AI doesnโt fail at thinking. It fails at deciding. ๐คโ ๏ธ
This agent design cut human review load by 62% using clear decision logic + LLM restraint.
Read how real AI systems choose when not to think. ๐
https://medium.com/@rogt.x1997/this-ai-agent-design-cut-review-load-by-62-4efae69eb09c
#AIAgents #DecisionSystems #AppliedAI
https://medium.com/@rogt.x1997/this-ai-agent-design-cut-review-load-by-62-4efae69eb09c
Rather than focusing solely on technical proficiency, 74 percent of organizations prioritize candidates' ability to apply AI to industry-specific challenges, while 73 percent emphasize problem-solving capabilities. buff.ly/YCwIlM4
Companies are racing to embed AI agents that converse directly with customers, sparking a surge in demand for forwardโdeployed engineers who can bridge code and conversation. Learn how openโsource tools and global SaaS strategies are reshaping applied AI roles, and hear insights from Ankush Das on the future of this niche. #AI #AppliedAI #ForwardDeployedEngineers #AIAgents
๐ https://aidailypost.com/news/demand-forward-deployed-engineers-rises-ai-agents-talk-customers
New Research: While NVIDIA has dominated headlines with its GPU supremacy, a noteworthy wave of alternatives is reshaping how IT leaders approach AI hardware strategy. Major disruptions are coming in 2026. https://buff.ly/d8fS23U
Our white paper reveals: #LLM personality differences aren't emergent, they're engineered:
- RLHF: Optimizes for human ratings โ verbose, hedged
- Constitutional AI: Self-critique loops โ explanatory, cautious
- DPO: Direct preference matching โ natural, concise
- Distillation: Teacherโstudent transfer โ internalized reasoning
Read "What Makes Each LLM Different": https://shorturl.at/A8HfK
Janez Urevc used AI (Claude + GitHub Copilot) to quickly contribute to Home Assistant, the open source home automation platform, overcoming the typical weeks-long codebase study. This workflow eliminates the knowledge barrier for complex codebases. Learn about his process - https://www.tag1.com/blog/how-ai-helped-make-home-assistant-contribution/
Europe's Quiet AI Victory: The Unseen Tech Revolution
https://eproductempire.blogspot.com/2025/11/europes-quiet-ai-victory-how.html #EuropeanAI
#AIApplication
#DeepTech
#SiliconValley
#TechTrends
#FutureOfAI
#ArtificialIntelligence
#Innovation
#AppliedAI
#TechEurope
Project Managers don't just manage projects, they can build tools too!
Patricia Chang (PM at Tag1) shares how she built an AI-powered PMO dashboard in only 2 weeks!
What manual reports still eat up your time every week? Check out the full story and see the prototype: https://www.tag1.com/blog/ai-powered-pmo-business/
#ProjectManagement #BusinessIntelligence #AIApplied #AppliedAI
It was an honor to deliver two sessions yesterday at the Applied AI Conference! Over 500 people attended the event, and both of my sessions had great turnouts.
It was fun presenting on hashtag#Docker Model Run to an engaged audience eager to learn how to easily run hashtag#LLMs locally. Most of the room already uses Docker, Inc but had not heard of DMR before my session, so the questions and use case ideas were fantastic. One attendee even said he is using my talk as justification for a new laptop!
The fireside chat with Michael A Jackson, hosted by Dr. Sean Masterman, Ed.D., went off without a hitch. We had a discussion going beyond the hype of hashtag#ArtificialIntelligence. We filled the large hall, and the audience jumped right in being engaged once we opened it up for questions.
Already looking forward to next year!
#AI #AppliedAIConf25 #AppliedAI #AIConference #GenerativeAI #AICommunity #Copilot #OpenAI #Gemini #Claude #Microsoft
PSA for developers using AI tools:
Your #LLM can't tell peer-reviewed research from conspiracy blogs. They're just different text patterns with equal weight.
Understanding this limitation isn't academic, it's practical for anyone building production systems with AI.
Whether youโre in tech or just AI-curious, this free white paper breaks it all down.
Deep technical dive: https://www.tag1.com/white-paper/how-llms-actually-work/
In only 2 weeks, Patricia Chang, (Sr. Project Manager @ Tag1) built an AI-powered PMO dashboard that:
- Unified data from Jira, Clockify & Runn,
- Automated risk detection rules
- Reduced costs by 99%!
A great example of PMs as builders, not just meeting shepherds.
Full post: https://www.tag1.com/blog/ai-powered-pmo-business/
In a couple of weeks I will be speaking at the upcoming Applied AI Conference, an event where AI innovation meets real world impact.
Iโll be giving two sessions:
โข The Easiest Way to Run LLMs Locally: Meet Docker Model Runner where Iโll show how you can spin up large language models (LLMs) on your own machine in minutes using Docker, Inc Desktop.
โข Fireside Chat: "Beyond the Hype Practical AI Integration in Business" where Iโll join Michael A Jackson to dig into how organizations can move past buzzwords and build AI that actually delivers business value.
If youโre attending, lets connect and chat AI, cloud, and everything in between.
More info on my blog here:
https://www.buchatech.com/2025/10/presenting-at-applied-ai-2025-conf/
#AI #AppliedAI #LLMs #Docker #BusinessAI #Cloud #Docker #Containers #Opensource
AI Investment Drives Semiconductor Demand https://buff.ly/qn6WMm2
IDCโs latest data reveals an insightful projection: The compute segment of the semiconductor market is on track to grow 36 percent in 2025, reaching $349 billion.
Deutschland wird zur KI-Schmiede: Die Zahl der KI-Start-ups ist 2024 um 36โฏ% auf 935 gestiegen. Diese Grรผnder setzen neue Maรstรคbe โ von der Industrie bis zur Raumfahrt. Wer heute Innovation sucht, sollte nicht nur ins Silicon Valley schauen. #appliedAI #Startups #KI ๐
https://www.all-ai.de/news/topbeitraege/ki-deutschland-startups
๐๐ผ๐ ๐๐๐ข๐ ๐ฒ๐ ๐ฝ๐ฒ๐ฟ๐ถ๐บ๐ฒ๐ป๐ ๐๐ถ๐๐ต ๐ต๐ถ๐ด๐ต๐น๐ ๐ต๐๐ฝ๐ฒ๐ฑ ๐๐ฒ๐ฐ๐ต๐ป๐ผ๐น๐ผ๐ด๐ถ๐ฒ๐
The world offers us opportunities to make a difference and revolutionize work through technology
To achieve this I would like to focus on one lever:
Invest as a company in highly hyped technologies in a very visible way
Speaking of talent
Does anyone here struggle with hybrid work?
https://lnkd.in/eMQU2h-s
bit.ly/3GRPSYt
https://lnkd.in/eBwVS6F4
#riessconsulting #ai #newwork #genai #appliedai #generativeai
๐ฆ๐ถ๐ป๐ด๐น๐ฒ ๐ฐ๐ฎ๐๐ฒ ๐๐ถ๐๐ต ๐ณ๐น๐ผ๐ ๐ฟ๐ฎ๐ฐ๐ธ ๐ณ๐ผ๐ฟ ๐ณ๐ฎ๐๐๐ฒ๐ฟ ๐ฎ๐ป๐ฑ ๐ฒ๐ฎ๐๐ถ๐ฒ๐ฟ ๐ฑ๐ฒ๐ฝ๐ฎ๐น๐น๐ฒ๐๐ถ๐๐ถ๐ป๐ด
๐ง๐ต๐ฒ ๐๐ถ๐ป๐ด๐น๐ฒ ๐ฐ๐ฎ๐๐ฒ ๐๐ถ๐๐ต ๐ณ๐น๐ผ๐ ๐ฟ๐ฎ๐ฐ๐ธ ๐ถ๐ ๐ฎ๐ป ๐ฎ๐๐๐ผ๐บ๐ฎ๐๐ฒ๐ฑ ๐๐ฎ๐ ๐๐ผ ๐ณ๐ฎ๐๐๐ฒ๐ฟ ๐ฎ๐ป๐ฑ ๐ฒ๐ฎ๐๐ถ๐ฒ๐ฟ ๐ฑ๐ฒ๐ฝ๐ฎ๐น๐น๐ฒ๐๐ถ๐๐ถ๐ป๐ด. Not sure what that means? Then this video from Victoria Riess, MBA is for you.
Be sure to check out the rest of the FW section here:
If you prefer to learn in bulk, you can access the entire course here:
Book her Revolutionize work through technology course
ABBโ๐ ๐ณ๐๐น๐น๐ ๐ฎ๐๐๐ผ๐บ๐ฎ๐๐ฒ๐ฑ ๐ฐ๐ฟ๐ผ๐๐-๐ฑ๐ผ๐ฐ๐ธ๐ถ๐ป๐ด ๐ฐ๐ผ๐ป๐ฐ๐ฒ๐ฝ๐
๐ ๐ฎ๐ป๐ ๐๐ผ๐ด๐ถ๐๐๐ถ๐ฐ๐ ๐๐๐๐ผ๐บ๐ฎ๐๐ถ๐ผ๐ป ๐ฃ๐ฟ๐ผ๐ฐ๐ฒ๐๐ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ ๐๐ต๐ถ๐ป๐ธ ๐๐ต๐ฒ๐'๐ฟ๐ฒ ๐ฑ๐ผ๐ถ๐ป๐ด ๐ฒ๐น๐ถ๐บ๐ถ๐ป๐ฎ๐๐ถ๐ผ๐ป ๐ผ๐ณ ๐ฑ๐ถ๐ฟ๐๐, ๐ฑ๐ฎ๐ป๐ด๐ฒ๐ฟ๐ผ๐๐ ๐ผ๐ฟ ๐ฏ๐ผ๐ฟ๐ถ๐ป๐ด ๐๐ผ๐ฟ๐ธ when in reality they're shooting themselves in the foot. Here's what you should know in order to get it right from Victoria Riess.
๐๐ฒ ๐๐๐ฟ๐ฒ to check out the rest of the FW section here.
https://tinyurl.com/takethefrictionoutsection
https://tinyurl.com/revolutionizeworkcourse
#RiessConsulting #ai #newwork #genai #tech #appliedai #generativeai #innovation #digital #technology
As we close out 2024, I'm energized by the opportunities ahead in AI. We're at a fascinating inflection point โ AI offers extraordinary power to extract meaning from complex data, yet we're just beginning to imagine the interfaces needed to harness its full potential.
Here's to 2025 and building intelligent interfaces that will shape how we work with frontier technologies. ๐
We're excited to pioneer the next generation of intelligent interfaces, building on our deep expertise in data visualization and human-centered design.
What possibilities do you see for the future of AI tools? What challenges have you faced in making sense of complex data?
We'd love to hear your thoughts and continue this exploration together: schemadesign.com
Drawing on years of experience creating data-driven tools, we are now focusing on envisioning these intelligent interfaces as the next step in our firm's evolution. We believe they're key to unlocking AI's potential.
Learn more about how we can work together: schemadesign.com
