Justin
@justinhjohnson.com
Executive Director @ AstraZeneca | Nexus of Data, Science, Tech | Global Business Leader | Top Data Science Voice | #datascience #AI #buildinpublic #indiehacker
Blog rundatarun.io
BuildInPublic jandsgroupllc.com
Blog rundatarun.io
BuildInPublic jandsgroupllc.com
🧵 4/4 This matters for production AI systems where reliability is non-negotiable. Read the full announcement: bit.ly/42SiOHO @OpenRouterAI @AnthropicAI @OpenAI #AIInfrastructure #LLMOps
October 23, 2025 at 11:01 AM
🧵 4/4 This matters for production AI systems where reliability is non-negotiable. Read the full announcement: bit.ly/42SiOHO @OpenRouterAI @AnthropicAI @OpenAI #AIInfrastructure #LLMOps
This pattern—from notes to knowledge—is a fantastic starter project for anyone AI-curious. It takes a bit of elbow grease, but the payoff is huge.
I wrote a full guide on how you can build your own. 👇
bit.ly/41J3lcl 4/4
I wrote a full guide on how you can build your own. 👇
bit.ly/41J3lcl 4/4
August 15, 2025 at 11:15 AM
This pattern—from notes to knowledge—is a fantastic starter project for anyone AI-curious. It takes a bit of elbow grease, but the payoff is huge.
I wrote a full guide on how you can build your own. 👇
bit.ly/41J3lcl 4/4
I wrote a full guide on how you can build your own. 👇
bit.ly/41J3lcl 4/4
Action item: Re-evaluate your hosting strategy. Optimize for speed, cost, and quality. Independent benchmarks are key to cutting through the noise.
Full data: bit.ly/414UUIj
Full data: bit.ly/414UUIj
August 14, 2025 at 4:02 PM
Action item: Re-evaluate your hosting strategy. Optimize for speed, cost, and quality. Independent benchmarks are key to cutting through the noise.
Full data: bit.ly/414UUIj
Full data: bit.ly/414UUIj
New benchmarks reveal hosting impacts AI model performance more than expected. gpt-oss-120B varies up to 10% on reasoning tasks (GPQA Diamond x16, AIME 2025 x32) across providers.
Top: @PascalAI (78.8%), @TogetherAI (76.5%), @FireworksAI (74.3%).
Bottom: @Azure (70.6%), @awscloud (70.3%).
🧵 1/4
Top: @PascalAI (78.8%), @TogetherAI (76.5%), @FireworksAI (74.3%).
Bottom: @Azure (70.6%), @awscloud (70.3%).
🧵 1/4
August 14, 2025 at 4:02 PM
New benchmarks reveal hosting impacts AI model performance more than expected. gpt-oss-120B varies up to 10% on reasoning tasks (GPQA Diamond x16, AIME 2025 x32) across providers.
Top: @PascalAI (78.8%), @TogetherAI (76.5%), @FireworksAI (74.3%).
Bottom: @Azure (70.6%), @awscloud (70.3%).
🧵 1/4
Top: @PascalAI (78.8%), @TogetherAI (76.5%), @FireworksAI (74.3%).
Bottom: @Azure (70.6%), @awscloud (70.3%).
🧵 1/4
The pace of AI innovation is relentless, from agent frameworks to healthcare breakthroughs. This week's research highlights a push for more powerful, reliable systems.
Read the full recap: bit.ly/3J8nYIP
#AI #LLM #AIResearch 🧵 4/4
Read the full recap: bit.ly/3J8nYIP
#AI #LLM #AIResearch 🧵 4/4
August 14, 2025 at 12:40 AM
The pace of AI innovation is relentless, from agent frameworks to healthcare breakthroughs. This week's research highlights a push for more powerful, reliable systems.
Read the full recap: bit.ly/3J8nYIP
#AI #LLM #AIResearch 🧵 4/4
Read the full recap: bit.ly/3J8nYIP
#AI #LLM #AIResearch 🧵 4/4
Bottom line: We're moving from Q&A to execution.
Prompts → Protocols
Questions → Workflows
Descriptions → Prescriptions
Master context engineering once. Deploy anywhere. This is different thinking than we've done before.
Full post: bit.ly/4lk9jaM
🧵 4/4
Prompts → Protocols
Questions → Workflows
Descriptions → Prescriptions
Master context engineering once. Deploy anywhere. This is different thinking than we've done before.
Full post: bit.ly/4lk9jaM
🧵 4/4
August 11, 2025 at 11:15 AM
Bottom line: We're moving from Q&A to execution.
Prompts → Protocols
Questions → Workflows
Descriptions → Prescriptions
Master context engineering once. Deploy anywhere. This is different thinking than we've done before.
Full post: bit.ly/4lk9jaM
🧵 4/4
Prompts → Protocols
Questions → Workflows
Descriptions → Prescriptions
Master context engineering once. Deploy anywhere. This is different thinking than we've done before.
Full post: bit.ly/4lk9jaM
🧵 4/4
Explore how claude-code-router can transform your development workflow. Learn more here: bit.ly/45oRQb0
@AnthropicAI @GitHub
#AICoding #DeveloperTools #Infrastructure 🧵 4/4
@AnthropicAI @GitHub
#AICoding #DeveloperTools #Infrastructure 🧵 4/4
August 7, 2025 at 1:45 PM
Explore how claude-code-router can transform your development workflow. Learn more here: bit.ly/45oRQb0
@AnthropicAI @GitHub
#AICoding #DeveloperTools #Infrastructure 🧵 4/4
@AnthropicAI @GitHub
#AICoding #DeveloperTools #Infrastructure 🧵 4/4
To realize this, Meta has formed Superintelligence Labs, recruiting top talent like former OpenAI leaders and investing billions in massive compute infrastructure to lead the AI race.
More: nyti.ms/4ldwt2D
🧵 3/4
More: nyti.ms/4ldwt2D
🧵 3/4
August 3, 2025 at 1:05 AM
To realize this, Meta has formed Superintelligence Labs, recruiting top talent like former OpenAI leaders and investing billions in massive compute infrastructure to lead the AI race.
More: nyti.ms/4ldwt2D
🧵 3/4
More: nyti.ms/4ldwt2D
🧵 3/4
August 2, 2025 at 11:00 AM
Game-changer for enterprise AI! Full details: bit.ly/4mlRmcy
@OpenAI @sama @karpathy
#AI #LLM #Productivity 🧵 4/4
@OpenAI @sama @karpathy
#AI #LLM #Productivity 🧵 4/4
August 2, 2025 at 12:37 AM
Game-changer for enterprise AI! Full details: bit.ly/4mlRmcy
@OpenAI @sama @karpathy
#AI #LLM #Productivity 🧵 4/4
@OpenAI @sama @karpathy
#AI #LLM #Productivity 🧵 4/4
Open-source AI changes everything. As Hugging Face's Florent Daudens notes: when AI tools aren't "locked behind trillion-dollar data centers" but distributed through open models, "capital concentration becomes much harder to maintain." bit.ly/4obNFbm 🧵 3/4
July 31, 2025 at 11:15 AM
Open-source AI changes everything. As Hugging Face's Florent Daudens notes: when AI tools aren't "locked behind trillion-dollar data centers" but distributed through open models, "capital concentration becomes much harder to maintain." bit.ly/4obNFbm 🧵 3/4
Key insight: When AI automates 30% of tasks, growth could exceed 20% annually through "endogenous growth"—AI improving AI in an accelerating loop. Historical context: pre-1700 growth was 8% per century, Industrial Revolution hit 350%. econ.st/41b07hA 🧵 2/4
July 31, 2025 at 11:15 AM
Key insight: When AI automates 30% of tasks, growth could exceed 20% annually through "endogenous growth"—AI improving AI in an accelerating loop. Historical context: pre-1700 growth was 8% per century, Industrial Revolution hit 350%. econ.st/41b07hA 🧵 2/4
This week's edition covers 20 papers across AI systems, safety research, medical applications, and the big question: are we making real progress or just making noise?
Full breakdown here: bit.ly/4kSNa3a
What's your take on where AI research is heading?
Full breakdown here: bit.ly/4kSNa3a
What's your take on where AI research is heading?
July 23, 2025 at 11:45 AM
This week's edition covers 20 papers across AI systems, safety research, medical applications, and the big question: are we making real progress or just making noise?
Full breakdown here: bit.ly/4kSNa3a
What's your take on where AI research is heading?
Full breakdown here: bit.ly/4kSNa3a
What's your take on where AI research is heading?
Clinicians report the tool as a game-changer, with 75% noting improved care quality in busy clinics. It's especially vital in areas like Kenya, where it could prevent thousands of errors annually while keeping humans in control. wb.md/3GPtWgS 🧵 3/4
July 22, 2025 at 8:47 PM
Clinicians report the tool as a game-changer, with 75% noting improved care quality in busy clinics. It's especially vital in areas like Kenya, where it could prevent thousands of errors annually while keeping humans in control. wb.md/3GPtWgS 🧵 3/4
Available to Perplexity Max subscribers ($200/month) with invite-only rollout planned. Could this be the browser war Google didn't see coming?
#AIBrowser #Perplexity @AravSrinivas @perplexity_ai
#AIBrowser #Perplexity @AravSrinivas @perplexity_ai
July 17, 2025 at 4:04 PM
Available to Perplexity Max subscribers ($200/month) with invite-only rollout planned. Could this be the browser war Google didn't see coming?
#AIBrowser #Perplexity @AravSrinivas @perplexity_ai
#AIBrowser #Perplexity @AravSrinivas @perplexity_ai
AGI achieved. lol. Air purifier.
January 31, 2025 at 9:02 PM
AGI achieved. lol. Air purifier.
DeepSeek-V3 slashes AI training costs by a factor of 11—yet delivers GPT-4-level performance. It’s powered by FP8 training and a novel MoE architecture. Could this shake up the industry?
#AI #FP8 #Innovation
#AI #FP8 #Innovation
January 10, 2025 at 12:10 PM
DeepSeek-V3 slashes AI training costs by a factor of 11—yet delivers GPT-4-level performance. It’s powered by FP8 training and a novel MoE architecture. Could this shake up the industry?
#AI #FP8 #Innovation
#AI #FP8 #Innovation
Tired of generic AI responses? Learn how RAG architecture can give your AI access to your organization's collective knowledge.
Practical guide to implementing production-ready RAG with LangChain - from architecture to deployment.
#AIEngineering #RAG #LangChain Read more:https://bit.ly/4fB81W6
Practical guide to implementing production-ready RAG with LangChain - from architecture to deployment.
#AIEngineering #RAG #LangChain Read more:https://bit.ly/4fB81W6
December 30, 2024 at 12:00 PM
Tired of generic AI responses? Learn how RAG architecture can give your AI access to your organization's collective knowledge.
Practical guide to implementing production-ready RAG with LangChain - from architecture to deployment.
#AIEngineering #RAG #LangChain Read more:https://bit.ly/4fB81W6
Practical guide to implementing production-ready RAG with LangChain - from architecture to deployment.
#AIEngineering #RAG #LangChain Read more:https://bit.ly/4fB81W6
AI coding assistants are revolutionizing software development! Developers using these tools complete tasks 55.8% faster. How do you see AI reshaping your coding workflow?
#AICoding #SoftwareDevelopment #TechInnovation #buildinpublic #indiehacker
Read more: rundatarun.io/p/a-deep-div...
#AICoding #SoftwareDevelopment #TechInnovation #buildinpublic #indiehacker
Read more: rundatarun.io/p/a-deep-div...
December 24, 2024 at 11:32 AM
AI coding assistants are revolutionizing software development! Developers using these tools complete tasks 55.8% faster. How do you see AI reshaping your coding workflow?
#AICoding #SoftwareDevelopment #TechInnovation #buildinpublic #indiehacker
Read more: rundatarun.io/p/a-deep-div...
#AICoding #SoftwareDevelopment #TechInnovation #buildinpublic #indiehacker
Read more: rundatarun.io/p/a-deep-div...
What a time we live in. I play with AI every day and it still wows me. Also. 👋 from Hawaii. Long flight from DC.
November 24, 2024 at 2:47 AM
What a time we live in. I play with AI every day and it still wows me. Also. 👋 from Hawaii. Long flight from DC.