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 40
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.
Latest
12
Design
A buyer’s decision map for Brand naming: criteria, checks and next step
Brand naming answers the search task brand naming service for a new company or product. In Brand naming, verified sources frame scope; the brand naming service for a new company or product analysis identifies constraints; and Brand naming.
Design
Marketplace product card design and conversion: what to measure beyond visual taste
Marketplace product card design answers the search task marketplace product card design for higher conversion. In Marketplace product card design, verified sources frame scope; the marketplace product card design for higher conversion analysis.
Design
Planning SaaS product design: users, surfaces, states and acceptance criteria
SaaS product design answers the search task SaaS product UX UI design for a B2B platform. In SaaS product design, verified sources frame scope; the SaaS product UX UI design for a B2B platform analysis identifies constraints; and SaaS product.
Design
UX audit: what to inspect before approving a redesign
UX audit answers the search task UX audit for an existing website or digital product. In UX audit, verified sources frame scope; the UX audit for an existing website or digital product analysis identifies constraints; and UX audit closes with.
Design
The business case for Conversion-focused web design: proof, friction and decision risk
Conversion-focused web design answers the search task conversion focused website redesign for a service business. In Conversion-focused web design, verified sources frame scope; the conversion focused website redesign for a service business.
Design
From brief to release: how Design system development becomes a working system
Design system development answers the search task design system development for a growing product team. In Design system development, verified sources frame scope; the design system development for a growing product team analysis identifies.
Design
Comparing Motion design system proposals without buying the wrong scope
Motion design system answers the search task motion design system for a product or brand launch. In Motion design system, verified sources frame scope; the motion design system for a product or brand launch analysis identifies constraints; and.
Design
3D product visualisation handoff: files, rights and production checks that matter
3D product visualisation answers the search task 3D product visualisation for ecommerce and campaign assets. In 3D product visualisation, verified sources frame scope; the 3D product visualisation for ecommerce and campaign assets analysis.
Innovation
Workflow evidence map — What belongs in AI automation services, what stays outside and why
The technical decision behind AI automation services starts with Workflow evidence map, not a preferred stack. This guide tests the boundary through Controlled automation and records the evidence in Monitoring and fallback runbook.
Innovation
Agent responsibility contract — Proof before scale: a pilot design for AI agents for business
Before approving AI agents for business, use Agent responsibility contract and Evaluation and escalation suite to prove the promised state on real data. The guide defines rejection evidence, sign-off and the handover owner.
Innovation
Source and permission model — The maintenance reality of RAG knowledge assistant after launch
Plan RAG knowledge assistant from the first working Source and permission model through Retrieval and answer pipeline to an operable Citation and evaluation report. The guide orders dependencies, checks and ownership before production begins.
Innovation
Workflow map — A practical implementation map for n8n automation
Plan n8n automation from the first working Workflow map through Production n8n workflow to an operable Failure and maintenance runbook. The guide orders dependencies, checks and ownership before production begins.
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