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 63
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
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Business
Eight Rules, One Verdict: The Gate That Keeps 180 of VJOURNAL's 209 Stories Out of Search
A quality gate is a public claim about what a newsroom will not put into search. Run VJOURNAL’s gate over VJOURNAL’s own archive and the claim rests on one line: 29 English stories cite two distinct domains, and those are exactly the 29 that may be indexed.
Business
What the Apply Button Actually Does at an Online School
Every course page ends in the same gesture: a button. VJOURNAL followed the one on VITON13 SCHOOL through its two forms and into the endpoint behind them, and found a machine that gives an applicant 200 characters to explain their goal, accepts four…
Business
Hours, Days or Minutes: What a Time Unit Reveals About Digital Work
A service catalogue keeps four different clocks at once. VJOURNAL counts which digital disciplines quote hours, days or minutes, and explains what each unit quietly promises a buyer.
Business
The Shop Window Holds Eight Services, and Five Stand on the Same Shelf
Price, duration, difficulty and category all describe the work. One field on a VIT MARKET listing describes the seller instead — a true-or-false flag that decides which services reach the shop window. VJOURNAL read where those eight flags landed: five on a…
Business
Filed as Russian, Written in English: Auditing VJOURNAL's Second Edition
VJOURNAL's 9 August audit found 43 affected Russian-locale posts. A 14 August rerun now shows no predominantly non-Russian page and no affected indexable URL.
Business
Your Budget Opens Twice as Many Doors as It Can Walk Through
A budget that can start a digital project may not be enough to finish and operate it. Discovery, production, launch, migration, training, support and measurement are separate cost moments even when one supplier bundles them. Affordability should be.
Business
How Many Hours Are in a Quoted Day? The Constant Nobody Publishes
Ask how long digital work takes and half the answers come back in days and half in hours. Turning one into the other needs a figure — hours per working day — that the VIT MARKET catalogue never publishes anywhere in its 100 listings. Two of its 100 listings…
Business
One Company, Two Catalogues: 29 Fixed Prices Against 100 Ranges
A product price names a defined unit; a service estimate prices a proposed path to an outcome. Comparing the two requires separating inventory risk, production repeatability and returns from discovery, labour, revisions and client dependencies. The.
Business
Twenty-One Listings Hold Half the Money in a Hundred-Service Catalogue
Counting a shop and weighing it produce two different maps. VJOURNAL added up all 100 published price bands in the VIT MARKET catalogue and found four evenly stocked groups holding $39,550, $33,864.50, $16,240 and $10,355.50 of midpoint value. Twenty-one…
Business
Two Clocks, One Story: VJOURNAL Checks Its Own Reading-Time Labels
A reading-time label looks like a measurement and behaves like a claim. Run the arithmetic on this archive and the index promises 2,512 minutes of reading while the article pages compute 1,022 — with not one of the 222 stories carrying the same number in…
Business
Every Service Is Priced Twice, and the Two Prices Do Not Agree
Two currency prices need not match a live exchange conversion when they include regional tax, payment costs, rounding, support or a deliberately fixed commercial rate. The buyer needs the rule and effective date, not an assumed conversion. A transparent.
AI
Choosing an AI Service: The Catalogue Really Only Offers You Two
Choose an AI service by the decision or workflow it must improve, not by the model name. Data access, human review, failure cost, evaluation method and operating owner determine whether a pilot can become a dependable system. NIST frames AI adoption as.
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