About
A small studio that works by measuring.
Mihci AI Studios LLC is an AI and media studio founded by Fırat Mıhcı. We run our own live products, publish our research with DOIs, and for clients we train models and build voice assistants, websites and video.
The way we work rests on one rule: a claim goes on the page only if it was measured. Every figure is our own measurement; the data and code behind our research are open.
In the press
Every link goes to where the story was published
AI vocabulary seeping into human writing
Our study of 18,989 academic abstracts: as rewritten machine text gets accepted as human writing, the "human" baseline detectors rely on shifts too. The story broke on 1 September 2026 in TechRadar Pro and within a day spread to the press in Korea, Japan, China, Vietnam and Indonesia.
- TechRadar ProThe story that broke the study
- Yahoo TechTo Yahoo's tech readers the same evening
- MSNOn Microsoft's news platform
- inklIn its curated news
- Nate NewsOn one of Korea's largest news portals
- DigitalTodayKorean story
The same day, in English, Japanese, Chinese and Vietnamese editions
- Readers.idIn Indonesia
- Telset.idIn Indonesia
Interviews
With our founder Fırat Mıhcı, on product, pricing and working with evidence.
"If the meaning changes, the metric is irrelevant."Fırat Mıhcı, Leaders Perception
- TechRoundA small company's answer to calls for AI oversight: publish numbers anyone can test
- ValiantCEOPricing by workload instead of locking features away
- ValiantCEORunning the company as a solo founder and holding the product to published evidence
- Leaders PerceptionChoosing to preserve meaning over a detector score
Alanya: 12,222 tourist reviews
A language technology partnership with the Alanya City Council: the city report card drawn from tourist reviews was widely covered in the local press.
Our ecosystem partners in the press
AI Tools Police founder Mücahit Kaya is regularly quoted as an expert; Is My Brand in AI founder Minel Gunesoglu was interviewed. Is My Brand in AI research has been cited by 15 publishers in 7 countries: full list.
- Tech.euMücahit Kaya: humans must not hand their thinking over to AI
- The New TimesExpert view on AI agents, Rwanda
- TechRoundComment on the OpenAI and Replit partnership
- ValiantCEOPricing interview with Mücahit Kaya
- ValiantCEOInterview with Minel Gunesoglu: Is My Brand in AI and Vouch
- MoneyLionAI-proof jobs; also published on Yahoo and AOL
Research
Preprints, data and code are open
- The Fingerprint Is Leaking Into the RecordJune 2026 · DOI 10.13140/RG.2.2.14890.38085
- Every Model Has an AccentJune 2026 · DOI 10.13140/RG.2.2.18245.82402
- What Actually Changes as English Proficiency GrowsJune 2026 · DOI 10.13140/RG.2.2.35861.90086
- UN General Assembly Speeches Now Sound More Like ChatGPTSeptember 2026 · DOI 10.13140/RG.2.2.29604.64645
- It Isn't Delve: The Real Lexical Signature of Machine-Generated TextJune 2026
- There Is No Aesthetic Surprisal ArcJune 2026
- What 12,000 Tourists Say About AlanyaJune 2026
Our ecosystem partners and products
What we recommend, we use first
Our ecosystem partners
Founders: Is My Brand in AI and Vouch's Minel Gunesoglu (LinkedIn · company page · about) and AI Tools Police's Mücahit Kaya (LinkedIn).
Mıhcı Law Firm and Dr. Testo: founded by Fırat's brother, attorney Mustafa Mıhcı (about).
Our products
Crest
Scientia est lux lucis
Our logo comes from the Mıhcı family crest. The sun, the crown, the cross, the three fleurs-de-lis and the book are all still there, redrawn in this studio's language.
- SunIts rays are a signal spectrum; the flame rays are waves.
- CrossTwo signal lines that quarter the shield.
- Fleurs-de-lisLines that end in nodes.
- BookA chip whose clasps became pins.
- CrownAn arc of five nodes.
The motto stayed the same: Scientia est lux lucis. Knowledge is the light of light. That is how we work: measure first, then speak.
Send a signal.
A short brief is enough. We'll take the first measurement together and talk about what to build in numbers.