SANS
GERARD
Google Developer Expert
Developer Evangelist
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11122633/Screenshot_2023-06-13_at_16.02.55.jpg)
International Speaker
Spoken 201 times in 43 countries
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/4026400/6df7410fac6d0d2822d92d59484ba2d9.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003537/Screenshot_2023-12-15_at_17.20.51.png)
Google AI Learning Path
Vertex AI
Complexity
Features
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003432/Screenshot_2023-12-15_at_16.51.17-removebg-preview.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003860/AI_Studio_Logo.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11116805/replicate-prediction-xus6l6rbwiva7ynyziw2tzappi-removebg-preview.png)
1
2
Opening the world
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10639041/IMG_0281.gif)
Gemini Ultra benchmarks
Gemini for Open Source: Gemma
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11139242/GG32PkgXkAA_NIZ.jpeg)
Responsible AI
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10650223/replicate-prediction-vwcokczbwsvnzct7lr23cnhmk4-min.png)
Reduce Biases
Safe
Accountable to people
Designed with Privacy
Scientific Excellence
Follow all Principles
Socially Beneficial
Not for Surveillance
Not Weaponised
Not Unlawful
Not Harmful
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10454898/AmazingLittleFalcon-size_restricted.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11116802/replicate-prediction-xus6l6rbwiva7ynyziw2tzappi.png)
Global
First steps in Generative AI
Vertex AI
Complexity
Features
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003432/Screenshot_2023-12-15_at_16.51.17-removebg-preview.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003860/AI_Studio_Logo.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11116805/replicate-prediction-xus6l6rbwiva7ynyziw2tzappi-removebg-preview.png)
Imagine
Image Generation
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11118474/Screenshot_2024-02-13_at_13.52.50.png)
Google Lens
Google Search
Learn
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11241644/Screenshot_2024-04-04_at_18.14.25.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11241643/Screenshot_2024-04-04_at_18.15.15.png)
Listen Response
Share
+40 Languages
Be Creative
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11118551/Screenshot_2024-02-13_at_14.12.55.png)
C++, Go, Java, Javascript, Python and Typescript
Code
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11116763/Screenshot_2024-02-12_at_21.08.46.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11139284/Screenshot_2024-02-21_at_12.06.53.png)
Generate
complex graphics
Plot
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10943454/Code_Generated_Image__1_.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10943470/Screenshot_2023-11-23_at_14.24.41.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11116763/Screenshot_2024-02-12_at_21.08.46.png)
Gemini extensions!
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10764353/google_bard_extensions.webp)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11116805/replicate-prediction-xus6l6rbwiva7ynyziw2tzappi-removebg-preview.png)
Access your GMail.
Do More
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11118605/Screenshot_2024-02-13_at_14.29.41.png)
Deep integration with YouTube.
Save Time
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11116763/Screenshot_2024-02-12_at_21.08.46.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11118611/Screenshot_2024-02-13_at_14.32.44.png)
Text Generation
Training: guessing the next word
Adjust model predictions using output
Wikipedia
Christopher  is
Christopher Columbus was
Input
Output
Christopher Columbus discovered  America
Christopher Columbus discovered America  in
Christopher Columbus discovered America in  1492
Christopher Columbus discovered America in 1492 Â .
Christopher Columbus discovered America in 1492.
Christopher Columbus discovered America in 1492.
Christopher Columbus discovered America in 1492.
Christopher Columbus discovered America in 1492.
Christopher Columbus discovered America in 1492.
Christopher Columbus discovered America in 1492 .
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003864/gemini__icon_gradient_rgb.png)
Hyper-dimensional Graph
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9081482/sphere-11550726358codso6mjrc-removebg-preview.png)
who
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9081482/sphere-11550726358codso6mjrc-removebg-preview.png)
is
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9081482/sphere-11550726358codso6mjrc-removebg-preview.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9081482/sphere-11550726358codso6mjrc-removebg-preview.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9081482/sphere-11550726358codso6mjrc-removebg-preview.png)
America
Columbus
discover
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/5092120/grumpy_cat_by_sektor8bit-d7e42ds.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10173917/studying-busy.gif)
Latent Space
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003864/gemini__icon_gradient_rgb.png)
Word Embedding
Word Embedding
Latent Space Exploration
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11246801/IMG_0462.png)
AI generated text is...
Biased
Non-factual
Inaccurate
1+1= 3
Grounding: reducing hallucinations
VectorDB Embeddings
Google Knowledge Graph
Google Search
Fact Checking
Stochastic parrot or AGI?
Common Myths for LLMs today
Antropomorphic
A program not a human.
Brain analogy is a myth. Very limited reasoning and planning.
Deterministic
Uncertain by design. Highly sensitive to inputs and learned patterns. Answers may change using an extra punctuation.
Prompt-driven
Output is dependent on training data. Prompts can't fix data issues or uneven distributions.
Neutral
Biased by training data. This is a blind spot. Difficult to find small mistakes.
Fact-retrieval
Not a database. Can't store or retrieve facts. Data cut-off. Not a search engine.
Responsible AI: confirmation bias
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11242136/Screenshot_2024-04-04_at_23.39.48.png)
Perceived accuracy: 100%
Perceived accuracy: 85%
Real accuracy: 20%
Can be dangerous in high-stakes contexts. Eg: health or finance.
Can be used when errors have little to no consequences.
​Eg: summarising or rephrasing.
Safe to use in general. Perfect accuracy.
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10233719/BeautifulAppropriateArmyworm-size_restricted.gif)
Computer Vision
Computer Vision tasks
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11115984/60d27bb5dce4c03f94e65abc_classification-detection-segmentation.jpeg)
Source: V7 Labs
Visual Training Datasets
A dog running
Digits 0-9
Ant
French cat
MNIST
60K
10 classes
COCO
330K
80 classes
ImageNet
14MÂ
Image + caption
LAION (Web)
5B
Image + text
Embedding high-dimensionality
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11266326/IMG_1268.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10913852/laion-clusters.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10913852/laion-clusters.jpeg)
A prompt will put you in a certain area of the latent space
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10913852/laion-clusters.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10913852/laion-clusters.jpeg)
Note the density of data points and noise ratios
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10913852/laion-clusters.jpeg)
Granular Visual Patches (ViT)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11103703/1_dH1AkliIfZUAP0AXPha03g.webp)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11103703/1_dH1AkliIfZUAP0AXPha03g.webp)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11103725/desktop-wallpaper-happy-kittens-happy-kitten-day.jpeg)
Query Patch
Detail
Image
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11103703/1_dH1AkliIfZUAP0AXPha03g.webp)
Visual Attention Mechanism
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11103725/desktop-wallpaper-happy-kittens-happy-kitten-day.jpeg)
"ginger fur"
"standing on a stone in the garden"
"well-groomed"
Image
Features
Attention
A new generalist Computer Vision
Visual Chat
VQA
Multi-turn
Reasoning
Extract Data
Handwriting
Data entry
OCR
Metadata
Identify
Recognition
Captioning
Categorising
Structure
Elements
Relationships
Hierarchies
Time/Space
Tracking
Activity
Causality
3D/4D
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10981766/Gemini_logo.webp)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003864/gemini__icon_gradient_rgb.png)
Multimodal: better understanding
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11128002/GEiBXWjXYAALKsm.jpeg)
Breaking language barriers
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11128044/GDfv1QtWkAEVigc.jpeg)
Advanced OCR: complex layouts
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11127959/Add_a_heading__6_.png)
Emerging features: mirrored text
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11128032/GEds-A3XQAAOqbO__1_.jpeg)
Computer Vision use-cases
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11019427/lens_update_hero.width-1600.format-webp.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11129543/Sansevieria-Espada-de-San-Jorge-1250x750-1-e1655368187335.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11129549/how-to-read-floor-plans-full-floor-plan-small.webp)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11129550/IMG_0586.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11127954/0dbc48e8-5428-4b41-be96-22dc9b87206f.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11129548/air-force-1-07-shoes-HvZlfx.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11129545/luxury-men-givenchy-used-clothes-p764725-005.jpeg)
Monday to Friday from 6:30 to 13:00 from 16:30 to 20:00
Extract the text for the opening hours and consolidate them in a single paragraph in English
Prompt
Output
Multimodal example
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10981766/Gemini_logo.webp)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003864/gemini__icon_gradient_rgb.png)
HORARI DILLUNS A DIVENDRES DE 6'30H. A
Extract Text
OCR
Image Input
Task
Raw Data
13H 16'30H. A 20'00H
Extract Text
Hand-written OCR
Reason
Mash-up fragments
HORARI DILLUNS A DIVENDRES DE 6'30H. A 13H 16'30H. A 20'00H
Translate
Catalan to English
Monday to Friday from 6:30 to 13:00 from 16:30 to 20:00
Image Generation
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10659393/Imagen_API_v23.gif)
Imagen 2: unlocking image creativity
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11128085/GFV4XbSWAAAeBpS.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11128090/GFVugFQb0AEnQ6j.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11128089/GFWFSlLXcAAXcQN.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11128091/GFWMAIaWIAADD-C.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11128087/GFV7VFJWAAAFIYW.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11128086/GFlRHZUbIAAXE5d.jpeg)
Generative AI for creatives
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10650119/modern-red-armchair.png)
magazine style 4k photorealistic,
modern red armchair
natural lighting
Portrait of a french bulldog
at the beach,
85mm f/2.8
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10650100/sample_generate-image-from-text_bulldog_cleanup.png)
Assortment
of delicious,
freshly-baked donuts
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10650123/replicate-prediction-bd3d5ojbfe5uj6apdg7ftmllsq-min.png)
Prompt
Imagen 2
Image inpainting and upscaling
Original + mask
Imagen 2
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10650110/imagen-editor-deer-results-anim.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10650112/deer_original-_1_.jpeg)
Automatic image captioning
Input
Caption
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10650133/EDV007.jpeg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10650134/Screenshot_2023-07-30_at_20.53.13.png)
AI-driven interior design
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9955113/1_UGBAxwnWbv9Aptja68kx3g.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9955113/1_UGBAxwnWbv9Aptja68kx3g.png)
AI-driven interior design
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9955113/1_UGBAxwnWbv9Aptja68kx3g.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9955113/1_UGBAxwnWbv9Aptja68kx3g.png)
AI-driven interior design
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9955113/1_UGBAxwnWbv9Aptja68kx3g.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9955113/1_UGBAxwnWbv9Aptja68kx3g.png)
AI-driven interior design
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9955113/1_UGBAxwnWbv9Aptja68kx3g.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9955113/1_UGBAxwnWbv9Aptja68kx3g.png)
AI-driven interior design
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9955113/1_UGBAxwnWbv9Aptja68kx3g.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/9955113/1_UGBAxwnWbv9Aptja68kx3g.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/3746855/giphy__6_.gif)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10981766/Gemini_logo.webp)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003864/gemini__icon_gradient_rgb.png)
GoogleAI
VertexAI
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10981719/GAvCzMfXUAAwFuL.jpeg)
Pro 1.0
Pro 1.5
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10981707/Gemini_FlexibleModel.png)
Ultra 1.0
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10981707/Gemini_FlexibleModel.png)
Nano 1.0
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10981707/Gemini_FlexibleModel.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10981740/replicate-prediction-k7zkrdrbtexez7e5ywwm7f4vzi.png)
New multi-modal architecture
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/10981766/Gemini_logo.webp)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003864/gemini__icon_gradient_rgb.png)
1 Million tokens
Gemini 1.0 Pro 128K tokens
(100 pages)
Gemini 1.5 Pro 1M
(800 pages)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003586/Gemini_logo-removebg-preview.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003864/gemini__icon_gradient_rgb.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11129591/Long_Context_Window_Hero_9.gif)
1h
video
11h
audio
30K
LOC
800
pages
1 Million tokens
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11129794/Screenshot_2024-02-18_at_10.47.23.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11183570/Screenshot_2024-03-11_at_19.02.50.png)
Text: Apollo 11 script
402-pages
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11183584/Screenshot_2024-03-11_at_19.02.17.png)
Video: Buster Keaton movie
44-minutes
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11183593/Screenshot_2024-03-11_at_19.01.38.png)
Code: three.js demos
100K-LOC
A new age of AI-driven OSS
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11183708/Untitled_design__7_.png)
RAG vs Massive Context
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11183716/Untitled_design__8_.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11183716/Untitled_design__8_.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11183716/Untitled_design__8_.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11183716/Untitled_design__8_.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11183716/Untitled_design__8_.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11183716/Untitled_design__8_.png)
The Power of Context
Self-contained
Only what you need. Avoids fragmentation and relevance drift
Cost-effective
​Lower investment over time, fixed query latency. No fixed costs
User-guided
Unified data for focus, easier to control and improve quality
Interpretable
Improved transparency, easier to debug & iterate
Extreme In-Context-Learning
English to Kalamang
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/3746975/1150466.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003432/Screenshot_2023-12-15_at_16.51.17-removebg-preview.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003860/AI_Studio_Logo.png)
Limited
Generative AI for Developers
Vertex AI
Complexity
Features
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003432/Screenshot_2023-12-15_at_16.51.17-removebg-preview.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003860/AI_Studio_Logo.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11116805/replicate-prediction-xus6l6rbwiva7ynyziw2tzappi-removebg-preview.png)
Your sandbox for prompts
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11003931/Screenshot_2023-12-15_at_22.25.11.png)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11183696/image_fx_an_illustration_featuring_alice_as_the_main_s.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11183696/image_fx_an_illustration_featuring_alice_as_the_main_s.jpg)
![](https://s3.amazonaws.com/media-p.slid.es/uploads/345677/images/11183696/image_fx_an_illustration_featuring_alice_as_the_main_s.jpg)
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Gemini models landscape
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Introducing Google Gemini
By Gerard Sans
Introducing Google Gemini
In this session, you will learn about Google's Generative AI tools and ecosystem including: Google AI Studio and Gemini chatbot. Google AI Studio is a tool for Developers to build the new wave of Generative AI applications using Gemini foundational models. We will cover a general overview, run some demos using the just released Gemini 1.5 Pro model and answer your questions around the future of AI!
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