Reorganised several times since first uploaded: most recently 25 Jan 2016
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Slides include link to video of lecture (158MB) http://www.cs.bham.ac.uk/research/projects/cogaff/movies/#ailect2-2015
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Two questions are shown to have deep connections: What are the functions of vision in animals? and How did human languages evolve? The answer given here is that the functions of vision need to be supported by richly structured internal languages (forms of representation used for acquiring, storing, manipulating, deriving and using information), from which it follows that internal languages must have evolved before languages for communication.
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The account of the functions of vision mentions early AI vision, the impact of Marr and the even greater impact of Gibson, but argues that they did not recognize all the functions of vision, e.g. the uses of vision in making mathematical discoveries leading to Euclid's elements.
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Many questions are left unanswered by this research, which is part of the Meta-Morphogenesis project, introduced here:
http://www.cs.bham.ac.uk/research/projects/cogaff/misc/meta-morphogenesis.html
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A slideshare presentation on "origins of language" by Jasmine Wong, adds some useful additional evidence, but presents a simpler theory:
http://www.slideshare.net/JasmineWong6/origins-of-language
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Minor corrections+ additions 30-Mar-2015, 1-Apr-2015, 15-Apr-2015 12-Nov-2015
Reorganised several times since first uploaded: most recently 25 Jan 2016
-------------------------------------------------------------------------------------------------------
Slides include link to video of lecture (158MB) http://www.cs.bham.ac.uk/research/projects/cogaff/movies/#ailect2-2015
-------------------------------------------------------------------------------------------------------------
Two questions are shown to have deep connections: What are the functions of vision in animals? and How did human languages evolve? The answer given here is that the functions of vision need to be supported by richly structured internal languages (forms of representation used for acquiring, storing, manipulating, deriving and using information), from which it follows that internal languages must have evolved before languages for communication.
---------------------------------------------------------------------------------------------------------------
The account of the functions of vision mentions early AI vision, the impact of Marr and the even greater impact of Gibson, but argues that they did not recognize all the functions of vision, e.g. the uses of vision in making mathematical discoveries leading to Euclid's elements.
---------------------------------------------------------------------------------------------------------------
Many questions are left unanswered by this research, which is part of the Meta-Morphogenesis project, introduced here:
http://www.cs.bham.ac.uk/research/projects/cogaff/misc/meta-morphogenesis.html
---------------------------------------------------------------------------------------------------------------
A slideshare presentation on "origins of language" by Jasmine Wong, adds some useful additional evidence, but presents a simpler theory:
http://www.slideshare.net/JasmineWong6/origins-of-language
---------------------------------------------------------------------------------------------------------------
Minor corrections+ additions 30-Mar-2015, 1-Apr-2015, 15-Apr-2015 12-Nov-2015
Language - Part 8 of Piero Scaruffi's class "Thinking about Thought" at UC Be...piero scaruffi
Language - Part 8 of Piero Scaruffi's class "Thinking about Thought" at UC Berkeley (2014), excerpted from http://www.scaruffi.com/nature I keep updating these slides at www.scaruffi.com/ucb.html
Thinking about Thought - Theories of Brain Mind Consciusness - Part 3: Language, Dreams, Emotions. I keep updating these slides http://www.scaruffi.com/ucb.html
Why I Love Wittgenstein #1: Private Language and SolipsismnoiseTM
How the iconic philosopher's brilliantly subtle and original thoughts on language can be used to dispel a two-thousand year old philosophical problem. Possibly a misappropriation and possibly an oversimplification, but what the gee-whizz. I love Wittgenstein.
Intelligence is not Artificial - Stanford, June 2016piero scaruffi
A critical analysis of the state of A.I. and predictions about its realistic future. Based on the book of the same title, see http://www.scaruffi.com/singular/ where i keep updating these slides
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Thinking about Thought - Theories of Brain Mind Consciusness - Part 1: Philosophy of Mind & Cognitive Psychology. I keep updating these slides at http://www.scaruffi.com/ucb.html
A brief history of the notion of the Singularity, why some think it is coming soon, why some disagree, and why some are afraid of it. This is a very old presentation. See the updated one at www.scaruffi.com/singular
From Cosmology to Neuroscience to Rock Music and backpiero scaruffi
The universe led to a brain that led to music that led to rock music that will lead to a different brain that will lead to a different planet that will lead to a different universe.
Artificial intelligence and the Singularity - History, Trends and Reality Checkpiero scaruffi
A lecture given at the second LAST festival (www.lastfestival.org) by Piero Scaruffi on Artificial intelligence and the Singularity - History, Trends and Reality Check. This is a very old presentation. See the updated one at www.scaruffi.com/singular
History of Thought - Part 6: The Modern Agepiero scaruffi
History of Thought - Part 6: The Modern Age. for UC Berkeley lectures (2014) - Excerpted from "A Brief History of Knowledge" http://www.scaruffi.com/know/history.html . I keep updating this presentation at http://www.scaruffi.com/univ/slideshot.html
History of Thought - Part 5: The Victorian Agepiero scaruffi
History of Thought - Part 5: The Victorian Age. for UC Berkeley lectures (2014) - Excerpted from "A Brief History of Knowledge" http://www.scaruffi.com/know/history.html I keep updating this presentation at http://www.scaruffi.com/univ/slideshot.html
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
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!
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
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Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
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.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
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SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfPeter Spielvogel
Building better applications for business users with SAP Fiori.
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• How a better user experience drives measurable business benefits
• How to get started with SAP Fiori today
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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.
2. "Shi shi shi shi shi shi shi shi shi shi shi
shi shi"
("the master is fond of licking lion spittle“)
(Chinese tongue-twister)
2
3. A Tool to Shape Minds
• Edward Sapir & Benjamin Lee
Whorf: language determines how
one thinks
• Lev Vygotsky: language guides the
child's cognitive growth
• Katherine Nelson: language acts
as the medium through which the
mind becomes part of a culture
3
4. A Tool to Shape Minds
• We not only speak, but also listen.
• The listening is no less important than
the speaking: the speaking expresses
our mind, but the listening shapes our
mind.
• Language creates minds.
4
5. A Tool to Shape Minds
• “Communication” is about one brain trying to
replicate some kind of neural pattern
(thought, image, story) into another brain
• Language is structured in such a way as to
interact with the neural process of the other
brain and cause it to create a specific neural
pattern: that’s what we call “understanding”
• A “discussion” is two beings that engage in
changing each other’s brain
5
6. Redundant and Inefficient
• On average western languages are about
50% redundant: we would not lose any
expressive power if we gave up 50% of our
dictionary. We can guess the meaning of
most sentences from a fragment of them.
• Human communication is wildly inefficient:
two computers can simply exchange in a split
second an image without any loss of
information, whereas a human must describe
to another human the image in a lengthy way
and will certainly miss some details
6
7. Redundant and Inefficient
• Alfred Korzybski: Symbolic thinking
constitutes a tremendous advantage
(the ability to generalize experience
and pass them on to other humans,
so they do not need to repeat our
mistakes or rediscover what we
already discovered), but also a
disadvantage, that accounts for many
of our social and personal problems:
there are fewer words (and concepts)
than experiences
7
8. Grammar
• “Xgewut is not a meaningful word" is a
correct English sentence. What makes
a sentence correct even when it
contains a word that does not exist?
8
9. Grammar
• Ferdinand DeSaussure: "parole" (an actual
utterance in a language) vs "langue" (the
entire body of the language)
• Noam Chomsky: "performance" (all
sentences that an individual will ever use) vs
"competence" (all sentences that an
individual can utter, but will not necessarily
utter)
9
10. Grammar
• Noam Chomsky:
– The number of sentences in a language is
potentially infinite, but there is a finite
system of rules that defines which
sentences can potentially be built
– You have never read a sentence with
these exact words before but (hopefully!)
you understand the meaning of what I just
wrote
10
11. Grammar
• Noam Chomsky:
– The logical formalism used
to prove mathematical
theorems can be employed
to express the grammar of
a language
– The grammar of a
language “is" the
specification for the entire
language
11
12. Grammar
• Chomsky:
– Children do not learn, as they do not make any
effort. Language "happens" to a child.
– We are born with some innate knowledge of what
a grammar is and how it works (a “universal
grammar”)
– Then experience determines which specific
language (i.e., grammar) we will learn.
– We are predisposed to learn a language the same
way we are predisposed to learn to eat
– Language acquisition is not only possible: it is
virtually inevitable
12
14. Give me Ambiguity or
Something Else
• "Prostitutes appeal to Pope"
• "Soviet virgin lands short of goal again"
• “Panda mating fails - veterinarian takes
over”
• “Killer sentenced to die for second time”
• “Miners refuse to mine after death”
(actual newspaper headlines reported by Keith Devlin)
14
15. Anaphora
• "He went to bed" (who?)
• "Today I wrote this sentence" (which
day?)
• "Here it is cold“ (where?)
15
16. Ambiguity
• In every language one can build a
sentence that is perfectly valid but not
clear at all.
• The context usually solves the
ambiguity.
• Syntax is not enough: one needs
semantics to understand what a
sentence means
16
17. What is Language
• Charles Darwin: languages seem to evolve
the same way that species evolve
• Language brings more benefits to the listener
than to the talker
• If communication were the purpose of
language, it would have evolved a race of
listeners, not of gossipers
• Individuals, unless they are relatives, have no
motivation to share key information since they
are supposed to compete
17
18. Not a Means to Communicate
• Derek Bickerton: a means to represent the
world that evolved from older
representation systems.
• Robin Dunbar: a means to cement society,
e.g. gossiping is similar to grooming
• Geoffrey Miller: a means for sexual
selection, a way for males and females to
play the game of sex - language is a form
of sexual display
• Richard Gregory: a particular type of tool
• Philip Lieberman: an evolutionary accident
18
19. Metaphor
• “Her marriage is a nightmare”
• “My room is a jungle”
• “He is a snake”
• “This job is a piece of cake”
• “Time is money”
19
20. Metaphor
• Metaphor is pervasive in our
language
• George Lakoff:
– all language is metaphorical
– all metaphors are ultimately
based on our bodily
experience.
20
21. Pragmatics
• A word, or a sentence, has no
meaning per se. It is not the
meaning, it is the "use" of language
that matters.
• Ludwig Wittgenstein: to understand
a word is to understand a language
and to understand a language is to
master the linguistic skills
• Paul Grice: language is based on a
form of cooperation among the
speakers
21
22. Pragmatics
• What are the speaker’s motif and goal?
• Semantics can account for the meaning
of the sentence “do you know what time
it is?”, but not for the fact that an
answer is required (the speaker’s
intention is to learn what time it is)
22
23. Jokes
• What is a joke?
• Why do we tell jokes?
• What is in a joke?
• I order to understand a joke one must
master the whole power of the
language
23
24. A Basic Property of Life
• Language is widespread in nature
• All animals communicate and even
plants have some rudimentary form of
interaction
• Communication (and therefore
language) is one of the most basic
modes of living beings
24