Deliver business results with confidence using generative AI
AI & Innovation Specialist (candidate)
Friday, 4. April 2025
My introduction
… and how to leverage it for efficiency and creativity
A wide image taken with a phone of a glass whiteboard, in a room overlooking the Bay Bridge. The field of view shows a woman writing, sporting a tshirt wiith a large OpenAI logo. The handwriting looks natural and a bit messy, and we see the photographer’s reflection.
The text reads:
(left)
“Transfer between Modalities:
Suppose we directly model
p(text, pixels, sound) [equation]
with one big autoregressive transformer.
Pros:
* image generation augmented with vast world knowledge
* next-level text rendering
* native in-context learning
* unified post-training stack
Cons:
* varying bit-rate across modalities
* compute not adaptive”
(Right)
“Fixes:
* model compressed representations
* compose autoregressive prior with a powerful decoder”
On the bottom right of the board, she draws a diagram:
“tokens -> [transformer] -> [diffusion] -> pixels”

selfie view of the photographer, as she turns around to high five him




1st Prompt:
> Generate a polished corporate headshot of a smiling professional wearing a navy suit and white shirt. Soft lighting.
2nd Prompt:
> Make it a professional headshot of a confident CEO in a tailored suit, looking poised and authoritative. Standing on a stage.
3rd Prompt:
> A creative individual coding on a laptop, wearing a stylish casual shirt, with vibrant lighting, inspired by la red’s dynamic culture.
How Generative AI is Transforming Content Creation


Streamline production of asset variants for faster, personalized marketing.
TEXT AND IMAGE TO VIDEO
Video workflows, reinvented.
Pick two still images and use them as keyframes to generate a video. Or put your idea into motion with a text prompt. Generate b-roll, create visual effects, and refine shots by choosing camera angles, motion, and style.

AUDIO AND VIDEO TRANSLATION
Go global. Sound local.
Make anyone sound like a native speaker by maintaining the same voice, tone, and cadence across multiple languages.
STYLE AND STRUCTURE REFERENCE
Create with more precision.
Get the right look in less time, even without the perfect prompt. Mimic layouts, poses, and styles. Adjust and refine, or try a new reference image to explore more creative options.


SCENE TO IMAGE
Put your images into perspective.
Design dimensional brand graphics, packaging, illustrations, and more in an intuitive 3D workspace. Create accurate spatial relationships, change angles, and adjust lighting fast — no redrawing needed.
CUSTOM MODELS
Train on your own brand assets with Custom Models.
Drive on-brand content creation across your organization with custom models integrated into your Adobe solutions, unleashing your teams’ creativity while consistently maintaining your unique look and feel.


Campaign refreshes
Accelerate campaign refreshes by streamlining repetitive tasks.
Quickly produce mass quantities of asset variants and keep marketing up to date — without overburdening your creative team.
Content localization
Localize assets and videos to increase marketing reach.
Go global with fast, easy-to-use localization that scales.


Content personalization / hyper-personalization
Personalize assets and videos to connect with customers.
Create unlimited asset variations that tailor your content to diverse audience segments—breaking past resource limits so you can captivate like never before.
AI-driven experiences
Create unique user experiences to wow customers.
Encourage brand interaction through personalized content, powered by AI.

1A. Efficiency and Speed - Accelerate processes to unlock capacity
Generative AI can create content much faster than humans can. This speed allows marketers to focus more on strategy and creativity while letting AI handle repetitive tasks.
1B. Cost-Effective Content Production - Drive the marginal cost to near zero
Instead of needing large teams of content creators, businesses can use AI to generate high-quality content at a lower cost.
2A. Personalization at Scale as standard - Connect more deeply with customers
Producing high-quality content at low marginal cost removes the last barrier to scale. Local teams can modify centrally created assets to fit their needs and quickly incorporate customer feedback, customer preferences, behaviors and demographics to refine content within brand guidelines.
2B. Enhanced Creativity - Make creative roles more strategic to drive innovation
By working alongside AI, content creators can push the boundaries of their creativity and produce content that truly stands out in a crowded digital space. Streamlining labor-intensive tasks will allow teams to focus on refining concepts and enhancing brand differentiation, two critical functions that GenAI does not replace. New roles will also emerge, such as creative technologists, quality engineers and dedicated security teams.
Transform your content supply chain into a growth engine for personalized experiences

Joschka Schwarz - Explore new ways to create