Nifal Adam
@nifaladam.bsky.social
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Stay tuned for Day 3 updates tomorrow! 🚀
Follow me to get the latest updates first!
#AI #ArtificialIntelligence #OpenAI #TechUpdates
Follow me to get the latest updates first!
#AI #ArtificialIntelligence #OpenAI #TechUpdates
December 6, 2024 at 7:41 PM
Stay tuned for Day 3 updates tomorrow! 🚀
Follow me to get the latest updates first!
#AI #ArtificialIntelligence #OpenAI #TechUpdates
Follow me to get the latest updates first!
#AI #ArtificialIntelligence #OpenAI #TechUpdates
Beyond healthcare:
Successfully tested in:
• Biochemistry
• AI safety
• Legal
• Finance
• Engineering
• Insurance
Successfully tested in:
• Biochemistry
• AI safety
• Legal
• Finance
• Engineering
• Insurance
December 6, 2024 at 7:41 PM
Beyond healthcare:
Successfully tested in:
• Biochemistry
• AI safety
• Legal
• Finance
• Engineering
• Insurance
Successfully tested in:
• Biochemistry
• AI safety
• Legal
• Finance
• Engineering
• Insurance
Example case study:
Patient symptoms → Gene prediction
• Input: Medical history + symptoms
• Output: Ranked gene list + reasoning
• Grading: Higher scores for correct genes ranked higher
• Success: Found TSC2 as top candidate
Patient symptoms → Gene prediction
• Input: Medical history + symptoms
• Output: Ranked gene list + reasoning
• Grading: Higher scores for correct genes ranked higher
• Success: Found TSC2 as top candidate
December 6, 2024 at 7:41 PM
Example case study:
Patient symptoms → Gene prediction
• Input: Medical history + symptoms
• Output: Ranked gene list + reasoning
• Grading: Higher scores for correct genes ranked higher
• Success: Found TSC2 as top candidate
Patient symptoms → Gene prediction
• Input: Medical history + symptoms
• Output: Ranked gene list + reasoning
• Grading: Higher scores for correct genes ranked higher
• Success: Found TSC2 as top candidate
Results from testing:
O1-mini with RFT outperformed base O1:
• Top@1: 31% vs 25%
• Top@5: 41% vs 38%
• Top@max: 45% vs 38%
All on completely new genes (no overlap in training)
O1-mini with RFT outperformed base O1:
• Top@1: 31% vs 25%
• Top@5: 41% vs 38%
• Top@max: 45% vs 38%
All on completely new genes (no overlap in training)
December 6, 2024 at 7:41 PM
Results from testing:
O1-mini with RFT outperformed base O1:
• Top@1: 31% vs 25%
• Top@5: 41% vs 38%
• Top@max: 45% vs 38%
All on completely new genes (no overlap in training)
O1-mini with RFT outperformed base O1:
• Top@1: 31% vs 25%
• Top@5: 41% vs 38%
• Top@max: 45% vs 38%
All on completely new genes (no overlap in training)
Real-world example: Rare disease diagnosis
• Partnered with Berkeley Lab & Charité Hospital
• Model analyzes patient symptoms to identify causative genes
• Addresses 300M+ people globally affected by rare diseases
• Reduces diagnostic time from months/years
• Partnered with Berkeley Lab & Charité Hospital
• Model analyzes patient symptoms to identify causative genes
• Addresses 300M+ people globally affected by rare diseases
• Reduces diagnostic time from months/years
December 6, 2024 at 7:41 PM
Real-world example: Rare disease diagnosis
• Partnered with Berkeley Lab & Charité Hospital
• Model analyzes patient symptoms to identify causative genes
• Addresses 300M+ people globally affected by rare diseases
• Reduces diagnostic time from months/years
• Partnered with Berkeley Lab & Charité Hospital
• Model analyzes patient symptoms to identify causative genes
• Addresses 300M+ people globally affected by rare diseases
• Reduces diagnostic time from months/years
Key features of RFT:
• Uses same RL algorithms that improved O1
• Requires only dozens of examples
• Allows models to learn new reasoning patterns
• Launching publicly in early 2024
• Uses same RL algorithms that improved O1
• Requires only dozens of examples
• Allows models to learn new reasoning patterns
• Launching publicly in early 2024
December 6, 2024 at 7:41 PM
Key features of RFT:
• Uses same RL algorithms that improved O1
• Requires only dozens of examples
• Allows models to learn new reasoning patterns
• Launching publicly in early 2024
• Uses same RL algorithms that improved O1
• Requires only dozens of examples
• Allows models to learn new reasoning patterns
• Launching publicly in early 2024
BREAKING: OpenAI Day 2 – Introducing Reinforcement Fine-Tuning (RFT) for the O1 Model! 🚀
OpenAI launches RFT, letting users customize models with their own datasets. Unlike standard fine-tuning, RFT uses reinforcement learning to improve reasoning.
What you need to know🧵
OpenAI launches RFT, letting users customize models with their own datasets. Unlike standard fine-tuning, RFT uses reinforcement learning to improve reasoning.
What you need to know🧵
December 6, 2024 at 7:41 PM
BREAKING: OpenAI Day 2 – Introducing Reinforcement Fine-Tuning (RFT) for the O1 Model! 🚀
OpenAI launches RFT, letting users customize models with their own datasets. Unlike standard fine-tuning, RFT uses reinforcement learning to improve reasoning.
What you need to know🧵
OpenAI launches RFT, letting users customize models with their own datasets. Unlike standard fine-tuning, RFT uses reinforcement learning to improve reasoning.
What you need to know🧵
Stay tuned for Day 2 updates tomorrow! 🚀
Follow me to get the latest updates first!
#AI #ArtificialIntelligence #OpenAI #TechUpdates
Follow me to get the latest updates first!
#AI #ArtificialIntelligence #OpenAI #TechUpdates
December 6, 2024 at 5:42 PM
Stay tuned for Day 2 updates tomorrow! 🚀
Follow me to get the latest updates first!
#AI #ArtificialIntelligence #OpenAI #TechUpdates
Follow me to get the latest updates first!
#AI #ArtificialIntelligence #OpenAI #TechUpdates
Coming soon with o1:
• Enhanced capability for more compute-intensive tasks
• Web browsing
• File uploads
• API access with new features like image understanding
• Enhanced capability for more compute-intensive tasks
• Web browsing
• File uploads
• API access with new features like image understanding
December 6, 2024 at 5:42 PM
Coming soon with o1:
• Enhanced capability for more compute-intensive tasks
• Web browsing
• File uploads
• API access with new features like image understanding
• Enhanced capability for more compute-intensive tasks
• Web browsing
• File uploads
• API access with new features like image understanding
Demo 3: o1 Pro mode
Solved challenging chemistry protein problem:
• Complex multi-criteria analysis
• Correctly identified retinochisen
• Demonstrated deep domain knowledge
• Solved in 53 seconds
Solved challenging chemistry protein problem:
• Complex multi-criteria analysis
• Correctly identified retinochisen
• Demonstrated deep domain knowledge
• Solved in 53 seconds
December 6, 2024 at 5:42 PM
Demo 3: o1 Pro mode
Solved challenging chemistry protein problem:
• Complex multi-criteria analysis
• Correctly identified retinochisen
• Demonstrated deep domain knowledge
• Solved in 53 seconds
Solved challenging chemistry protein problem:
• Complex multi-criteria analysis
• Correctly identified retinochisen
• Demonstrated deep domain knowledge
• Solved in 53 seconds
Demo 2: Multimodal capabilities
Solved complex space datacenter cooling problem:
• Analyzed hand-drawn diagram
• Calculated radiator surface area (2.42M sq meters)
• Handled ambiguous parameters intelligently
• State-of-the-art performance on MMMU & MathVista benchmarks
Solved complex space datacenter cooling problem:
• Analyzed hand-drawn diagram
• Calculated radiator surface area (2.42M sq meters)
• Handled ambiguous parameters intelligently
• State-of-the-art performance on MMMU & MathVista benchmarks
December 6, 2024 at 5:42 PM
Demo 2: Multimodal capabilities
Solved complex space datacenter cooling problem:
• Analyzed hand-drawn diagram
• Calculated radiator surface area (2.42M sq meters)
• Handled ambiguous parameters intelligently
• State-of-the-art performance on MMMU & MathVista benchmarks
Solved complex space datacenter cooling problem:
• Analyzed hand-drawn diagram
• Calculated radiator surface area (2.42M sq meters)
• Handled ambiguous parameters intelligently
• State-of-the-art performance on MMMU & MathVista benchmarks
Demo 1: Speed improvement
Sample history query about Roman emperors:
• o1: 14 seconds
• o1 Preview: 33 seconds
Plus higher accuracy on complex historical details
Sample history query about Roman emperors:
• o1: 14 seconds
• o1 Preview: 33 seconds
Plus higher accuracy on complex historical details
December 6, 2024 at 5:42 PM
Demo 1: Speed improvement
Sample history query about Roman emperors:
• o1: 14 seconds
• o1 Preview: 33 seconds
Plus higher accuracy on complex historical details
Sample history query about Roman emperors:
• o1: 14 seconds
• o1 Preview: 33 seconds
Plus higher accuracy on complex historical details
ChatGPT Pro features:
• Unlimited access to models (o1, GPT-4)
• Advanced voice mode
• o1 Pro mode for enhanced performance
• Higher reliability on complex tasks
• Will get additional features during the 12 days
• Unlimited access to models (o1, GPT-4)
• Advanced voice mode
• o1 Pro mode for enhanced performance
• Higher reliability on complex tasks
• Will get additional features during the 12 days
December 6, 2024 at 5:42 PM
ChatGPT Pro features:
• Unlimited access to models (o1, GPT-4)
• Advanced voice mode
• o1 Pro mode for enhanced performance
• Higher reliability on complex tasks
• Will get additional features during the 12 days
• Unlimited access to models (o1, GPT-4)
• Advanced voice mode
• o1 Pro mode for enhanced performance
• Higher reliability on complex tasks
• Will get additional features during the 12 days
o1 improvements:
• 34% fewer major mistakes
• 50% faster response times
• New multimodal capabilities (image + text)
• Better instruction following
• Adaptive thinking (fast for simple queries, thorough for complex ones)
• 34% fewer major mistakes
• 50% faster response times
• New multimodal capabilities (image + text)
• Better instruction following
• Adaptive thinking (fast for simple queries, thorough for complex ones)
December 6, 2024 at 5:42 PM
o1 improvements:
• 34% fewer major mistakes
• 50% faster response times
• New multimodal capabilities (image + text)
• Better instruction following
• Adaptive thinking (fast for simple queries, thorough for complex ones)
• 34% fewer major mistakes
• 50% faster response times
• New multimodal capabilities (image + text)
• Better instruction following
• Adaptive thinking (fast for simple queries, thorough for complex ones)
o1 Performance Gains vs GPT-4:
• Competition Math: 13.4% → 83.3%
• Competition Code: 11% → 89%
• PhD Science Questions: 56.1% → 78%
• Matching/exceeding expert human performance (69.7%)
• Competition Math: 13.4% → 83.3%
• Competition Code: 11% → 89%
• PhD Science Questions: 56.1% → 78%
• Matching/exceeding expert human performance (69.7%)
December 6, 2024 at 5:42 PM
o1 Performance Gains vs GPT-4:
• Competition Math: 13.4% → 83.3%
• Competition Code: 11% → 89%
• PhD Science Questions: 56.1% → 78%
• Matching/exceeding expert human performance (69.7%)
• Competition Math: 13.4% → 83.3%
• Competition Code: 11% → 89%
• PhD Science Questions: 56.1% → 78%
• Matching/exceeding expert human performance (69.7%)
BREAKING: OpenAI Kicks Off "12 Days of OpenAI" with Major Day 1 Announcements! 🚨
OpenAI launches full version of o1 model + ChatGPT Pro ($200/month). o1 is now their smartest model, with major improvements in math, coding & general intelligence.
Here’s what you need to know🧵
OpenAI launches full version of o1 model + ChatGPT Pro ($200/month). o1 is now their smartest model, with major improvements in math, coding & general intelligence.
Here’s what you need to know🧵
December 6, 2024 at 5:42 PM
BREAKING: OpenAI Kicks Off "12 Days of OpenAI" with Major Day 1 Announcements! 🚨
OpenAI launches full version of o1 model + ChatGPT Pro ($200/month). o1 is now their smartest model, with major improvements in math, coding & general intelligence.
Here’s what you need to know🧵
OpenAI launches full version of o1 model + ChatGPT Pro ($200/month). o1 is now their smartest model, with major improvements in math, coding & general intelligence.
Here’s what you need to know🧵
📈 What’s Next?
Amazon plans to:
• Invest billions in AI hardware & models
• Make AI affordable for EVERY business
• Continue shaping the future of AI innovation
This is just the beginning of Amazon’s AI ambitions.
Amazon plans to:
• Invest billions in AI hardware & models
• Make AI affordable for EVERY business
• Continue shaping the future of AI innovation
This is just the beginning of Amazon’s AI ambitions.
December 6, 2024 at 1:46 PM
📈 What’s Next?
Amazon plans to:
• Invest billions in AI hardware & models
• Make AI affordable for EVERY business
• Continue shaping the future of AI innovation
This is just the beginning of Amazon’s AI ambitions.
Amazon plans to:
• Invest billions in AI hardware & models
• Make AI affordable for EVERY business
• Continue shaping the future of AI innovation
This is just the beginning of Amazon’s AI ambitions.
💡 Tackling AI Risks
Amazon’s approach to AI hallucinations:
• RefChecker: Detects hallucinated outputs.
• Amazon Q: Provides source citations for transparency.
They’re not just building AI—they’re making it trustworthy.
Amazon’s approach to AI hallucinations:
• RefChecker: Detects hallucinated outputs.
• Amazon Q: Provides source citations for transparency.
They’re not just building AI—they’re making it trustworthy.
December 6, 2024 at 1:46 PM
💡 Tackling AI Risks
Amazon’s approach to AI hallucinations:
• RefChecker: Detects hallucinated outputs.
• Amazon Q: Provides source citations for transparency.
They’re not just building AI—they’re making it trustworthy.
Amazon’s approach to AI hallucinations:
• RefChecker: Detects hallucinated outputs.
• Amazon Q: Provides source citations for transparency.
They’re not just building AI—they’re making it trustworthy.
🔗 Amazon Bedrock
Amazon Bedrock makes it easy for developers to build with multiple AI models via a single API.
• Models from Anthropic, AI21 Labs, Stability AI & more
• Fully managed & serverless
This is the ultimate playground for generative AI.
Amazon Bedrock makes it easy for developers to build with multiple AI models via a single API.
• Models from Anthropic, AI21 Labs, Stability AI & more
• Fully managed & serverless
This is the ultimate playground for generative AI.
December 6, 2024 at 1:46 PM
🔗 Amazon Bedrock
Amazon Bedrock makes it easy for developers to build with multiple AI models via a single API.
• Models from Anthropic, AI21 Labs, Stability AI & more
• Fully managed & serverless
This is the ultimate playground for generative AI.
Amazon Bedrock makes it easy for developers to build with multiple AI models via a single API.
• Models from Anthropic, AI21 Labs, Stability AI & more
• Fully managed & serverless
This is the ultimate playground for generative AI.
🧠 Nova Models
Amazon launched 6 foundational AI models under the Nova umbrella:
• Multimodal (text, images, videos)
• 200+ languages supported
• 75% cheaper than existing LLMs like ChatGPT
A bold move to own the LLM market.
Amazon launched 6 foundational AI models under the Nova umbrella:
• Multimodal (text, images, videos)
• 200+ languages supported
• 75% cheaper than existing LLMs like ChatGPT
A bold move to own the LLM market.
December 6, 2024 at 1:46 PM
🧠 Nova Models
Amazon launched 6 foundational AI models under the Nova umbrella:
• Multimodal (text, images, videos)
• 200+ languages supported
• 75% cheaper than existing LLMs like ChatGPT
A bold move to own the LLM market.
Amazon launched 6 foundational AI models under the Nova umbrella:
• Multimodal (text, images, videos)
• 200+ languages supported
• 75% cheaper than existing LLMs like ChatGPT
A bold move to own the LLM market.
⚡ Project Rainier
A supercomputer with 5x the power of today’s top AI models.
• Powered by Trainium2 chips
• Built for next-gen AI training
• Ready by 2025
Amazon isn’t just a cloud platform anymore - it’s an AI powerhouse.
A supercomputer with 5x the power of today’s top AI models.
• Powered by Trainium2 chips
• Built for next-gen AI training
• Ready by 2025
Amazon isn’t just a cloud platform anymore - it’s an AI powerhouse.
December 6, 2024 at 1:46 PM
⚡ Project Rainier
A supercomputer with 5x the power of today’s top AI models.
• Powered by Trainium2 chips
• Built for next-gen AI training
• Ready by 2025
Amazon isn’t just a cloud platform anymore - it’s an AI powerhouse.
A supercomputer with 5x the power of today’s top AI models.
• Powered by Trainium2 chips
• Built for next-gen AI training
• Ready by 2025
Amazon isn’t just a cloud platform anymore - it’s an AI powerhouse.
💻 Trainium2 Chips
Amazon's custom AI chips challenge Nvidia with 30-40% better price-performance.
• Optimized for AI training
• Cheaper than current GPUs
• Already adopted by Apple & Anthropic 🚀
Trainium3 is in the works. This is BIG.
Amazon's custom AI chips challenge Nvidia with 30-40% better price-performance.
• Optimized for AI training
• Cheaper than current GPUs
• Already adopted by Apple & Anthropic 🚀
Trainium3 is in the works. This is BIG.
December 6, 2024 at 1:46 PM
💻 Trainium2 Chips
Amazon's custom AI chips challenge Nvidia with 30-40% better price-performance.
• Optimized for AI training
• Cheaper than current GPUs
• Already adopted by Apple & Anthropic 🚀
Trainium3 is in the works. This is BIG.
Amazon's custom AI chips challenge Nvidia with 30-40% better price-performance.
• Optimized for AI training
• Cheaper than current GPUs
• Already adopted by Apple & Anthropic 🚀
Trainium3 is in the works. This is BIG.
Amazon just dropped a MASSIVE bombshell in the AI space. 🚀
• New chips
• AI supercomputers
• Multimodal models
This isn’t just an update—it’s a declaration of war on Nvidia & OpenAI. Here’s what you need to know: 🧵
• New chips
• AI supercomputers
• Multimodal models
This isn’t just an update—it’s a declaration of war on Nvidia & OpenAI. Here’s what you need to know: 🧵
December 6, 2024 at 1:46 PM
Amazon just dropped a MASSIVE bombshell in the AI space. 🚀
• New chips
• AI supercomputers
• Multimodal models
This isn’t just an update—it’s a declaration of war on Nvidia & OpenAI. Here’s what you need to know: 🧵
• New chips
• AI supercomputers
• Multimodal models
This isn’t just an update—it’s a declaration of war on Nvidia & OpenAI. Here’s what you need to know: 🧵
🔥 Black Friday is here! Don’t miss out on the StartupBolt sale. Grab your launch kit now!
👉 startupbolt.com
👉 startupbolt.com
November 24, 2024 at 4:22 PM
🔥 Black Friday is here! Don’t miss out on the StartupBolt sale. Grab your launch kit now!
👉 startupbolt.com
👉 startupbolt.com