Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Knowledge engineering: from people to machines and back
1 6 How Are Solutes Dissolved
1. Launch: 1/6
Grab your binder and immediately take a seat!
Place launch paper and HW (practice questions) on your
desk.
Yesterday’s Exit Slip Data:
92%
Today’s Objective: I can describe the dissolving process at
the molecular level.
2. Launch: 1/6
Grab your binder and immediately take a seat!
Place launch paper and HW (practice questions) on your
desk.
Yesterday’s Exit Slip Data:
84%
Today’s Objective: I can describe the dissolving process at
the molecular level.
3. Launch: 1/6
Grab your binder and immediately take a seat!
Place launch paper and HW (practice questions) on your
desk.
Yesterday’s Exit Slip Data:
88%
Today’s Objective: I can describe the dissolving process at
the molecular level.
4. Launch: 1/6
Grab your binder and immediately take a seat!
Place launch paper and HW (practice questions) on your
desk.
Yesterday’s Exit Slip Data:
-
Today’s Objective: I can describe the dissolving process at
the molecular level.
6. Launch 1/6
2. Which of the following statements about solutions
is correct?
a. In a solution, the solute is dissolved into the solvent.
b. In a solution, the solvent is dissolved into the solute.
c. In a solution, the solvents are usually a solid.
d. In a solution, the solutes and solvents are unequally
mixed.
7. Launch 1/6
3. A teaspoon of dry coffee crystals dissolves when
mixed in a cup of hot water. This process
produces a coffee solution. The original crystals
are classified as a
a. solute.
b. solvent.
c. reactant.
d. product.
8. New Changes for the New Year!
Late homework policy
Late homework in now due the day after you return
Notes packets, handouts, and practice questions will
can be found:
at the back of the classroom
9. New Changes for the New Year!
Class consequences
1. Name on board
2. Take a break
3. Call home
4. Sent to Mr. Wandera
Rules: still the same 7
10. Monday
January Calendar
LPS Chem, Assessments, Unit Plan
Tuesday Wednesday Thursday
Jan 2010 (Pacific Time)
Friday
28 29 30 31 1
4 5 6 7 8
Solutions
11 12 13 14 15
Solutions Acids and Bases
Quiz
18 19 20 21 22
MLK No School Acids and Bases
End of Semester
Quiz
25 26 27 28 29
Acids and Bases
Unit #6 Exam
12. Review: What is a solution?
A solution is…
a homogeneous mixture made up of a solute and a
solvent
solution = solute + solvent
• a solid • a liquid
• is dissolved • does the dissolving
• molecules don’t move • random movement
13. How are solutes dissolved?
Solvent molecules randomly hit the solute and attack!
Example:
Solute = table salt (NaCl)
Held together by ionic bonds
Solvent = water
Polar solvent: unequal sharing
–
+
14. How are solutes dissolved?
Attack!
http://www.mhhe.com/physsci/chemistry/
essentialchemistry/flash/molvie1.swf
Movie questions:
1. What is the solute?
2. What is the solvent?
3. In your own words, describe how the salt was dissolved?
15. How are solutes dissolved?
water molecules
attack solute
overcome the
attractive forces
of the solid
dissolve the ion
16. Activity
In 3-4 sentences, describe what we just acted out.
Who were the solutes and what were the doing?
Who were the solvents and what did they do?
18. Exit Slip
1. In a solution,
a. the solvent particles are attacked by the solute.
b. the solvents are dissolved by the solutes.
c. the two substances are not evenly mixed throughout.
d. the solutes are dissolved by the solvents.
19. Exit Slip
2. Which of the following is correct statement.
a. In a solution, the solute molecules randomly move
around while the solvent molecules don’t move.
b. In a solution, the solvent molecules randomly move
around while the solute molecules don’t move.
c. A solution is an example of a heterogeneous mixture.
d. Solvents are usually solids
20. Exit Slip
3. Which of the following is a correct statement about
the dissolving process?
a. The solvent molecules randomly bump into the
solutes and attack.
b. In a solution, the solvent is dissolved into the solute.
c. In a solution, the solvents are usually a solid.
d. In a solution, the solutes and solvents are unequally
mixed.
21. Exit Slip
4. An ionic salt (KBr) is dissolved into water. In this
example,
a. both KBr and water are solvents.
b. KBr (the solvent) is attacked by water (the solute),
splitting it into K+ and Br– ions.
c. KBr (the solute) is attacked by water (the solvent),
splitting it into K+ and Br– ions.
d. the KBr attacks the water and dissolves it into
solution.
22. Exit Slip
5. If the attractive forces among solid particles are
less than the attractive forces between the solid
and the liquid, the solid will
a. probably form a new precipitate as its crystal lattice
is broken and reformed.
b. be unaffected because the attractive forces within
the crystal lattice are too strong for dissolution to
occur.
c. begin the process of melting to form a liquid.
d. dissolve as particles are pulled away from the crystal
lattice by the water molecules