI model for reasoning, coding, computer use, research and document creation, but practical value depends on integration, permissions, task design and total workflow cost.
AI
Claude Fable 5.1: what changed, how cache pricing works, and a safer migration plan
Released September 1, Claude Fable 5.1 targets difficult reasoning, coding, research and document work. The headline cache reduction applies to eligible reads only, while migration details can break old conversation flows.
AI
Gemini 3.8 Flash and Flash Cyber: access, temporary pricing, and a sensible pilot
Google announced Gemini 3.8 Flash and the restricted Flash Cyber on September 2. Flash is positioned as a coding, agentic and reasoning workhorse, but token use on difficult tasks still belongs in the budget.
AI
Lyria 3.5 in Gemini: AI music features and a practical production guide
Google announced Lyria 3.5 on September 4 with claimed improvements to vocals and arrangements. The useful question is how to brief, compare and approve outputs without assuming pricing, rights or exclusivity.
Analysis
03
AI
Mistral Agentic Search: where it improves document retrieval and where ordinary RAG still wins
Mistral Agentic Search is an orchestration layer over retrieval rather than a new general frontier model. Its value appears when a question requires multiple document-navigation steps; simpler retrieval can still be the better choice.
People
Islam Makhachev after UFC 330: the champion who controls the terms
Makhachev's first welterweight title defense was not effortless, which made it more revealing: when the striking became competitive, he returned to the part of the fight he could govern.
People
Ian Machado Garry after UFC 330: the challenger who made the champion adjust
Garry did not leave Philadelphia with the belt, but he showed the division a repeatable problem: length, patience and clean middle-round striking can force Makhachev away from cruise control.
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The real operating cost of an AI workflow: a practical 2026 guide and what to watch next
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Choosing a practical project for an applied AI course: a practical 2026 guide and what to watch next
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Innovation
Private space systems after the reusable-rocket breakthrough: a practical 2026 guide and what to watch next
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Human-centred warehouse robotics for mixed teams: a practical 2026 guide and what to watch next
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Pet-friendly city design as a service innovation: a practical 2026 guide and what to watch next
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Repairability scores as a product decision tool: a practical 2026 guide and what to watch next
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Digital product passports for fashion and beauty teams: a practical 2026 guide and what to watch next
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Edge AI in retail without sending every signal to the cloud: a practical 2026 guide and what to watch next
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