Generative AI
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The future of generative AI: What enterprises need to know | Oracle CloudWorld 2023 #
- business need models that help them in making their task easier.
For enterprise #
Payment model #
- enterprise will a single price, it won’t be based on tokens or usage
- no hidden charges
partnership with #
o
OCR of Images #
2023-12-05_15-56-47_screenshot.png #
Difference between ML and generative AI Classical machine learning - - - - - - Teach machines to recognize patterns in data to make predictions, classifications, - - 1 - - - - A - - - - or explanations. Generative Al Go a step further with models able to recognize patterns to create something new that adheres to those patterns and has a basis in our reality.
2023-12-05_15-57-58_screenshot.png #
Generative "Hello, how are" "you?" AlModel
2023-12-05_15-58-28_screenshot.png #
Text Embeddings Embeddings Model
2023-12-05_15-58-47_screenshot.png #
Content creation Copyediting (grammar, style) Chat / question-answering Summarization Generative Al Model Prompt Semantic search Entity extraction Toxicity detection Sentiment analysis
2023-12-05_15-59-54_screenshot.png #
Extract key concepts from complex inputs with Summarization Summarize the transcript of Oracle's June 12th Q4 FY23 earnings call Oracle has reported its fourth quarter and fiscal year 2023 results, with total revenues of $13.8bn, up 18%, and cloud services and license support revenues of $9.4bn, up 25%. Saas cloud revenue, excluding Cerner, was $3bn, up 17%, and infrastructure subscription revenues were $5bn, up 15%. Saas cloud revenue, excluding Cerner, is expected to grow from 28% to 30% in Generate constant currency and 29% to 31% in USD. Total cloud revenues, Saas plus laas, was 4.4bn, up 55%, with laas revenue of 1.4bn up 77% and Saas revenue of 3bn, up 47%. Excluding Cerner, total cloud revenue, Saas plus IS, was up more than 33% at 3.8bn. Total revenues for Q1, including Cerner, are expected to grow from 7% to 9% in constant currency and are expected to grow from 8% to 10% in USD at today's exchange rate.
2023-12-05_16-00-25_screenshot.png #
Improve quality ofhuman outputs with Copyediting Rewrite this networking email to be more professional in style: Dear Greg: It was a pleasure to meet you last week. found our conversation on generative Al to be both informative and engaging. had no prior knowledge of this field, but you have piqued my interest. Hey Greg! It was SO cool to meet you last week!! - liked talking to you about generative Al - Ihad no clue what that was lol Here's my email SO you can write me back! Talk to ya soon, Elena Please feel free to contact me via email. Ilook forward to hearing from you. Best regards, Elena Generate
2023-12-05_16-00-43_screenshot.png #
No one has been addressing the end-to-end needs of - enterprise - customers with generative AI
2023-12-05_16-01-03_screenshot.png #
A X - Oracle Applications Al embedded across Oracle's cloud applications and database portfolio Transform the business OCI Generative Al Service A new Al service with LLMS that can be fine-tuned with experience generative AI GPU Infrastructure D 49 00 00 High-speed, low-cost Al infrastructure for model training
2023-12-05_16-02-26_screenshot.png #
- Oracle' I - S AI - generative advantage I Designed for Tailored to your data Security and privacy Predictable enterprise performance and pricing
2023-12-05_16-08-10_screenshot.png #
Generative AI for enterprise offered through Oracle Cohere delivers top-tier LLM performance, outperforming peers in independent LLM benchmarks Company Model Model type Command Command Command Base Mean win rate 93.0% 93.0% 89.8% 85.5% 84.2% 80.6% 78.3% 74% 67.8% 62.8% 59.2% 58.2% 52.9% 3 cohere Cohere Command (52B) GOpenAI Davinci Instruct 002 GOpenAI Davinci Instruct 003 TNLG v2 (530B) not publicly available or viable to serve given size (not included: GPT-4) from OpenAl) NVIDIA Microsoft ANTHROPIC Anthropic v4 (52B) Command Command Command Base Base Base Base Command Base Al21labs ARTE J1 Grande v2 (17B) Luminous Supreme (70B) Cohere's Command model is ranked very highly in HELM, while being more efficient (52B parameters a cohere Cohere XL (52B) 00Meta GOpenAI Al21labs a am OPT (175B) GPT-3 Davinci (175B) J1-Jumbo (178B) Luminous Extended (30B) with to GPT-3 compared 175B and parameters) more customized easily Hugging Face BLOOM (176B)
2023-12-05_16-15-20_screenshot.png #
An enterprise-first approach with retrieval augmented generation (RAG)
2023-12-05_16-15-44_screenshot.png #
Oracle - - - - - Cloud+ Primavera - - generative AI
2023-12-05_16-23-22_screenshot.png #
What would take 5 hours could now be done in 5 minutes...
2023-12-05_16-23-52_screenshot.png #
Saas Apps Oracle brings AI Al Services to the enterprise at every layer of Data our stack Infrastructure
2023-12-05_16-23-57_screenshot.png #
Oracle' 'S AI is... Enterprise focused Complete Private & secure
2023-12-05_16-24-05_screenshot.png #
Oracle AI and OCI capabilities Al Applications - Custom, Fusion, Cerner, NetSuite, and Vertical Applications Al services COX xOX Speech Prebuilt Al Services GaO Digital Assistant Document Understanding OCI Generative Al Language Vision ML for data platforms €5 - Build Your Own ML Services B Data Science Machine Learning in Oracle Database MySQLI HeatWave AutoML Data Labeling - 2 a a Integration 0 mA E Data Management 97 71 ) Big Data Service AO O Ingest, Transform, Curate, Create GoldenGate & Integrator Streaming Data Integration Data Catalog Oracle Data Data Flow Object Autonomous Storage Database Cloud Infrastructure Everything integrates deeply with OCI 38e ogo Networking "I Compute EEB Storage Security Cloud Native Al Infrastructure
OCR of Images #
2023-12-05_15-56-47_screenshot.png #
Difference between ML and generative AI Classical machine learning - - - - - - Teach machines to recognize patterns in data to make predictions, classifications, - - 1 - - - - A - - - - or explanations. Generative Al Go a step further with models able to recognize patterns to create something new that adheres to those patterns and has a basis in our reality.
2023-12-05_15-57-58_screenshot.png #
Generative "Hello, how are" "you?" AlModel
2023-12-05_15-58-28_screenshot.png #
Text Embeddings Embeddings Model
2023-12-05_15-58-47_screenshot.png #
Content creation Copyediting (grammar, style) Chat / question-answering Summarization Generative Al Model Prompt Semantic search Entity extraction Toxicity detection Sentiment analysis
2023-12-05_15-59-54_screenshot.png #
Extract key concepts from complex inputs with Summarization Summarize the transcript of Oracle's June 12th Q4 FY23 earnings call Oracle has reported its fourth quarter and fiscal year 2023 results, with total revenues of $13.8bn, up 18%, and cloud services and license support revenues of $9.4bn, up 25%. Saas cloud revenue, excluding Cerner, was $3bn, up 17%, and infrastructure subscription revenues were $5bn, up 15%. Saas cloud revenue, excluding Cerner, is expected to grow from 28% to 30% in Generate constant currency and 29% to 31% in USD. Total cloud revenues, Saas plus laas, was 4.4bn, up 55%, with laas revenue of 1.4bn up 77% and Saas revenue of 3bn, up 47%. Excluding Cerner, total cloud revenue, Saas plus IS, was up more than 33% at 3.8bn. Total revenues for Q1, including Cerner, are expected to grow from 7% to 9% in constant currency and are expected to grow from 8% to 10% in USD at today's exchange rate.
2023-12-05_16-00-25_screenshot.png #
Improve quality ofhuman outputs with Copyediting Rewrite this networking email to be more professional in style: Dear Greg: It was a pleasure to meet you last week. found our conversation on generative Al to be both informative and engaging. had no prior knowledge of this field, but you have piqued my interest. Hey Greg! It was SO cool to meet you last week!! - liked talking to you about generative Al - Ihad no clue what that was lol Here's my email SO you can write me back! Talk to ya soon, Elena Please feel free to contact me via email. Ilook forward to hearing from you. Best regards, Elena Generate
2023-12-05_16-00-43_screenshot.png #
No one has been addressing the end-to-end needs of - enterprise - customers with generative AI
2023-12-05_16-01-03_screenshot.png #
A X - Oracle Applications Al embedded across Oracle's cloud applications and database portfolio Transform the business OCI Generative Al Service A new Al service with LLMS that can be fine-tuned with experience generative AI GPU Infrastructure D 49 00 00 High-speed, low-cost Al infrastructure for model training
2023-12-05_16-02-26_screenshot.png #
- Oracle' I - S AI - generative advantage I Designed for Tailored to your data Security and privacy Predictable enterprise performance and pricing
2023-12-05_16-08-10_screenshot.png #
Generative AI for enterprise offered through Oracle Cohere delivers top-tier LLM performance, outperforming peers in independent LLM benchmarks Company Model Model type Command Command Command Base Mean win rate 93.0% 93.0% 89.8% 85.5% 84.2% 80.6% 78.3% 74% 67.8% 62.8% 59.2% 58.2% 52.9% 3 cohere Cohere Command (52B) GOpenAI Davinci Instruct 002 GOpenAI Davinci Instruct 003 TNLG v2 (530B) not publicly available or viable to serve given size (not included: GPT-4) from OpenAl) NVIDIA Microsoft ANTHROPIC Anthropic v4 (52B) Command Command Command Base Base Base Base Command Base Al21labs ARTE J1 Grande v2 (17B) Luminous Supreme (70B) Cohere's Command model is ranked very highly in HELM, while being more efficient (52B parameters a cohere Cohere XL (52B) 00Meta GOpenAI Al21labs a am OPT (175B) GPT-3 Davinci (175B) J1-Jumbo (178B) Luminous Extended (30B) with to GPT-3 compared 175B and parameters) more customized easily Hugging Face BLOOM (176B)
2023-12-05_16-15-20_screenshot.png #
An enterprise-first approach with retrieval augmented generation (RAG)
2023-12-05_16-15-44_screenshot.png #
Oracle - - - - - Cloud+ Primavera - - generative AI
2023-12-05_16-23-22_screenshot.png #
What would take 5 hours could now be done in 5 minutes...
2023-12-05_16-23-52_screenshot.png #
Saas Apps Oracle brings AI Al Services to the enterprise at every layer of Data our stack Infrastructure
2023-12-05_16-23-57_screenshot.png #
Oracle' 'S AI is... Enterprise focused Complete Private & secure
2023-12-05_16-24-05_screenshot.png #
Oracle AI and OCI capabilities Al Applications - Custom, Fusion, Cerner, NetSuite, and Vertical Applications Al services COX xOX Speech Prebuilt Al Services GaO Digital Assistant Document Understanding OCI Generative Al Language Vision ML for data platforms €5 - Build Your Own ML Services B Data Science Machine Learning in Oracle Database MySQLI HeatWave AutoML Data Labeling - 2 a a Integration 0 mA E Data Management 97 71 ) Big Data Service AO O Ingest, Transform, Curate, Create GoldenGate & Integrator Streaming Data Integration Data Catalog Oracle Data Data Flow Object Autonomous Storage Database Cloud Infrastructure Everything integrates deeply with OCI 38e ogo Networking "I Compute EEB Storage Security Cloud Native Al Infrastructure