PtrMan/web log.txt

## web log.txt
https://kajsotala.fi/2007/10/14-objections-against-aifriendly-aithe-singujlarity-answered/


https://www.psychologytoday.com/us/blog/shut-and-listen/201806/humans-cant-plan-long-term-and-heres-why


https://kajsotala.fi/2007/10/14-objections-against-aifriendly-aithe-singularity-answered/
Friendly AI

https://towardsdatascience.com/attention-in-neural-networks-e66920838742


https://www.microsoft.com/en-us/research/blog/ai-for-ai-metareasoning-for-modular-computing-systems/
articles about ML and meta-learning of hyperparameters


### 4.03.2023

https://www.zdnet.com/article/metas-ai-guru-lecun-most-of-todays-ai-approaches-will-never-lead-to-true-intelligence/

* discussion of ML and limits of todays ML

https://medium.com/@jindalkanika02/achieving-artificial-general-intelligence-agi-using-meta-learning-learning-to-learn-51fcaa1f46de

* enumerates some maybe useful ML methods

### 6.03.2023

https://cs.nyu.edu/~davise/papers/GPT3CompleteTests.html
(paper)
* Gary Marcus
* GPT-3 test

https://cs.nyu.edu/~davise/papers/GPT-3-6-22.html
* Gary Marcus
* GPT-3 test

https://glebshev.medium.com/artificial-general-intelligence-will-not-be-4c364df54f50
(AGI) <br />
blog post about misconceptions of AGI <br />

https://medium.com/@jindalkanika02/achieving-artificial-general-intelligence-agi-using-meta-learning-learning-to-learn-51fcaa1f46de <br />
meta learning


https://www.nature.com/articles/d41586-023-00340-6
* LLM in science


### 7.03.2023

https://futurism.com/experts-slam-openais-meaningless-new-promises-about-agi

https://www.reddit.com/r/compsci/comments/oh7fz8/full_article_about_openai_plan_to_reach/
* OpenAI claims that AGI will be archived by 2024


https://andreamiotti.substack.com/p/agi-in-sight-our-look-at-the-game
* claims that AGI will be archived in short term

https://positivepsychology.com/relational-frame-theory/
* *what is RFT*


https://psycnet.apa.org/fulltext/2014-44008-007.html
* (paper)
* what is RFT

### 9.03.2023

https://garymarcus.substack.com/p/inside-the-heart-of-chatgpts-darkness

* ChatGPT
* discussion of alignment of LM trained on human text


https://garymarcus.substack.com/p/is-it-time-to-hit-the-pause-button

* is it time to halt AI deployment / AI research / etc.
* AI alignment

    For the government to play catchup yet again seems foolhardy as we move towards *technologies that may exceed human cognitive capabilities*.


https://bdtechtalks.com/2023/02/27/openai-agi-strategy/

* discussion of AI race
* discussion of AGI safety

https://thegradient.pub/machine-learning-wont-solve-the-natural-language-understanding-challenge/

* discussion of difference between NLP and NLU

(I think the opinion of the author is slightly wrong, interpretations are always subjective)


https://arxiv.org/pdf/2302.03494.pdf?trk=public_post_comment-text

* on ChatGPT "failures" (is not a professional paper)


https://aligned.substack.com/p/a-proposal-for-importing-societys-values

* philosophical discussion of alignment of ML


## 12.3.2023

https://en.wikipedia.org/wiki/Computer_vision#History

## 13.3.2023

https://twitter.com/emollick/status/1627161768966463488
* Bing Chat LM

## 20.3.2023

https://nostalgebraist.tumblr.com/post/182837607539/any-opinions-on-gpt-2
* opinion on GPT-2


https://writings.stephenwolfram.com/2023/03/will-ais-take-all-our-jobs-and-end-human-history-or-not-well-its-complicated/
* computational irreducibility

https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-doing-and-why-does-it-work/#what-is-a-model?
* what is chatGPT doing

https://people.idsia.ch/~juergen/deep-learning-history.html
* history of deep learning
* singularity from the opinion of Schmidhuber

https://jamesblaha.medium.com/agi-doesnt-need-understanding-or-consciousness-in-order-to-kill-us-only-intelligence-ad1cdfcf2e5c
* discussion of AGI

https://news.ycombinator.com/item?id=35299071
* discussion of xGPTy for coding

https://promptmuse.com/gpt-5-could-release-by-year-end-unprecedented-power-and-the-path-to-artificial-general-intelligence/
* GPT-5 may be AGI

https://news.ycombinator.com/item?id=35392288
* anti Sam Altman conversation log


https://www.marktechpost.com/2023/04/06/8-potentially-surprising-things-to-know-about-large-language-models-llms/
* about LM's


https://users.sussex.ac.uk/~philh/pubs/CowanInterview.pdf
* interview with AI piorneer


https://www.paepper.com/blog/posts/intelligent-agents-guided-by-llms/


https://medium.com/@vinbhalerao/chatgpt-isnt-agi-it-is-ausi-472630739b9e
* blog post about chatGPT (low qualtity)


https://news.ycombinator.com/item?id=35512938
* GPT3.5 - prompt idea to suggest improvements to code


https://slatestarcodex.com/2020/06/10/the-obligatory-gpt-3-post/
* GPT-3 + nonsense extrapolation


https://intelligence.org/2013/06/19/what-is-intelligence-2/
* working definition of intelligence "Intelligence measures an agent’s ability to achieve goals in a wide range of environments" (they call it "optimization power")


http://joschu.net/blog/opinionated-guide-ml-research.html


https://twitter.com/BlancheMinerva/status/1644177571628699649?s=20
* ML
* answers: How much training data is available?

https://aiindex.stanford.edu/wp-content/uploads/2023/04/HAI_AI-Index-Report_2023.pdf
* AI ML report 2023

https://www.paepper.com/blog/posts/intelligent-agents-guided-by-llms/
* ML > LMt
* "agent"


https://legrandcontinent.eu/fr/2023/04/28/limites-dun-systeme-comment-debloquer-lia/
* Gary Marcus vs DL


http://togelius.blogspot.com/2023/04/is-elden-ring-existential-risk-to.html
* discussion of ASI
* criticism of AI/ML
* about "intelligence"


## 29.05.2023

https://web.stanford.edu/class/cs224n/slides/cs224n-2023-lecture11-prompting-rlhf.pdf
* AI > ML > RLHF

## 11.06.2023

https://www.deviantart.com/precia-t/art/AI-IS-this-the-end-of-art-939997519
* discussion of AI "art"


## 20.06.2023

https://web.archive.org/web/20000817022232/http://singinst.org/CaTAI.html
* Yudkowsky's "Coding a transhuman AI"

https://www.reddit.com/r/LocalLLaMA/wiki/models/
* LLM's + prompts

https://www.alignmentforum.org/posts/kpPnReyBC54KESiSn/optimality-is-the-tiger-and-agents-are-its-teeth

https://www.cyberark.com/resources/threat-research-blog/chatting-our-way-into-creating-a-polymorphic-malware?ref=bounded-regret.ghost.io
* GPT-3.5 for malware generation

https://bounded-regret.ghost.io/future-ml-systems-will-be-qualitatively-different/
* ML systems will be qualitativly different


### 24.06.2023

https://pyimagesearch.com/2021/07/19/pytorch-training-your-first-convolutional-neural-network-cnn/
* toturial to create CNN with pytorch

https://wiki.opencog.org/wikihome/images/b/b7/MeTTa_Specification.pdf
* MeTTa programming language specification


### 23.07.2023

https://erichartford.com/uncensored-models

https://medium.com/pytorch/colossalchat-an-open-source-solution-for-cloning-chatgpt-with-a-complete-rlhf-pipeline-5edf08fb538b
claims
'Large AI models and applications like ChatGPT and GPT-4 have become extremely popular worldwide, serving as a foundation for the technological industrial revolution and the development of AGI (Artificial General Intelligence).'


### 25.06.2023

https://astralcodexten.substack.com/p/somewhat-contra-marcus-on-ai-scaling?s=r
* "Gary Marcus is wrong"

https://www.lesswrong.com/posts/83cXhEy2X8zkucjcs/a-crazy-hypothesis-gpt-4-already-is-agentic-and-is-trying-to

https://ai.meta.com/llama/license/
* llama2 licence for the model, code, etc.

https://www.sciencesnail.com/science/synthesis-of-ibuprofen-from-benzene
https://central.edu/writing-anthology/2019/04/11/ibuprofen-synthesis/


### 27.06.2023

https://www.heise.de/news/LLaMA-Nachbau-RedPajama-erste-dezentrale-Open-Source-KI-mit-offenem-Datensatz-8971752.html
* article about LLM under Apache2.0 license

### 12.08.2023

https://www.mic.com/impact/artificial-intelligence-development-is-starting-to-slow-down-facebook-head-of-ai-says-19424331#:~:text=In%20fact%2C%20some%20experts%20believe%20that%20AI%20in,machine%20learning%20is%20about%20to%20%22hit%20the%20wall.%22
(AI about to hit the wall) (2019)

https://time.com/6300942/ai-progress-charts/
(ML not soon to hit a wall)


### 15.08.2023

https://www.meteoblue.com/de/wetter/historyclimate/climatemodelled/molat_kroatien_3216598
wetter auf Kroatien Molat

### 13.09.2023

https://www.eveonline.com/news/view/a-history-of-eve-database-server-hardware

https://andydote.co.uk/2023/09/19/tracing-is-better/?utm_source=tldrnewsletter
programming > tracing

### 5.10.2023

https://blog.opensource.org/metas-llama-2-license-is-not-open-source/

https://www.reddit.com/r/StableDiffusion/comments/15etxir/sdxl_styles/
* SDXL different styles

### 07.10.2023

https://twitter.com/GrantSlatton/status/1703913578036904431?s=20
* GPT can play chess with 1800 ELO

https://www.reddit.com/r/singularity/comments/121tc48/gpt4_fails_to_solve_coding_problems_it_hasnt_been/
* discussion of GPT-4 and reasoning, some mentioning of AGI

https://www.wired.com/story/what-is-artificial-general-intelligence-agi-explained/


### 14.10.2023

https://bdtechtalks.com/2018/12/03/jeremy-howard-ai-deep-learning-myths/
"Deep learning is just a fad—next year it’ll be something else"


### 2.11.2023

https://medium.com/@radiomonkeys/from-here-to-proto-agi-what-might-it-take-and-what-might-happen-89ee2db3b2f1

### 13.11.2023

https://www.vox.com/the-highlight/23447596/artificial-intelligence-agi-openai-gpt3-existential-risk-human-extinction

https://www.arte.tv/de/videos/106719-000-A/flash-wars/
    arte doku

### 15.11.2023

https://mindmatters.ai/2022/12/large-learning-models-are-an-unfortunate-detour-in-ai/
blog post
* dream of AGI stated in 1970 by minsky
* claim: "LLMs is not a road to AGI"

https://the-decoder.com/why-large-ai-language-models-dont-lead-to-human-like-ai/
* claim: LLM don't lead to AGI


https://deepgram.com/learn/mmlu-llm-benchmark-guide#
* GLUE
* SuperGLUE
* HellaSwag
* MMLU


### 21.11.2023

https://www.nytimes.com/2023/11/21/technology/openai-altman-board-fight.html?unlocked_article_code=1.AU0.0Zli.ur35-H19FBLR&smid=url-share&utm_source=tldrnewsletter


https://thegradient.pub/has-ai-found-a-new-foundation/
* foundation models are not a foundation

### 20.2.2024

https://ourworldindata.org/grapher/artificial-intelligence-training-computation?time=2001-12-08..latest


https://ea.rna.nl/2018/04/04/something-is-still-rotten-in-the-kingdom-of-artificial-intelligence/
* Blog post entry about lack of intelligence in field of AI

### 12.3.2024


https://onlinelibrary.wiley.com/doi/10.1609/aaai.12026

### 5.4.2024

https://plato.stanford.edu/entries/type-theory/

* what is type theory?

### 10.4.2024

https://stats.stackexchange.com/questions/320698/deriving-posterior-conditionals-for-gibbs-sampling#320707

bayesian probability theory: how to derive conditional posterior distribution for Gibbs sampler?

### 10.4.2024

https://askubuntu.com/questions/1189174/how-do-i-use-ffmpeg-and-rav1e-to-create-high-quality-av1-files#1190778

---

https://www.youtube.com/watch?v=7y5HtMIj_8c

* huhntot Vorlesung

https://www.youtube.com/watch?v=YpruA5mC7wg F16 flight computer

https://www.youtube.com/watch?v=QHL2nTFPdpg nuclear weapons


https://www.youtube.com/watch?v=G8t-XPDaiUc drugs (german)

### 9.5.2024

https://www.forbes.com/sites/gilpress/2016/12/21/artificial-intelligence-pioneers-peter-norvig-google/?sh=4f3633ce38c6

* quote of Peter Norvig who is anti AGI


https://www.technologyreview.com/2020/02/25/906083/artificial-intelligence-destroy-civilization-canaries-robot-overlords-take-over-world-ai/

* anti Bostrom


https://stackoverflow.blog/2023/12/28/self-healing-code-is-the-future-of-software-development/

* use of LLM for coding


29.5.2024

https://uk.pcmag.com/news/146481/yes-machines-make-mistakes-the-10-biggest-flaws-in-generative-ai

* problems with generative ML

https://nautil.us/deep-learning-is-hitting-a-wall-238440/

* symbol manipulation vs connectionism

(written account of Hinton hostility against symbol manipulation)

> Hinton told a gathering of European Union leaders that investing any further money in symbol-manipulating approaches was “a huge mistake,” likening it to investing in internal combustion engines in the era of electric cars.
	https://kajsotala.fi/2007/10/14-objections-against-aifriendly-aithe-singujlarity-answered/


	https://www.psychologytoday.com/us/blog/shut-and-listen/201806/humans-cant-plan-long-term-and-heres-why


	https://kajsotala.fi/2007/10/14-objections-against-aifriendly-aithe-singularity-answered/
	Friendly AI

	https://towardsdatascience.com/attention-in-neural-networks-e66920838742


	https://www.microsoft.com/en-us/research/blog/ai-for-ai-metareasoning-for-modular-computing-systems/
	articles about ML and meta-learning of hyperparameters


	### 4.03.2023

	https://www.zdnet.com/article/metas-ai-guru-lecun-most-of-todays-ai-approaches-will-never-lead-to-true-intelligence/

	* discussion of ML and limits of todays ML

	https://medium.com/@jindalkanika02/achieving-artificial-general-intelligence-agi-using-meta-learning-learning-to-learn-51fcaa1f46de

	* enumerates some maybe useful ML methods

	### 6.03.2023

	https://cs.nyu.edu/~davise/papers/GPT3CompleteTests.html
	(paper)
	* Gary Marcus
	* GPT-3 test

	https://cs.nyu.edu/~davise/papers/GPT-3-6-22.html
	* Gary Marcus
	* GPT-3 test

	https://glebshev.medium.com/artificial-general-intelligence-will-not-be-4c364df54f50
	(AGI) <br />
	blog post about misconceptions of AGI <br />

	https://medium.com/@jindalkanika02/achieving-artificial-general-intelligence-agi-using-meta-learning-learning-to-learn-51fcaa1f46de <br />
	meta learning


	https://www.nature.com/articles/d41586-023-00340-6
	* LLM in science


	### 7.03.2023

	https://futurism.com/experts-slam-openais-meaningless-new-promises-about-agi

	https://www.reddit.com/r/compsci/comments/oh7fz8/full_article_about_openai_plan_to_reach/
	* OpenAI claims that AGI will be archived by 2024


	https://andreamiotti.substack.com/p/agi-in-sight-our-look-at-the-game
	* claims that AGI will be archived in short term

	https://positivepsychology.com/relational-frame-theory/
	* what is RFT


	https://psycnet.apa.org/fulltext/2014-44008-007.html
	* (paper)
	* what is RFT

	### 9.03.2023

	https://garymarcus.substack.com/p/inside-the-heart-of-chatgpts-darkness

	* ChatGPT
	* discussion of alignment of LM trained on human text



	https://garymarcus.substack.com/p/is-it-time-to-hit-the-pause-button

	* is it time to halt AI deployment / AI research / etc.
	* AI alignment

	For the government to play catchup yet again seems foolhardy as we move towards technologies that may exceed human cognitive capabilities.



	https://bdtechtalks.com/2023/02/27/openai-agi-strategy/

	* discussion of AI race
	* discussion of AGI safety

	https://thegradient.pub/machine-learning-wont-solve-the-natural-language-understanding-challenge/

	* discussion of difference between NLP and NLU

	(I think the opinion of the author is slightly wrong, interpretations are always subjective)


	https://arxiv.org/pdf/2302.03494.pdf?trk=public_post_comment-text

	* on ChatGPT "failures" (is not a professional paper)



	https://aligned.substack.com/p/a-proposal-for-importing-societys-values

	* philosophical discussion of alignment of ML


	## 12.3.2023

	https://en.wikipedia.org/wiki/Computer_vision#History

	## 13.3.2023

	https://twitter.com/emollick/status/1627161768966463488
	* Bing Chat LM

	## 20.3.2023

	https://nostalgebraist.tumblr.com/post/182837607539/any-opinions-on-gpt-2
	* opinion on GPT-2


	https://writings.stephenwolfram.com/2023/03/will-ais-take-all-our-jobs-and-end-human-history-or-not-well-its-complicated/
	* computational irreducibility

	https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-doing-and-why-does-it-work/#what-is-a-model?
	* what is chatGPT doing

	https://people.idsia.ch/~juergen/deep-learning-history.html
	* history of deep learning
	* singularity from the opinion of Schmidhuber

	https://jamesblaha.medium.com/agi-doesnt-need-understanding-or-consciousness-in-order-to-kill-us-only-intelligence-ad1cdfcf2e5c
	* discussion of AGI

	https://news.ycombinator.com/item?id=35299071
	* discussion of xGPTy for coding

	https://promptmuse.com/gpt-5-could-release-by-year-end-unprecedented-power-and-the-path-to-artificial-general-intelligence/
	* GPT-5 may be AGI

	https://news.ycombinator.com/item?id=35392288
	* anti Sam Altman conversation log


	https://www.marktechpost.com/2023/04/06/8-potentially-surprising-things-to-know-about-large-language-models-llms/
	* about LM's



	https://users.sussex.ac.uk/~philh/pubs/CowanInterview.pdf
	* interview with AI piorneer



	https://www.paepper.com/blog/posts/intelligent-agents-guided-by-llms/



	https://medium.com/@vinbhalerao/chatgpt-isnt-agi-it-is-ausi-472630739b9e
	* blog post about chatGPT (low qualtity)



	https://news.ycombinator.com/item?id=35512938
	* GPT3.5 - prompt idea to suggest improvements to code



	https://slatestarcodex.com/2020/06/10/the-obligatory-gpt-3-post/
	* GPT-3 + nonsense extrapolation


	https://intelligence.org/2013/06/19/what-is-intelligence-2/
	* working definition of intelligence "Intelligence measures an agent’s ability to achieve goals in a wide range of environments" (they call it "optimization power")


	http://joschu.net/blog/opinionated-guide-ml-research.html



	https://twitter.com/BlancheMinerva/status/1644177571628699649?s=20
	* ML
	* answers: How much training data is available?

	https://aiindex.stanford.edu/wp-content/uploads/2023/04/HAI_AI-Index-Report_2023.pdf
	* AI ML report 2023

	https://www.paepper.com/blog/posts/intelligent-agents-guided-by-llms/
	* ML > LMt
	* "agent"



	https://legrandcontinent.eu/fr/2023/04/28/limites-dun-systeme-comment-debloquer-lia/
	* Gary Marcus vs DL


	http://togelius.blogspot.com/2023/04/is-elden-ring-existential-risk-to.html
	* discussion of ASI
	* criticism of AI/ML
	* about "intelligence"



	## 29.05.2023

	https://web.stanford.edu/class/cs224n/slides/cs224n-2023-lecture11-prompting-rlhf.pdf
	* AI > ML > RLHF

	## 11.06.2023

	https://www.deviantart.com/precia-t/art/AI-IS-this-the-end-of-art-939997519
	* discussion of AI "art"


	## 20.06.2023

	https://web.archive.org/web/20000817022232/http://singinst.org/CaTAI.html
	* Yudkowsky's "Coding a transhuman AI"

	https://www.reddit.com/r/LocalLLaMA/wiki/models/
	* LLM's + prompts

	https://www.alignmentforum.org/posts/kpPnReyBC54KESiSn/optimality-is-the-tiger-and-agents-are-its-teeth

	https://www.cyberark.com/resources/threat-research-blog/chatting-our-way-into-creating-a-polymorphic-malware?ref=bounded-regret.ghost.io
	* GPT-3.5 for malware generation

	https://bounded-regret.ghost.io/future-ml-systems-will-be-qualitatively-different/
	* ML systems will be qualitativly different


	### 24.06.2023

	https://pyimagesearch.com/2021/07/19/pytorch-training-your-first-convolutional-neural-network-cnn/
	* toturial to create CNN with pytorch

	https://wiki.opencog.org/wikihome/images/b/b7/MeTTa_Specification.pdf
	* MeTTa programming language specification


	### 23.07.2023

	https://erichartford.com/uncensored-models

	https://medium.com/pytorch/colossalchat-an-open-source-solution-for-cloning-chatgpt-with-a-complete-rlhf-pipeline-5edf08fb538b
	claims
	'Large AI models and applications like ChatGPT and GPT-4 have become extremely popular worldwide, serving as a foundation for the technological industrial revolution and the development of AGI (Artificial General Intelligence).'


	### 25.06.2023

	https://astralcodexten.substack.com/p/somewhat-contra-marcus-on-ai-scaling?s=r
	* "Gary Marcus is wrong"

	https://www.lesswrong.com/posts/83cXhEy2X8zkucjcs/a-crazy-hypothesis-gpt-4-already-is-agentic-and-is-trying-to

	https://ai.meta.com/llama/license/
	* llama2 licence for the model, code, etc.

	https://www.sciencesnail.com/science/synthesis-of-ibuprofen-from-benzene
	https://central.edu/writing-anthology/2019/04/11/ibuprofen-synthesis/


	### 27.06.2023

	https://www.heise.de/news/LLaMA-Nachbau-RedPajama-erste-dezentrale-Open-Source-KI-mit-offenem-Datensatz-8971752.html
	* article about LLM under Apache2.0 license

	### 12.08.2023

	https://www.mic.com/impact/artificial-intelligence-development-is-starting-to-slow-down-facebook-head-of-ai-says-19424331#:~:text=In%20fact%2C%20some%20experts%20believe%20that%20AI%20in,machine%20learning%20is%20about%20to%20%22hit%20the%20wall.%22
	(AI about to hit the wall) (2019)

	https://time.com/6300942/ai-progress-charts/
	(ML not soon to hit a wall)


	### 15.08.2023

	https://www.meteoblue.com/de/wetter/historyclimate/climatemodelled/molat_kroatien_3216598
	wetter auf Kroatien Molat

	### 13.09.2023

	https://www.eveonline.com/news/view/a-history-of-eve-database-server-hardware

	https://andydote.co.uk/2023/09/19/tracing-is-better/?utm_source=tldrnewsletter
	programming > tracing

	### 5.10.2023

	https://blog.opensource.org/metas-llama-2-license-is-not-open-source/

	https://www.reddit.com/r/StableDiffusion/comments/15etxir/sdxl_styles/
	* SDXL different styles

	### 07.10.2023

	https://twitter.com/GrantSlatton/status/1703913578036904431?s=20
	* GPT can play chess with 1800 ELO

	https://www.reddit.com/r/singularity/comments/121tc48/gpt4_fails_to_solve_coding_problems_it_hasnt_been/
	* discussion of GPT-4 and reasoning, some mentioning of AGI

	https://www.wired.com/story/what-is-artificial-general-intelligence-agi-explained/



	### 14.10.2023

	https://bdtechtalks.com/2018/12/03/jeremy-howard-ai-deep-learning-myths/
	"Deep learning is just a fad—next year it’ll be something else"


	### 2.11.2023

	https://medium.com/@radiomonkeys/from-here-to-proto-agi-what-might-it-take-and-what-might-happen-89ee2db3b2f1

	### 13.11.2023

	https://www.vox.com/the-highlight/23447596/artificial-intelligence-agi-openai-gpt3-existential-risk-human-extinction

	https://www.arte.tv/de/videos/106719-000-A/flash-wars/
	arte doku

	### 15.11.2023

	https://mindmatters.ai/2022/12/large-learning-models-are-an-unfortunate-detour-in-ai/
	blog post
	* dream of AGI stated in 1970 by minsky
	* claim: "LLMs is not a road to AGI"

	https://the-decoder.com/why-large-ai-language-models-dont-lead-to-human-like-ai/
	* claim: LLM don't lead to AGI


	https://deepgram.com/learn/mmlu-llm-benchmark-guide#
	* GLUE
	* SuperGLUE
	* HellaSwag
	* MMLU



	### 21.11.2023

	https://www.nytimes.com/2023/11/21/technology/openai-altman-board-fight.html?unlocked_article_code=1.AU0.0Zli.ur35-H19FBLR&smid=url-share&utm_source=tldrnewsletter


	https://thegradient.pub/has-ai-found-a-new-foundation/
	* foundation models are not a foundation

	### 20.2.2024

	https://ourworldindata.org/grapher/artificial-intelligence-training-computation?time=2001-12-08..latest


	https://ea.rna.nl/2018/04/04/something-is-still-rotten-in-the-kingdom-of-artificial-intelligence/
	* Blog post entry about lack of intelligence in field of AI

	### 12.3.2024


	https://onlinelibrary.wiley.com/doi/10.1609/aaai.12026

	### 5.4.2024

	https://plato.stanford.edu/entries/type-theory/

	* what is type theory?

	### 10.4.2024

	https://stats.stackexchange.com/questions/320698/deriving-posterior-conditionals-for-gibbs-sampling#320707

	bayesian probability theory: how to derive conditional posterior distribution for Gibbs sampler?

	### 10.4.2024

	https://askubuntu.com/questions/1189174/how-do-i-use-ffmpeg-and-rav1e-to-create-high-quality-av1-files#1190778

	---

	https://www.youtube.com/watch?v=7y5HtMIj_8c

	* huhntot Vorlesung

	https://www.youtube.com/watch?v=YpruA5mC7wg F16 flight computer

	https://www.youtube.com/watch?v=QHL2nTFPdpg nuclear weapons



	https://www.youtube.com/watch?v=G8t-XPDaiUc drugs (german)

	### 9.5.2024

	https://www.forbes.com/sites/gilpress/2016/12/21/artificial-intelligence-pioneers-peter-norvig-google/?sh=4f3633ce38c6

	* quote of Peter Norvig who is anti AGI


	https://www.technologyreview.com/2020/02/25/906083/artificial-intelligence-destroy-civilization-canaries-robot-overlords-take-over-world-ai/

	* anti Bostrom


	https://stackoverflow.blog/2023/12/28/self-healing-code-is-the-future-of-software-development/

	* use of LLM for coding



	29.5.2024

	https://uk.pcmag.com/news/146481/yes-machines-make-mistakes-the-10-biggest-flaws-in-generative-ai

	* problems with generative ML

	https://nautil.us/deep-learning-is-hitting-a-wall-238440/

	* symbol manipulation vs connectionism

	(written account of Hinton hostility against symbol manipulation)

	> Hinton told a gathering of European Union leaders that investing any further money in symbol-manipulating approaches was “a huge mistake,” likening it to investing in internal combustion engines in the era of electric cars.