@takschdube.com
Someone consumed 10 billion tokens in one month. That's 12,500 copies of War and Peace.
Another company went from $2,400 → $60,000 in four months.
New post: WTF is AI Cost Optimization
How teams are cutting LLM costs 50-80% without losing quality.
open.substack.com/pub/takschdu...
Another company went from $2,400 → $60,000 in four months.
New post: WTF is AI Cost Optimization
How teams are cutting LLM costs 50-80% without losing quality.
open.substack.com/pub/takschdu...
December 17, 2025 at 7:29 PM
Someone consumed 10 billion tokens in one month. That's 12,500 copies of War and Peace.
Another company went from $2,400 → $60,000 in four months.
New post: WTF is AI Cost Optimization
How teams are cutting LLM costs 50-80% without losing quality.
open.substack.com/pub/takschdu...
Another company went from $2,400 → $60,000 in four months.
New post: WTF is AI Cost Optimization
How teams are cutting LLM costs 50-80% without losing quality.
open.substack.com/pub/takschdu...
New post: WTF is LLM Observability
Your monitoring: print("response received")
Your bill: $8,000
Your CEO: "explain"
67% of production LLM apps have no cost tracking. Let's fix that before your AI becomes a very expensive random number generator.
open.substack.com/pub/takschdu...
Your monitoring: print("response received")
Your bill: $8,000
Your CEO: "explain"
67% of production LLM apps have no cost tracking. Let's fix that before your AI becomes a very expensive random number generator.
open.substack.com/pub/takschdu...
December 10, 2025 at 4:41 PM
New post: WTF is LLM Observability
Your monitoring: print("response received")
Your bill: $8,000
Your CEO: "explain"
67% of production LLM apps have no cost tracking. Let's fix that before your AI becomes a very expensive random number generator.
open.substack.com/pub/takschdu...
Your monitoring: print("response received")
Your bill: $8,000
Your CEO: "explain"
67% of production LLM apps have no cost tracking. Let's fix that before your AI becomes a very expensive random number generator.
open.substack.com/pub/takschdu...
Air Canada's chatbot told a customer they could get a bereavement discount retroactively. Air Canada paid $650.88 + fees.
New post on AI Guardrails—how to not end up in court because your LLM made promises you can't keep:
open.substack.com/pub/takschdu...
New post on AI Guardrails—how to not end up in court because your LLM made promises you can't keep:
open.substack.com/pub/takschdu...
December 3, 2025 at 3:14 PM
Air Canada's chatbot told a customer they could get a bereavement discount retroactively. Air Canada paid $650.88 + fees.
New post on AI Guardrails—how to not end up in court because your LLM made promises you can't keep:
open.substack.com/pub/takschdu...
New post on AI Guardrails—how to not end up in court because your LLM made promises you can't keep:
open.substack.com/pub/takschdu...
Reposted
Locally deploying AI? Read below for some insight.
Don't know what that means? We can change that in less than 10 minutes.
open.substack.com/pub/takschdu...
Don't know what that means? We can change that in less than 10 minutes.
open.substack.com/pub/takschdu...
Subscriptions | Substack
open.substack.com
November 26, 2025 at 4:00 PM
Locally deploying AI? Read below for some insight.
Don't know what that means? We can change that in less than 10 minutes.
open.substack.com/pub/takschdu...
Don't know what that means? We can change that in less than 10 minutes.
open.substack.com/pub/takschdu...
Locally deploying AI? Read below for some insight.
Don't know what that means? We can change that in less than 10 minutes.
open.substack.com/pub/takschdu...
Don't know what that means? We can change that in less than 10 minutes.
open.substack.com/pub/takschdu...
Subscriptions | Substack
open.substack.com
November 26, 2025 at 4:00 PM
Locally deploying AI? Read below for some insight.
Don't know what that means? We can change that in less than 10 minutes.
open.substack.com/pub/takschdu...
Don't know what that means? We can change that in less than 10 minutes.
open.substack.com/pub/takschdu...
Part 2 of my article on GenAI testing. People processing data and automating document related tasks would great benefit from this. Next week, we talk about Local Deployments but PewDiePie beat me to the punch from what I hear.
Check it out: open.substack.com/pub/takschdu...
Check it out: open.substack.com/pub/takschdu...
November 12, 2025 at 7:30 PM
Part 2 of my article on GenAI testing. People processing data and automating document related tasks would great benefit from this. Next week, we talk about Local Deployments but PewDiePie beat me to the punch from what I hear.
Check it out: open.substack.com/pub/takschdu...
Check it out: open.substack.com/pub/takschdu...
My AI is fire is not a metric, want to learn how good your system is?
Read this post for a quick rundown: open.substack.com/pub/takschdu...
Watch out for part 2 with generation metrics and more.
Read this post for a quick rundown: open.substack.com/pub/takschdu...
Watch out for part 2 with generation metrics and more.
November 5, 2025 at 2:04 PM
My AI is fire is not a metric, want to learn how good your system is?
Read this post for a quick rundown: open.substack.com/pub/takschdu...
Watch out for part 2 with generation metrics and more.
Read this post for a quick rundown: open.substack.com/pub/takschdu...
Watch out for part 2 with generation metrics and more.
Explaining fine-tuning, LoRAs, and QLoRAs like you're a semi-technical person who needs to make a decision about this stuff by Friday. 5 minutes, zero BS, and a couple of laughs.
Please read, laugh, and love. Covering performance metrics for AI next week.
Please read, laugh, and love. Covering performance metrics for AI next week.
October 29, 2025 at 3:29 PM
Explaining fine-tuning, LoRAs, and QLoRAs like you're a semi-technical person who needs to make a decision about this stuff by Friday. 5 minutes, zero BS, and a couple of laughs.
Please read, laugh, and love. Covering performance metrics for AI next week.
Please read, laugh, and love. Covering performance metrics for AI next week.
WTF is RAG!? open.substack.com/pub/takschdu...
October 22, 2025 at 4:23 AM
WTF is RAG!? open.substack.com/pub/takschdu...
WTF is Prompt Engineering!?
open.substack.com/pub/takschdu...
open.substack.com/pub/takschdu...
WTF is Prompt Engineering!?
A simple explanation for humans who don't speak robot (yet)
open.substack.com
September 24, 2025 at 3:17 PM
WTF is Prompt Engineering!?
open.substack.com/pub/takschdu...
open.substack.com/pub/takschdu...
Stanford biologists just created the world’s first AI-designed viruses, taking a step towards AI-generated life ... and I thought the weekend was crazy enough already
September 22, 2025 at 2:41 PM
Stanford biologists just created the world’s first AI-designed viruses, taking a step towards AI-generated life ... and I thought the weekend was crazy enough already
September 17, 2025 at 3:20 PM
Woah! Funnier, more informative!?
Need to check this out now: substack.com/inbox/post/1...
#ML #AI #Learning
Need to check this out now: substack.com/inbox/post/1...
#ML #AI #Learning
September 10, 2025 at 3:03 PM
Woah! Funnier, more informative!?
Need to check this out now: substack.com/inbox/post/1...
#ML #AI #Learning
Need to check this out now: substack.com/inbox/post/1...
#ML #AI #Learning
Reposted
Here's a ray of sunshine in a very dark world
Germany has already exceeded its goal of shutting down 8 GW of coal plants - 3 years earlier than expected
Amazing what a little sun and wind can do 😎
www.bloomberg.com/news/article...
Germany has already exceeded its goal of shutting down 8 GW of coal plants - 3 years earlier than expected
Amazing what a little sun and wind can do 😎
www.bloomberg.com/news/article...
Germany Already Met Its 2028 Goal for Reducing Coal-Fired Power
Germany has already met its 2028 goal for reducing coal-fired power generation, so won’t need to order the shutdown of any plants for a second year running, the country’s regulator said.
www.bloomberg.com
September 2, 2025 at 9:38 PM
Here's a ray of sunshine in a very dark world
Germany has already exceeded its goal of shutting down 8 GW of coal plants - 3 years earlier than expected
Amazing what a little sun and wind can do 😎
www.bloomberg.com/news/article...
Germany has already exceeded its goal of shutting down 8 GW of coal plants - 3 years earlier than expected
Amazing what a little sun and wind can do 😎
www.bloomberg.com/news/article...
It’s clearly intentional … LOL
every time i see an image of mega hawlucha i have to double take because i think somebody edited him to gave a massive shlong between his legs
Serebii Update: We have added various direct feed 4k images from Pokémon Legends: Z-A of Mega Hawlucha
They can be found @ www.serebii.net
They can be found @ www.serebii.net
August 28, 2025 at 7:21 PM
It’s clearly intentional … LOL
Pretty cool
Japan has just opened its first osmotic power plant 🌊⚡
This works by mixing fresh & salt water across a membrane, creating pressure that drives a turbine to make electricity.
This site will generate 880,000 kWh a year...while helping run a desalination plant providing fresh water to the city 👏
This works by mixing fresh & salt water across a membrane, creating pressure that drives a turbine to make electricity.
This site will generate 880,000 kWh a year...while helping run a desalination plant providing fresh water to the city 👏
Japan has opened its first osmotic power plant – so what is it and how does it work?
The site in Fukuoka is only the second power plant of its type in the world, harnessing the power of osmosis to run a desalination plant in the city
www.theguardian.com
August 28, 2025 at 12:09 AM
Pretty cool
Reposted
Ура! Финальная #анимация готова!
Woohoo! Final #animation is complete!
#pixelart #инди #индиразработка
Woohoo! Final #animation is complete!
#pixelart #инди #индиразработка
August 27, 2025 at 1:07 PM
Ура! Финальная #анимация готова!
Woohoo! Final #animation is complete!
#pixelart #инди #индиразработка
Woohoo! Final #animation is complete!
#pixelart #инди #индиразработка
Reposted
the last 10 years in Machine Learning:
August 23, 2025 at 7:06 PM
the last 10 years in Machine Learning: