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 62
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
Company News
What a Website Actually Costs in 2026: Reading a Twenty-Fold Price Range Without Guessing
The cheapest site in the VIT MARKET catalogue costs $150 and the most expensive build reaches $6,000. That is a twenty-fold spread for something buyers describe with the same three words, and the gap is not margin.
Company News
Getting Quoted by ChatGPT: What AI Search Visibility Actually Costs, and What the Money Buys
Being cited in an AI answer is not a ranking, and the work that earns it is not the work that earned rankings. The price range for it runs from $150 to $2,500, and the difference between the ends is not effort but scope.
Business
The Date That Moves: 33 VJOURNAL Stories Are Published on Whatever Day You Build the Site
A publication date looks like the least interesting number on a news page. In VJOURNAL’s English edition, 33 of its 209 stories have no date of their own: they report whatever day the site was last built, which today puts a fifth of the edition on one date.
Business
566 Links, 13 Destinations: VJOURNAL Audits Its Own Related Stories
A related-stories box looks like an editorial judgement and behaves like a sort order. Counted across VJOURNAL's own English edition, 209 article pages print 566 internal links that land on thirteen destinations — and half the edition recommends the same…
Business
Fifteen Dollars and Four Neighbours: Buying at the Edge of a Price List
Every price in a catalogue has neighbours — other listings whose published range covers the same money. Counted across 99 listings, the median has 71 of them and the cheapest has four, three of which touch it at a single dollar. The thin ends of a price list…
Business
One Story, Three Sections: VJOURNAL Audits Its Own Filing System
Tags look like decoration until somebody counts them. Across a closed reporting period of 207 posts, VJOURNAL's records carry 46 different category labels and 20 different region strings, which the site then flattens into 10 sections and 4 desks. This is…
Business
Two Paragraphs at a Time: What VJOURNAL's Own Articles Are Shaped Like
Structure is the part of an article a reader feels and nobody measures. Counted across the 209 records the English edition serves, VJOURNAL resolves into 1,180 sections, 3,054 paragraphs and 558 questions — and into two formats with a hole between them.
Business
Three Jobs the Catalogue Prices Twice — and What the Higher Bill Buys
Use deterministic automation when rules and inputs are stable; consider AI when the work requires interpretation of variable language, images or context. Many useful systems combine both and route uncertain cases to a person. The higher quote should buy.
Business
Eighty-Two Labels for a Hundred Services: The Catalogue You Cannot Comparison-Shop
Agency prices vary because category labels hide different outputs, risk positions, team structures, review depth, ownership terms and support periods. The same label is not evidence that two offers are substitutable. A valid comparison holds outcome and.
Business
One Publisher, 180 Posts: VJOURNAL Audits Its Own Source List
VJOURNAL reduced its own archive to a citation graph: 207 posts, 22 distinct source domains, and one publisher on 86.96 percent of everything. This is the transparency report nobody writes voluntarily — the count of who the newsroom actually leans on, with…
Business
One Budget, Four Clocks: Why $950 Buys 16 Hours or 48
The same price can rationally cover different timelines when the work uses different staffing, automation, review depth or dependency assumptions. Price alone cannot reveal the production model behind the promise. A 16-hour and a 48-hour offer become.
Business
Three Times the Floor: The Quiet Convention Inside Almost Every Price Range
A wide price range is a statement about unresolved information, not automatically a sign of overpricing. Its value depends on whether the supplier identifies the assumptions that move the estimate from the lower to the upper bound. Official estimating.
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