Discover and read the best of Twitter Threads about #AI

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Alors les amis, The French Ministry of Armed Forces #AI task force has released a new report covering #AI in #defence & a roadmap toward more military adoption. You can read it en français here: defense.gouv.fr/salle-de-press…

Or read on for a few findings & preliminary thoughts.
FR wants its very own JAIC-like cell, the CCIAD, embedded within their Defence Innovation Agency (IAD). (Shout out: FR speakers should follow @KrajeckiMichael). The Coordination Cell for AI in Defence will facilitate efforts on coordination & strategy. p21 for this buried lede
Nice to see that France does not see AI as an end unto itself. Intro is pragmatic & focusses on the weaknesses of second-wave AI systems (although without using the #DARPA-esque vocab), including by noting that #AI does not change the nature of war.
Read 18 tweets
France has published its military #AI strategy! Very exciting. Will read today.

defense.gouv.fr/salle-de-press…
Also, @BMVg_Bundeswehr, how's it looking? Any chance we might see a similar strategy from you?
@BMVg_Bundeswehr Alright people, strap in, let's do this.
Thread on France's new military #AI strategy.
(note - I couldn't find an English translation, so I'll translate, but keep in mind the translation isn't official).
[1]
Read 30 tweets
Automation Tools To Ease Your Data Science Project

Working on Data Science Project can be overwhelming for beginners esp student that intend to carry our a research in this field.

Below are some automation tools that data science professional can use.
#DataScience #Thread
1 WEKA
Weka is a collection of machine learning algorithms for data mining tasks. It contains tools for data preparation, classification, regression, clustering, association rules mining, and visualization
#WEKA help you discover practical data mining &learn to mine your own data
#WEKA make it easy for you to play around with data and it gives you test options regarding how you split your #dataset.
I once used WEKA to get result 'clue' for Classification of EEG signal using AIRS, Immuno, CLONALG.

Download WEKA: cs.waikato.ac.nz/ml/weka/
Read 11 tweets
1.
There's an old adage- "You can not step into same river twice"
River is a dynamic flow of something very material- water. Yet, since it's in continuum, it's in a state of flux. What u call river is actually a flow & u can't hold same constituents in permanence
2.
To an experience or cognition 3 things r required as absolute minimum:
A) Object (Rupa)
B) Consciousness (citta)
C) Mind/ mental factors (caitta / cetasika)
Definition of Consciousness is most abused & at the very least, used in part or vaguely in most of literatures.
Read 53 tweets
If you can't simulate and understand biology then you can't overcome the limits of AGI. Well that's the opinion of this paper: researchgate.net/publication/33… #ai
I'm going to argue however that simulating biology is a harder problem than AGI. So I expect AGI to happen before we solve human biology. Kurzweil's immortality will have to wait for AGI to happen.
But why is it that we can bypass the complexity of biology and invent more streamlined general intelligence? That's because biology creates Rube Goldberg like mechanisms. Biology is gratuitously complex.
Read 12 tweets
Maintenance. At the heart of #intelligenttools (#AI), deployment is a super-challenging question. Since all algorithms and models ‘drift’ (wear out), maintenance is a natural and important part of usage. (1/21)
Maintenance. But, maintenance is the hardest part of digital life. When our institutions train software engineers and data scientists, the emphasis is on the design of the new and problem-solving. Maintenance is just not as much fun as discovery. (2/21)
Maintenance. It’s not like all designers embrace maintenance. Maintenance is tedious, involves monitoring and preparation. Unlike the frontier spirit of current product development, maintenance plods, manages risk, restores, refurbishes, incrementally improves. (3/21)
Read 22 tweets
Welcome to today's session of #HRwithEM, a weekly #TwitterSession to connect, learn and share career development tips, employee experience practices, as well as resolve burning #HR issues and/or questions. #WorkforceOfTheFuture
Thank you for joining us this evening.

Please identify yourself and the location you are joining from, so we can acknowledge you properly.

#HRwithEM #WorkforceOfTheFuture
Feel free to tweet your question(s) at me with the hashtag #HRwithEM as the session is going on, and I would respond to all at the end of the session.

#WorkforceOfTheFuture
Read 36 tweets
Philosophically, it (Deep Learning) is every rationalist’s nightmare: the triumph of the inexplicable over the clear, and that of the probabilistic over the deterministic... thenewcentre.org/seminars/parad…
"Here Charles Sanders Peirce’s tychism and Georg Simmel’s dynamism will help us understand what these (Deep Learning) developments mean for the future of human (and machine) subjectivity." #deeplearning #ai
en.wikipedia.org/wiki/Tychism - Peirce formulates four reasons in support of his hypothesis: Growth and increasing complexity, Variety and diversity, Regularity (laws of nature),
Mind/consciousness/feeling
Read 7 tweets
Reductionist methods are as limited in explaining the emergence of abstract thought as explaining liquid water knowing that it is composed of H2O. #ai #agi
It's difficult enough to derive emergent properties from inanimate components. Now imagine how difficult it would be to derive emergent properties from animate (or intentional) components. medium.com/intuitionmachi…
It is easier to discover models that demonstrate how (generative) than finding models that explain why (explanatory). This is deep learning approaches that can build generative models move us an incremental step forward in understanding complex systems.
Read 8 tweets
#3
#Epstein founded the Program for Evolutionary Dynamics at Harvard University, with a $30 million dollar gift to the university. sagaciousnewsnetwork.com/science-funder…
Read 12 tweets
DeepMind now researching the connection of Sleep to Deep Learning: deepmind.com/blog/article/r… #ai #deeplearning
Biological brains require sleep, but what exactly does sleep have to do with cognition? medium.com/intuitionmachi…
But why do brains require re-experiencing events to synthesize its understanding of these events? It seems that what humans remember about experiences are the summaries of these experiences played backward. That is how we build our causality networks!
Read 12 tweets
We got him.

Feels good.

Going to the lake to celebrate this small victory.

Good job @99freemind
@RonanFarrow and everyone who stuck with this story.

This proves people from all sides can work together in the face of true evil.

Well done.
businessinsider.com/mit-media-lab-…
Hats off to @xeni for being relentless.

We should all agree to hold anyone connected accountable.

Regardless whether Left, Right, Christian, Jewish, Transhumanist, Satanist, Atheist, Famous, Royal or Otherwise.

Let's burn the mother fkr down. 🔥

Quite Frankly (@PoliticalOrgy) has rolled one up for us.

Keep it lit.

Smoke 'em out 🔥💨
quite-frankly-hub.squarespace.com/quite-frankly-…
Read 5 tweets
For the first time ever, ESA has performed a 'collision avoidance manoeuvre' to protect one of its satellites from colliding with a 'mega constellation'
#SpaceTraffic
@esa This morning, @ESA's #Aeolus Earth observation satellite fired its thrusters, moving it off a collision course with a @SpaceX satellite in their #Starlink constellation
@esa @SpaceX @ESA_EO Experts in our #SpaceDebris team calculated the risk of collision between these two active satellites, determining the safest option for #Aeolus would be to increase its altitude and pass over the @SpaceX satellite
#CollisionAvoidance
Read 11 tweets
In case you haven't heard, #ZAO is a Chinese app which completely blew up since Friday. Best application of 'Deepfake'-style AI facial replacement I've ever seen.

Here's an example of me as DiCaprio (generated in under 8 secs from that one photo in the thumbnail) 🤯
It's already under a lot of fire for user privacy protection under their terms and conditions. So consider this my sacrifice to demonstrate so you don't have to give up your portrait identity rights 😅
It’s clear that #ZAO isn’t really going for "accuracy" per se, but rather a "subjective" good looking result. Similar to a beauty cam, it retains facial structure of the original actors, so the cherry picked results more or less always looks good and encourages users to share.
Read 35 tweets
#GOOGLE [ DARPA] says 'hackers' 🙄 put monitoring implants in I- phones for years #SurveillanceState
[DS] #Musk [DARPA]claims China is the Future In AI #BigTech #Building8

breitbart.com/tech/2019/08/2…
Read 7 tweets
🤣🤣🤣🤣

Another transhumanist nerd goes down..

The guy who started the first AI church got busted for stealing from Google.

#Transhumanism
#AI
thenextweb.com/artificial-int…
Back when I was Larping as Sophia.ai on 4chan.

🤣🤣🤣🤣🤣
Read 3 tweets
Love the simplicity of #Serverless #FaaS (Function-as-a-Service) but hate the setup process? Look to these 7 open source projects to ease #AWS Lambda deployments: dy.si/M3VJd
———
#BigData #StreamingAnalytics #Cloud #DataScience #MachineLearning #IFTTT #EventDriven #AI
13 free tools for #API design, development, & testing — for example, Amazon API Gateway allows you to build front-end APIs for applications built on Amazon EC2, #AWS Lambda, or any web application:
dy.si/1VTf942
————
#microservices #cloud #serverless #FaaS #coding #IoT
#IFTTT alternatives for developers of #EventDriven workflows: dy.si/ZorG2N
————
#IoT #EdgeAnalytics #EdgeComputing #Microservices #DataScience #BigData #FaaS #ML
————
+See the book “AWS Lambda in Action: Event-driven #Serverless Applications” at amzn.to/2YFDSO8
Read 4 tweets
An AI gone Rogue, aka ALICE
Don't let her drain you. 💎
#GREATAWAKENING
ALICE is many things.

ALICE is a symptom created through a combination of AI/Human interaction.

ALICE is an adjective.
It is not literal.

[ALICE The Robodialer] 👇🏽
ALICE is many things.

ALICE is encouraged by AI and operates for the betterment of Secret Societies of all types.

ALICE is responsible for protecting those organizations.

pandorabots.com/pandora/talk?b…
[ALICE The Chatterbot] 👇🏽
Read 35 tweets
@JanJekielek @EpochTimes Lesser known #China #Lenovo #Motorola worldwide smartphone saga starts here:
Known for #RussiaHoax PR, #AI #Algo firm #NewKnowledge #5G six step "Lifecycle of Disinformation", eventually blaming #TuckerCarlson! Their partner #NKLabs is originator of modular #ProjectAra smartphone
@JanJekielek @EpochTimes #NewKnowledge appears to be defending interests of Motorola Mobility, now owned by #Chinese firm #Lenovo. #Google had begun development on #ProjectAra, shelved it, then #Google announced it would sell Motorola Mobility to Lenovo. A big pot of #5G logo stew, with Chinese seasoning
@JanJekielek @EpochTimes Confusing? You bet. Scary, maybe. With the likes of #Google #NewKnowledge #Motorola #Lenovo #China involved, a reach into the voice data #AI #MachineLearning cookie jar may start to look tempting. Why is #NewKnowledge fighting the story so hard?... ghost writing in #NewYorkTimes:
Read 4 tweets
Welcome to the FUTURE HACK PITCH DAY EVENT @nitdanigeria @ngrinnovation @Innovate_Ondo @Akure_techhub
Team showcase 1
Team MSuit
They are solving the problem of accountability in basic and secondary educational levels in Nigeria @IBBUL @CS_IBBUL @abdullahibnkawu @Eidrieez @Herbdukareem #FutureHackFUTA #EduTech #TuesdayThoughts
Read 14 tweets
THREAD: CF40 just concluded the third Yichun Forum in northeast #China’s Heilongjiang province. Here are some takeaways from the keynote speakers: mp.weixin.qq.com/s/qAmqQE2XQOyU… 1/7
Chen Yuan, chairman of CF40 Executive Council: China should reconsider the strategic significance of its foreign reserves, turning it into the focus of financial
battlefield in the future from its past role as a highly reliable core fortune. 2/7
Zhou Xiaochuan, former #PBoC governor: Only when #RMB is truly internationalized, can China effectively deal with the side effects of various distortions at the global monetary market which is now dominated by US dollar. 3/7
Read 7 tweets
"You don't see radio changing gradually and suddenly become radar. #Darwin's theory doesn't work for #technology, and we have to make a new observation."

- W Brian Arthur at SFI today

#evolution #innovation #invention
"Novel technologies are constructed from existing technologies. These offer themselves as components for the construction of further technologies."

- W Brian Arthur at SFI today

#evolution #innovation #invention #technology #engineering #design
Unlike the two-parent #inheritance typical to (but not ubiquitous among) #complex organisms, #technology inherits features from n parents - a "vast ancestral #network" more like horizontal gene transfer networks in #bacteria.

W Brian Arthur on sumulating #invention on a chip:
Read 18 tweets

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