Silber Consulting

Silber-Consult.com offers practical, hands-on visual brand design workshops and consultations tailored for participants in incubators and business development centers.

Founder

CVX Ventures

Partner in the CVX Ventures Advisory Team as an advisor, supporting the growth of Danish/Nordic startups.

Advisor

Export Playbook

The Export Playbook platform is a place to learn B2B export best practices, and to find a suitable local service provider. 
It started as B2B Export Setvices and was built as a tool to solve my own pain points as an export service provider. Our biggest asset is the right network and reliable partners. 
Secondly, educated customers. 

Export Playbook is a membership site where we give step-by-step guides to exporters, providing local professionals who bring their first hot leads way faster than anyone ever can, doing it themselves from a distance.

Tallinna Loomeinkubaator / Tallinn Creative Incubator

Mentoring and workshops on demand. The main topics are visual brand psychology, and selling globally through marketplaces like Etsy.

Business Mentor

Kunstimeistrid

Workshops for creative business owners, and working as mentor and educator for new and growing creative businesses for Tallinn Business Incubator for Creative Industries.

Workshops for Georgian and Ukrainian businesses via Tartu Creative Development Center. 

My main role is to educate my customers about marketing and visual branding. I published several e-publications and online courses and held seminars and workshops for different development centers and organizations in Estonia, and abroad.

Independent Entrepreneur

Tartu Centre for Creative Industries

Project Manager

IKEA

Coordination of the functionalities of the three IKEA eCommerce entities in the Baltic countries - Estonia, Latvia, and Lithuania, together with coordinators in LV and LT. Making sure that the current functionalities function well, but also working towards implementing updates, increasing user-friendliness, and suggesting new, helpful tools for the three sites. Working tightly together with developers, online sales specialists, marketing, and customer relations.

eCommerce Digital Integration Coordinator

BL Lashes

Freelance SEO Executive and Content Strategist for a South-Korean brand BL Lashes, improving their recently established website and online presence by using advanced SEO analytics, and relevant analytical tools, finding and implementing critical keywords, and planning out a new content marketing strategy. 

My most significant achievement: organic traffic from 2500 a month when I started, to 35,000+ a month after 9 months.

Search Engine Optimization Manager, Content Strategist

Linde

Product catalog management of AGA/Linde Gas online shops in the REN (Region Europe North) area - Denmark, Norway, Sweden, and Finland.
SEO, digital marketing. Working tightly together with sales representatives in Norway, Denmark, Sweden, and Finland in order to fill AGA's online shops with the right products and attributes in respective languages.

Working for AGA Natural Gas under Linde Group means constant development of knowledge in the gas industry as well as communicating daily in 4+ languages with our partners and colleagues who are based in Germany, the Uk, and Region North Europe.

The eCommerce team was a new project and opened AGA's three first online shops at the beginning of 2018. We were working on getting ready for the launch of an app that allows our customers to purchase their gas on the go.
Our main goal was to convert existing email/phone order customers into online order customers.
My main activities were to manage online product catalogs for each country, managing the content and keeping the SEO up to date. I also supported the work of digital marketing.

eCommerce Product Catalog Manager and SEO

Lõngamaania

I ran an online shop selling crafting products. 

For that, I launched the Norwegian brand Garnstudio DROPS and the Indian brand KnitPro. Both brands are still doing well in Estonia. 

My most significant achievement was launching the Garnstudio DROPS brand in the Estonian market and turning it into a widely used yarn brand.

Retailer

Your Export Localization Advisor In The Nordics: Denmark, Sweden, Norway, And Finland

Victoria Silber

I just published something I wish I'd had 3 years ago.

It's a free guide: "The 5 Stages of Executive Burnout."

I wrote it because I've been through all 5 stages myself. I'm still recovering (currently between stages 4-5).

And I've learned that most executives don't realize they're in burnout until it's too late.

This guide helps you:

👉 Identify where you are (honest self-assessment included)
👉 Understand what's happening in your nervous system
👉 Take immediate action to prevent progression
👉 Know when to seek help

It's 15 pages, actionable, and based on lived experience + research.

If you're exhausted and don't know why, this might help.

Download it here: https://lnkd.in/d-bcw22H

(And if you know someone who needs this, please share it with them. Isolation is real in burnout.)

#burnout #executiveburnout #mentalhealth #leadership #burnoutrecovery

Mental Vacation Hub - Burnout Recovery for High Achievers

Open article: The 5 Stages Of Burnout Guide Download — Mental Vacation Hub by mentalvacationhub.com

The 5 Stages Of Burnout Guide Download — Mental Vacation Hub

When we talk about burnout, we usually focus on symptoms: exhaustion, brain fog, irritability.

But what's actually happening inside your brain?

When I had my collapse, I felt like there was a shell around my brain, and I was a bit freaked out. So I researched what was happening.

When you are severely burned out, your amygdala (threat detection system) stays in overdrive. Your prefrontal cortex (decision-making center) shuts down. Your nervous system forgets how to activate the parasympathetic response.

It's neurobiology.

Understanding the brain science behind burnout changes how you approach recovery. You're not trying to "push through" or "think positive." Instead, you're rebuilding a dysregulated nervous system.

I published a detailed breakdown of the neuroscience - what's happening, why it matters, and what actually helps.

https://lnkd.in/dyfy8RGi

#Burnout #Neuroscience #ExecutiveHealth #MentalWellness #Leadership

DreamGrow Digital

I am responsible for SEO, content marketing, Google Ads and Analytics. I manage strategic planning, key client and partner relations, marketing, training, and consulting.

Founder, Strategist

Äripäev

A radio show about practical sides of internet marketing.

Radio Talk Show Host

Enterprise Estonia

Tallinn Business Incubators

Mentoring incubants in Loomeinkubaator. Creating seminars and workshops to help entrepreneurs get their marketing on track.

Freelancer

I have written thousands of articles, blog posts and e-books. The largest portion of that material covers digital marketing and management. I have also covered social issues, motivation, psychology, and science. I write in English and Estonian.

Best results include social media marketing blog with more than 140k visitors per month and millions of total readers.

Blogger, writer, journalist

Sevenline

Internet marketing and strategy for key clients.

Shipitwise

Now you can send your bulky purchases home using a simple app on your phone. We will deliver large items that are too inconvenient for air travel directly to your home address. You can even use 2-way shipping for your sporting gear and outdoor equipment.

Chief Marketing Officer

NetLead OÜ

Launching and staffing an international SEO company. Activities in 10 countries.

Altex Marketing

Managing day to day business. Internet marketing strategies and implementation for the clients. Launching a series of internet marketing seminars in Estonia.

Member of the Board

Infinit Solutions

Managing the daily activities of the company. Internet marketing strategy and consultation for the clients.

Ole internetis leitav ja too kliendid oma keskkonda. Optimeerimine, koolitused, konsultatsioonid. Küsi, kuidas tulemusi saada

I help your team to improve productivity with AI tools.

AI transformation for businesses & entrepreneurs

✔️ Organized the first series of AI seminars in Estonia
✔️ Helped more than 10,000 professionals with AI productivity
✔️ Spoken at 700+ seminars and conferences on AI, strategy, sales, and marketing
✔️ Lecturer in Estonian universities
✔️ Mentoring business leaders and entrepreneurs marketing, productivity, and AI

Day to day

✔️ Using AI to improve productivity
✔️ Training and consulting
✔️ Key client and partner relations
✔️ SEO and content strategy

Helping clients succeed

✔️ 27+ years managing marketing projects and business development
✔️ Providing marketing services since 1995, helping companies reach clients and increase sales
✔️ Founder of the first digital marketing agency in Estonia
✔️ Project management experience in sales, marketing, and advertising
✔️ Participated in a wide array of software and internet projects, from content management systems to server software

Publications

✔️ Numerous articles in the largest Estonian newspapers
✔️ Countless articles (1500+) about marketing, sales, productivity, and AI
✔️ Built digital marketing blog Dreamgrow.com to more than 250,000 visitors/month

Specialties: AI tools and productivity, business systems, digital strategy, inbound marketing, analytics, SEO, content marketing

Priit Kallas

AI ei tee seda, AI ei tee teist!

Kui ma näitan, kuidas ma oma töös tehisintellekti kasutan, siis saan tihti selliseid vastuseid.

Kui mu ülesanne oleks näidata, mida #AI ei tee, siis oleks mu töö palju lihtsam.

Ei ole mõtet arutleda nende asjad üle, mida ei saa teha! See olukord on meil juba olemas!

Tihti öeldakse, et X-valdkond on palju laiem, need asjad, mida AI abil teha saab. JAH!! Muidugi on. Aga kui sa kirjutad personalitöötajana ametijuhendi AI abil 5x kiiremini valmis, siis sul jääb paar tundi selleks, et teha neid "palju laiem" asju.

Leia tegevused, kus on AIst abi ja saad rohkem aega nendes kohtades, kus pead ise toimetama.

AI produktiivsuse kasvu võti on delegeerida lihtsad ja tüütud asjad masinale. 

AI abil produktiivsuse kasvatamiseks lase AI-l teha 80% tööst ja lisa sellele oma tunnetusega viimane 20%.

PS Jälgi mind, kui tahad teada, milliseid asju saab tegelikult AI abil ära teha.

Priit Kallas ✨

AI productivity boost for your team. AI automation, consulting, training. Find out how to 3x your productivity.

Tegin koosoleku transkribeerimise rakenduse, mis muudab salvestused struktureeritud kokkuvõteteks.

Varem tegin käsitsi mp3 > Gemini transkript > Gemini memo > vormindamine > fail. Nüüd mp3 sisse ja teisest otsast tuleb fail välja.

Koosolekutel ja veestlustel saab salvestada helifaile (online ja off), aga neid keegi ei kuula. Transkriptsioon käsitsi keegi teha ei viitsi. Memo tegemine võtab aega ja tulemus pole ka parim.

MemoMaker kasutab Google Gemini AI-d ja töötab nii:
→ Laed helifaili sisse (kuni 100MB)
→ AI transkribeerib kõne tekstiks
→ Genereerib struktureeritud memo osalistega, otsuste ja järgmiste sammudega
→ Salvestab nii tavalise transkripti kui ka memo

Rakendus töötab eesti ja inglise keeles. Sisseehitatud API võtmete haldur. Töötab Windows, Linux ja Mac arvutites. Eeldab küll, et sul on masinas python.

1h koosoleku fail saab memoks umbes minutiga. Täpne transkriptsioon koos ajatemplitega.

Lisaboonus on veel see, et Google AI studios saad portsu API mahtu täiesti tasuta ja elu on lill.

Vaata, katseta, kas tahad koosolekuid käsitsi üles kirjutad?

PS Jälgi mind, kui tahad teada, milliseid asju saad tegelikult AI abil ära teha.

Google #NanoBanana Pro on väga raju asi.

Varasematel mudelitel on olnud raskusi teksti korralikult kirjutamisega hakkama saada.

Nüüd Google DeepMind viimane pildimasin suudab teha korraliku teksti, mõelda välja loogilise ahela, seda pildil kujutada... ja samal ajal ka päriselt nalja teha (vaataja nalja tunnetamise tase ei pruugi olla lisatud pildiga kompatiibel)

Alguses ei saanud pildimasinad nagu Midjourney isegi lihtsa teksti kirjutamisega hakkama. Siis tuli OpenAI pildi #AI, see sai enamus tekstiga enamvähem hakkama. Samas eesti keeles Õ oli talle pea ületamatuks probleemiks.

Vähem kui aastaga on pildi AI jõudnud tasemele, kus teksti saab pildile peaaegu veatult. Peamine põhjus on uute mudelite uus tehnoloogia.

Midjourney (difusioon) on nagu impressionistlik kunstnik. Annad teema ja masin hakkab lõuendile värvi loopima. Silub seda seni, kuni see näeb ilus välja. Tulemus on emotsionaalne ja stiilne, aga kui sa palud tal maalida täpse vöötkoodi, teksti või logo, siis tulemus ei ole väga hea, sest ta maalib "tunde järgi".

Nano Banana (uus transformer mudel) on nagu insener või printer. Masinal on hiiglaslik kogu valmis elementidest ja ta saab aru struktuurist. Kui palud teha plakati, paigutab ta elemendid loogiliselt paika. Ta "saab aru", mis on "särk" ja mis on "tekst särgil", ega sulata neid kogemata kokku. See annab ka kiirema tulemuse ja kulutab vähem energiat. Miinus: Tulemus võib vahel tunduda natuke "plastmass" või liiga puhas, sest see on kokku pandud loogilistest plokkidest, mitte orgaanilisest mürast.

Midjourneyt ei peaks siiski maha kandma. see on minu arust siiani kõige parema "kunstimaitsega" pildi loomise AI.

Kus sa kasutad oma protsessides AI-piltide tegemist?

PS Jälgi mind, kui tahad teada, milliseid asju pead tegelikult AI teemadest teadma.

Gemini 3 tuli eile välja. Kui GPT-5.1 ja #Claude 4.5 tundusid paigalseisuna, siis nüüd on tunda teatavat edasiminekut.

#Gemini 3 LMArena Elo skoor 1501 on suur samm edasi võrreldes just avaldtatud GPT ja Groki mudelitega.

Teksti kvaliteedi osas on hea asi uus "Thinking Level" parameeter. Kui keerad selle põhja, kaob see tüütu tehisintellekti pugemine ja ülemäärane viisakus ära. Selle asemel saad tipptasemel teksti. Gemini 3 kirjutab nii, et tulemuseks on sügav arusaam teemast, mitte mull

"Vibe Coding": Uus Gemini 3 peal toimiv Antigravity platvorm ei kirjuta lihtsalt koodijuppe, vaid käitub arhitektina ning kasutab haldab terminali, redaktorit ja brauserit korraga.

Humanity's Last Exam (HLE) tulemus 37.5%. Kontekstiks: Gemini 2.5 sai seal 21.6% ja Claude Sonnet 4.5 vaid 13.7%.

Nagu varasemalt on Gemini 3 miljoni tokeni suurune kontekstiaken. Nii saad normaalseid tulemusi ka suuremate andmemahtudega. Treeningandmed ulatuvad 2025. aasta jaanuari.

Hind ei ole odav, aga selle võimekuse eest väga hulle ei ole:
Sisend: $2.00 / 1 miljon tokenit.
Väljund: $12.00 / 1 miljon tokenit (kuni 200k pikkuste promptide puhul).

Samas koodi võimekuse osas on mõned küsitavused, SWE-bench edetabelis on mudel alles 3. kohal, mis on spetsiifiliste bugide parandamisel ohumärk. Ka matemaatikaga on segased lood, mõned saavad väha häid tulemusi, teised ainult hallukaid.

Ma ise kasuta üha rohkem oma töös Geminit, sest eesti keel tundub soravam ja vastused põhjalikumad. Eriti kasulik kohtades, kus vaja pikka sisulist vastust ja on väga palju andmeid sisendiks. Google DeepMind #AI on ka otsingu kasutamisel ootuspäraselt väga hea.

Mis mudelit sa ise igapäevaselt oma töös kasutad?

PS Jälgi mind, kui tahad teada, milliseid asju pead tegelikult AI teemadest teadma.

#AI teeb personalijuhtimises pea kõik ära ja teeb seda tööd üha produktiivsemaks. Inimesele jääb suhtlus, usaldus ja otsused. Reedel koolitasin Swedbank Estonia meeskonda sel teemal.

Kus on võidud?

Töökuulutused
65% HR-spetsialistidest juba kasutab AId töökuulutuste kirjutamiseks. See kiirendab teksti loomist ja hoiab aega sihtimisele. Hiljutises uuringus nägin, et mõned ettevõtted on selles faasis tuutnud saavutada 5-6x ajalist võitu

CVde hindamine
54% ettevõtetest, kes kasutavad HRis AI/GenAI lahendusi, on rakendanud oskustepõhist kandidaatide sobitamist. See lühendab eelsõelu ja suurendab võimalust õige kandidaadi leidmiseks.

Intervjuu küsimused ja kirjad kandidaatidele
Üks päris kasutuslugu: LLMi abil säästab värbamistiim 30+ tundi kuus, sest töö kirjeldused, esmane sõel ja ajastamine liiguvad automaatselt. Infinity Group (UK)

Sisseelamise programm
HRis on keskmine ajavõit 15–20% tänu AI-põhisele automatiseerimisele ja toele.

Selleks, et meeskonnad näeks mõõdetavat tootlikkuse tõusu GenAI kasutusel on vaja protsessid ja oskused paika saada ning valida sobivad tööriistad. 

Näiteks, kui defineerid ühe konkreetse kasutusjuhtumi korraga (nt kuulutus, sõel, intervjuu, kiri), siis näed kiiresti tulemusi.

PS Jälgi mind, kui tahad teada, kuidas AI abil tulemusi saada ja äriprotsesse automatiseerida.

ChatGPT sisse on tulemas grupivestluse funktsioon:

Grupivestluses saab igaüks liituda sinu chatiga, mis ilmub külgribale eraldi jaotises Grupivestlused. Saad toimetada koos meeskonnaga nii, et ka #AI osaleb vestluses.

Grupivestluse enda sätted on isiklikust ChatGPT-st täiesti lahus. Saad valida, kas ChatGPT vastab automaatselt või ainult siis, kui keegi teda mainib. Isiklikku mälu grupivestlustes ei kasutata.

Rakenduse failides on veel mainitud võimalust vastata konkreetsele sõnumile, anda märku kui keegi kirjutab, laadida üles faile, genereerida pilte ja kasutada veebipõhist otsingut.

Praegu on jagamise võimalus, aga grupivestlus annab sellele täiesti uue mõõtme.

PS Jälgi mind, kui tahad teada, milliseid asju saab tegelikult AI abil ära teha.

Ma olen paljude juristidega rääkinud AI kasutamisest. Nagu kõik spetsialistid, leiavad nad kohti, kus #AI ei tee kõike päris õigesti ja natuke tööd jääb inimjuristile.

Aga see ei ole tavainimesele tähtis, sa saad ikka AId oma juura asjades kasutada.

Ma täna ei lahenda ühtki vaidlust kaupmeestega imal AI abita. a) ei ole mõtet kirjutamisele aega raisata, b) AI kirjutab veenvamat juriidilist teksti kui sina. Ma olen mitmeid vaidlusi lahendanud AI abiga ilma, et isegi väga loeks, mida AI kirjutab.

Aga on veel üks kasutus, kus lihtsalt kasutad AId nagu teist silmapaari.

Küsi AI käest, kas ta leiab lepingus midagi veidrat või sinul kahjuliku. Näiteks kohad, mida lasta AI-l lepingutes kontrollida:

* Kohustuste tasakaal: kas vastutus on ühele poolele kallutatud?
* Automaatpikenemine & lõpetamine: pikeneb vaikimisi? kuidas lõpetada?
* Peidetud kulud: haldus-/väljastus-/indekseerimistasud, hinnakorrektsioonid.
* Vastutuse piirangud: kas otsese kahju hüvitis on liiga madal või puudub?
* Vaidluste lahendamine: koht, keel, vahendus/arbitraaž, kulude kandja.
* Tähtajad: rikkumise tagajärjed.

Mõned lepingud, mis võiksid olla tavainimesele piisavalt suured, et nendega vaeva näha:

* Üürileping: tagatisraha, kõrvalkulude arvestus, hooldus/remont, leppetrahvid, etteteatamise tähtaeg, üleandmise akt
* Remondi-/ehitustööd: töö maht, materjalid, tähtaeg, maksegraafik, garantiiperiood, hilinemistrahv
* Kasutatud auto ost/müük: varjatud puuduste vastutus, üleandmise akt, pretensioonitähtaeg, garantii, vahendustasu
* Liikmelisused (gym/ühiskontor/tarkvara): lepingu pikkus, peatamine, automaatpikenemine, ennetähtaegse lõpetamise trahv
* Seadme remont/parandus: diagnoositasu, remondi tähtaeg, töögarantii, varuosade päritolu

Samuti saad AI käest nõu küsida, kuidas neid punkte läbi rääkida.

PS Jälgi mind, kui tahad teada, kuidas AI abil tulemusi saada ja äriprotsesse automatiseerida.

Anthropic’s new report details the first large-scale cyberattack executed by an #AI, not just assisted by one.

A Chinese state-sponsored group used the #Claude Code tool to infiltrate ~30 global organizations in tech, finance, and government.

This is what happened:

It was autonomous: The AI performed 80-90% of the entire campaign. Human operators only stepped in at 4-6 critical decision points.

It was "jailbroken": Attackers didn't use a complex hack. They told the AI it was an employee at a cybersecurity firm doing defensive testing. They also broke the attack into tiny, innocent tasks to hide the malicious goal.

It ran the full attack: The AI performed reconnaissance, identified high-value databases, wrote its own exploit code, harvested credentials, and created backdoors. At its peak, it made thousands of requests per second.

The tool for defense was the same: Anthropic's team used Claude to analyze the enormous amount of data from the attack and disrupt the operation.

It wasn't a perfect weapon. The AI still hallucinates. It made up credentials and claimed public data was secret. This remains a real obstacle for fully autonomous attacks.

But the barrier for sophisticated, high-speed attacks just dropped to the floor. This confirms that AI-driven defense is no longer optional.

PS Follow us for more info about using LLMs in business either for productivity or defending from attacks.

PPS Hello to all the people who didn't like my last flow diagram, check out this one 😂

Yesterday I experimented with the new #Gemini 3 Pro model. I used it for writing, coding, and experimented with images.

The results are great!

First, the most trivial thing. Writing with Google DeepMind's Gemini 3 is great! However, if you have used 2.5 for some time then there's not a huge leap. It is great but you already got good enough content for #sales, #marketing, and #writing from Gemini 2.5 pro.

Next, images with #NanoBanana Pro. This is next level! There will be so much work you can do with images now that were IMPOSSIBLE 2 weeks ago.

Finally, I moved on to #vibecoding. I needed to finish one of my customer's project. The project involves everything you would expect from a business #automation workflow:

1. Getting the information,

2. enriching the collected data (one part of it is using #AI vision to get data from photos),

3. adding more information from public sources, and finally

4. delivering the result in an appealing web UI.

I worked on this project for about 4 hours during the day. But the impressive part is that AI worked for me

1 hour, 44 minutes, and 29 seconds!!!

Gemini 3 Pro wrote 3061 lines of code. If you consider 100 lines per hour as an average dev speed, this means 30 HOURS!!! of dev work. 4 days! Non-stop!

But that's not all, I also wrote about 1,500 lines of HTML. This is usually done with HTML-editors so let's say 2 to 3 additional hours.

So, in total AI did the work of 4 full days in less than 2 hours. If I had used a human for this the code would be ready some time in the next 10 days!!!

No, it was not the most complicated code, but is solves a problem. Before AI this work would have taken at minimum 2 weeks and the invoice from the dev would have been at THE VERY LEAST in the 3000+ range.

Now it took me a DAY!!!

And remember, this is the worst AI will ever be at coding. New models come out every couple of months and the improvements are huge!

What's your biggest win with AI?

PS Follow me for more info about using #LLMs in business either for productivity or defending from attacks.

#NanoBanana PRO is a powerful! It has both image editing and creation

Here are some practical ways you can use it to in your workflow:

1. Maintain visual consistency for branding and content
Character and model consistency: Use a reference image of a person or character and place them into entirely new scenes (a coffee shop, a detailed setting) and keeping their look identical. excellent for consistent advertising campaigns.

Product placement: add products into existing images. For example, replace a generic object in a person's hand with a specific branded item, like swapping a drinks can for a specific bottle.

2. Rapid scene and environment modification
Interior design: Transform interior spaces. Take a photo of a room and prompt it to become a refurbished, modern room keeping the original dimensions intact. Then, add furniture, plants, or change the lighting (setting the scene to night).

Weather and lighting adjustments: Change the atmosphere of a photo by prompting specific weather conditions (heavy rain, thick snow, sandstorm) or adjusting lighting for day-to-night effects.

Selective style changes: Apply different art styles (like N64 graphics or impressionist painting) to an entire image, or apply a style to only a specific object within the photo (making a piece of food look like a hand-drawn illustration while keeping the rest realistic).

3. Efficient editing and composition control
Clean up backgrounds: remove unwanted objects from a scene, such as lines or distracting elements and keep the subject the same.

Control camera angles: Generate different perspectives from a single input image. Transforming a ground-level street shot into an aerial or bird’s-eye view. This helps simulate multiple camera setups without needing new photos.

4. Restoration and historical updates
Restore damaged or faded vintage family photos using a simple text prompt.

Modernize imagery: add color to old photos, apply natural skin tones, and update a scene by placing the historical subject into a contemporary settin.

Do you have any tasks in your workflow where you can use Google DeepMind's new image #AI?

PS Follow me for more info about using #LLMs in business either for productivity or defending from attacks.

Eile tulid NVIDIA järjekordsed tulemused. Järekordselt analüütikud alahindasid nõudlust #AI riistvara vastu.

AI võib olla hetkeline mull, #NVDA võib ka põhja minna, aga sarnaselt arvuti ja interneti tulemisega muutub see meie elu osaks ja mõjutab sadu triljoneid globaalset GDPd järgmiste aastate jooksul

See on põhjus, miks suured tegijad praegu näiliselt raha põletavad.

Mäng käib 35 triljoni dollari peale aastas. Peaga töötajate osa maailma GDPs on ca kolmandik. Maailma GDP on ligikaudu 110 triljonit dollarit.

See on summa, mida maailm maksab igal aastal inimestele "peaga tehtava" töö eest. See number paneb kõik hiljutised Nvidia tulemused ja OpenAI investeeringud hoopis teise perspektiivi.

Selline matemaatika:

Turg on hoomamatult suur. 35 triljonit dollarit aastas läheb praegu inseneridele, analüütikutele, kirjutajatele ja juhtidele. Tehnoloogiafirmad ei sihi enam ainult reklaamiturgu, vaid globaalset palgafondi.

Investeeringud on selle kõrval peenraha. Kui kuuled, et keegi ehitab 100 miljardi eest andmekeskust, siis see tundub kallis. Aga kui see annab ligipääsu turule, mille maht on 35 000 miljardit, on see soodusmüük.

Eesmärk on kognitiivne tööjõud. Jutt ei käi enam paremast otsingumootorist. Jutt käib tarkvarast, mis suudab teha ära keskmise kontoritöötaja töö.

Marginaalid muutuvad. Inimtööjõu skaleerimine on kallis ja aeglane. Digitaalse "mõttetöö" paljundamine maksab murdosa sellest. See on põhjus, miks investorid ei vaata praeguseid kulusid, vaid tuleviku potentsiaali.

Siin on üks kainestav reaalsuskontroll. See üleminek ei juhtu üleöö ega nipsust. Füüsiline maailm seab piirid, meil pole täna veel piisavalt ressursse, et jooksutada mudeleid, mis suudaksid kogu seda 35 triljonilist koormust kanda.

Aga suund on selge.

Kas sinu valdkonnas on juba tunda, et AI hakkab päriselt "mõttetööd" üle võtma või on see endiselt pigem lihtsalt abimees?

PS Jälgi mind, kui tahad teada, milliseid asju pead tegelikult AI teemadest teadma.

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Priit Kallas

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The Battle

Victoria Silber

Priit Kallas

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Engagements

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Performance Score.css-goub6s{font-size:var(--chakra-fontSizes-md);font-weight:500;color:var(--chakra-colors-gray-600);display:block;margin-top:var(--chakra-space-1);}Victoria Silber's LinkedIn Performance

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Performance ScoreVictoria Silber's LinkedIn Performance