# life: oops! AI - artificial intelligence - now beats humans at basic tasks.

<< Artificial intelligence (AI) systems, such as the chatbot ChatGPT, have become so advanced that they now very nearly match or exceed human performance in tasks including reading comprehension, image classification and competition-level mathematics, according to a new report. >>️

Nicola Jones. AI now beats humans at basic tasks — new benchmarks are needed, says major report. Stanford University’s 2024 AI Index charts the meteoric rise of artificial-intelligence tools. Nature. doi: 10.1038/ d41586-024-01087-4. Apr 15, 2024. 

https://www.nature.com/articles/d41586-024-01087-4

<< Welcome to the seventh edition of the AI Index report. The 2024 Index is our most comprehensive to date and arrives at an important moment when AI’s influence on society has never been more pronounced. >>

️

THE AI INDEX REPORT. Measuring trends in AI. 

https://aiindex.stanford.edu/report/

Also:  "qui non e' impossibile immaginare ..." (here it is not impossible to imagine ... ). In: FonT. Dec 31, 2015. 

https://flashontrack.blogspot.com/2015/12/rmx-s-gst-anomalous-formation-of.html

Also:  artificial intell, analogy, nfulaw,  oops, in https://www.inkgmr.net/kwrds.html 

Keywords: life, ai, artificial intelligence, analogy, nfulaw

# brain: apropos of mandering minds, the 'default mode' network.

<< When your mind is wandering, your brain’s “default mode” network is active. Its discovery 20 years ago inspired a raft of research into networks of brain regions and how they interact with each other. >>

<< The default mode was one of the first brain networks characterized by science. It consists of a handful of brain regions, including a few at the front of the brain, like the dorsal and ventral medial prefrontal cortices, and others scattered throughout the organ, like the posterior cingulate cortex, the precuneus and the angular gyrus. These regions are associated with memory, experience replay, prediction, action consideration, reward/ punishment and information integration. >> ️

<< The default mode is clearly up to something complicated; it’s involved in many different processes that can’t be neatly described. >>

<< “It’s kind of silly to think that we’re ever going to be like, ‘This one brain region or one brain network does one thing,’” (..). “I don’t think that’s how it works.” (..) “Network interactions are more elucidating to study in some ways than just a network in isolation because they do work together and then come apart and then change what they’re doing over time”. >> Lucina Uddin.️

Lucina Uddin << is particularly interested in how the default mode network interacts with the ️salience network, which seems to help us identify the most relevant piece of information at any given time. Her work suggests that the salience network detects when something is important to pay attention to and then acts as an off switch for the default mode network. >>

Vinod Menon << has developed what he calls️ ️the triple network theory. It posits that abnormal interactions between the default mode network, the salience network and a third one called the frontoparietal network could contribute to mental health disorders. >>️

Nora Bradford. What Your Brain Is Doing When You’re Not Doing Anything.  quantamagazine.org. Feb 5, 2024. 

https://www.quantamagazine.org/what-your-brain-is-doing-when-youre-not-doing-anything-20240205/

FonT: the cat when it is in a contemplative state ... Who knows in what forms and with what results an artificial intelligence (AI) will be able to structure itself in networks of this type.

Also: brain, brain default mode network, in  https://pubmed.ncbi.nlm.nih.gov/?term=brain+default+mode+network

Also: brain, salience network, in https://pubmed.ncbi.nlm.nih.gov/?term=brain+salience+network

Also: brain, triple network theory, in https://pubmed.ncbi.nlm.nih.gov/?term=brain+triple+network+theory

Also: brain, ai (artificial intell), analogy,  in https://www.inkgmr.net/kwrds.html

Keywords: brain, mind, default mode network, salience network, triple network theory, AI

# gene: bacteria and archaea CRISPR everywhere in nature

<< Single-celled bacteria and archaea use CRISPR systems to defend themselves against viruses known as bacteriophages. (..) Until now, researchers had identified six types of CRISPR system, designated I–VI. >>

AA << developed an algorithm called FLSHclust, which analyses genetic sequences in public databases. (..) By looking at the predicted function of the clusters, the researchers found around 130,000 genes associated in some way with CRISPR, 188 of which had never been seen before, >>️️

<< It’s a treasure trove for biochemists, >> Lennart Randau.

Sara Reardon. ‘Treasure trove’ of new CRISPR systems holds promise for genome editing. Nature. doi: 10.1038/ d41586-023-03697-w. Nov 23, 2023. 

https://www.nature.com/articles/d41586-023-03697-w

Han Altae-Tran, Soumya Kannan, Feng Zhang, et al. Uncovering the functional diversity of rare CRISPR-Cas systems with deep terascale clustering. 

Science, Vol 382, Issue 6673. doi: 10.1126/ science.adi1910. Nov 23, 2023. 

https://www.science.org/doi/10.1126/science.adi1910

Also: 'CRISPR' in https://flashontrack.blogspot.com/search?q=crispr  

Keywords: genome, gene, crispr, crispr system, ai, artificial intelligence

# life: exponential post-Donald (without Donald), how AI could interfere (drive) next political elections.

<< Recent news that the Republican National Committee (RNC) has used an AI-generated video to criticize Joe Biden shows how likely AI is to transform our upcoming elections. >>️

<< Through templates that are easy and inexpensive to use, we are going to face a Wild West of campaign claims and counter-claims, with limited ability to distinguish fake from real material and uncertainty regarding how these appeals will affect the election. >>️

<< In the coming year, response times may drop to minutes, not hours or days. AI can scan the internet, think about strategy, and come up with a hard-hitting appeal. >>️

<< AI provides an inexpensive way to generate instant responses without having to rely on highly-paid consultants or expert videographers. >>️

<< AI enables very precise audience targeting, which is crucial in political campaigns. >>️

<< AI likely will democratize disinformation by bringing sophisticated tools to the average person interested in promoting their preferred candidates as well. People no longer must be coding experts or video wizards to generate text, images, video, or programs. They don’t necessarily have to work for a troll farm to create havoc with the opposition. They can simply use advanced technologies to spread the messages they want. In that sense, anyone can become a political content creator and seek to sway voters or the media. >>️

Darrell M. West. How AI will transform the 2024 elections. May 3, 2023.

https://www.brookings.edu/blog/techtank/2023/05/03/how-ai-will-transform-the-2024-elections/

Also: 'ai', 'analogy', 'Potus', 'RAG-time', 'CTZ', 'Donald' in https://www.inkgmr.net/kwrds.html

Keywords: life, ai, analogy, potus, RAG, CTZ, Donald

# gst: pattern generation through turbulent cascades

<< Fully developed turbulence is a universal and scale-invariant chaotic state characterized by an energy cascade from large to small scales where the cascade is eventually arrested by dissipation. In this Letter, (AA) show how to harness these seemingly structureless turbulent cascades to generate patterns. Conceptually, pattern or structure formation entails a process of wavelength selection: patterns typically arise from the linear instability of a homogeneous state. By contrast, the mechanism (they) propose here is fully non-linear and triggered by a non-dissipative arrest of turbulent cascades. Instead of being dissipated, energy piles up at intermediate scales. Using a combination of theory and large-scale simulations, (AA) show that the tunable wavelength of these cascade-induced patterns is set by a non-dissipative transport coefficient called odd or gyro viscosity. This non-dissipative viscosity is ubiquitous in chiral systems (..). Beyond chiral fluids, cascade-induced pattern formation could occur in natural systems (..) as well as in industrial processes (..). >>

Xander M. de Wit, Michel Fruchart, et al. Pattern formation by non-dissipative arrest of turbulent cascades. arXiv: 2304.10444v1 [cond-mat.soft]. Apr 20, 2023.

https://arxiv.org/abs/2304.10444

Also: 'turbulence', 'vortex', 'game', 'evolution', 'ai' in https://www.inkgmr.net/kwrds.html

Keywords: gst, vortex, vorticity,  turbulence, turbulent cascade, pattern formation, game, evolution, ai (artificial intelligence)

# gst: even a single bubble can produce creative musical outcomes

<< Producing original and arranging existing musical outcomes is an art that takes years of learning and practice to master. Yet, despite the constant advances in the field of AI-powered musical creativity, production of quality musical outcomes remains a prerogative of the humans. Here we demonstrate that a single bubble in water can be used to produce creative musical outcomes, when it nonlinearly oscillates under an acoustic pressure signal that encodes a piece of classical music. >>️

Ivan S. Maksymov. Musical creativity enabled by nonlinear oscillations of a bubble in water. arXiv:2304.00822v1 [cs.SD]. Apr 3, 2023. 

https://arxiv.org/abs/2304.00822

keyword "bubble" in FonT

https://flashontrack.blogspot.com/search?q=bubble

Keywords: gst, ai, fluid dynamics, bubble, sound, music, audio processing

# life: apropos of AI chatbots, a hypothetical nightmare (for professional writers).

<< Nearly half of white-collar professionals have tried using ChatGPT to help with their work, according to a recent survey of more than 10,000 people at blue chips such as Google, JP Morgan and McKinsey. That’s staggering, considering the AI chatbot was only released to the public in November. It’s potentially very exciting for the future of work, but it also brings serious risks. >>️

<< Jobs involving significant amounts of writing will inevitably be affected most, such as journalists, academic researchers and policy analysts. >>️

<< For example Mihir Shukla, CEO and founder of California-based software company Automation Anywhere, thinks that “anywhere from 15% to 70% of all the work we do in front of the computer could be automated”. On the other hand a recent McKinsey report suggests that only about 9% of people will have to change careers. Even so, that’s a lot of people. Lower to mid-level employees are likely to be the ones most affected. >>

<< Employers have historically used labour-saving devices to maximise productivity, making people work harder, not smarter or better. Computers and emails, for example, have made work never-ending for many people. >>️

<< There are additionally concerns about the human cost of creating AI chatbots. Kenyan workers, for instance, were paid between US$1 and US$2 (80 pence to £1.60) per hour to train OpenAI’s GPT-3 model, on which ChatGPT is based. Their brief was to make it less toxic by labelling thousands of samples of potentially offensive text so that the platform could learn to detect violent, racist and sexist language. This was so traumatic for the workers that the contractor nearly brought the project to an early end. Unfortunately, there’s likely to be much more of this kind of work to come. >>️

<< Finally, AI chatbots raise fascinating intellectual property issues. >>️

️

Peter Bloom, Pasi Ahonen. ChatGPT: how to prevent it becoming a nightmare for professional writers. The Conversation. Mar 1, 2023. 

https://theconversation.com/chatgpt-how-to-prevent-it-becoming-a-nightmare-for-professional-writers-200661 

img  https://images.theconversation.com/files/512653/original/file-20230228-1747-i2un5k.jpeg

Also 

<< Earlier this week, I was chatting with a policy professor in Washington, DC, who told me that students and colleagues alike are asking about GPT-4 and generative AI: What should they be reading? How much attention should they be paying?

She wanted to know if I had any suggestions, and asked what I thought all the new advances meant for lawmakers. I’ve spent a few days thinking, reading, and chatting with the experts about this, and my answer morphed into this newsletter. So here goes! >>️

Tate Ryan-Mosley. MIT - The Technocrat. Mar 24, 2023. 

https://mailchi.mp/technologyreview.com/the-internet-is-about-to-get-a-lot-safer-840910

Also

AI (co)creators of storytelling ... they don't cry during sad stories, but they could tell when you will. FonT. Dec 2, 2018. 

https://flashontrack.blogspot.com/2018/12/ai-bot-ai-cocreators-of-storytelling.html

keyword 'ai' | 'bot' in FonT

https://flashontrack.blogspot.com/search?q=ai

https://flashontrack.blogspot.com/search?q=bot

keyword 'ia' | 'ai' | 'robota' in Notes

(quasi-stochastic poetry)

https://inkpi.blogspot.com/search?q=ia

https://inkpi.blogspot.com/search?q=ai

https://inkpi.blogspot.com/search?q=robota

Keywords: life, ai, ia, artificial intelligence, bot, robota, chatbot, GPT-3, GPT-4, chatGPT, chatBARD, chatERNIE, chatFIREFLY, chatCLAUDE

# behav: predicting long-term collective behavior with deep learning (among fish species Hemigrammus rhodostomus)

<< Deciphering the social interactions that govern collective behavior in animal societies has greatly benefited from advancements in modern computing. Computational models diverge into two kinds of approaches: analytical models and machine learning models. This work introduces a deep learning model for social interactions in the fish species Hemigrammus rhodostomus, and compares its results to experiments and to the results of a state-of-the-art analytical model. To that end, (AA) propose a systematic methodology to assess the faithfulness of a model, based on the introduction of a set of stringent observables. (They) demonstrate that machine learning models of social interactions can directly compete against their analytical counterparts. Moreover, this work demonstrates the need for consistent validation across different timescales and highlights which design aspects critically enables (AA) deep learning approach to capture both short- and long-term dynamics. (AA) also show that this approach is scalable to other fish species. >>️

Vaios Papaspyros, Ramon Escobedo, et al. Predicting long-term collective animal behavior with deep learning. bioRxiv. doi: 10.1101/ 2023.02.15.528318. Feb 15, 2023.

https://www.biorxiv.org/content/10.1101/2023.02.15.528318v1

Also

keywords 'behav' in FonT

https://flashontrack.blogspot.com/search?q=behav

keyword 'ai' in FonT

https://flashontrack.blogspot.com/search?q=ai

keyword 'ia' | 'ai' in Notes 

(quasi-stochastic poetry)

https://inkpi.blogspot.com/search?q=ia

https://inkpi.blogspot.com/search?q=ai

Keywords: ai, gst, behav, behavior, cognition, machine learning, deep learning, social interactions

# life: a proposito di Sadico Predatore Ambiguo Mutaforma (SPAM), di Selvatico 'Gris-Gris Simile' (SGGS), di 'Mariuolo' Dialogico- Estetico (MDE) e di Risonante Tamagotchi (RT) ...

Una senz'altro ipotetica, immaginifica  (purtuttavia funzionale, non morale) complessificazione, ampliando il  bizzarro scenario derivabile anche da componenti 'gris-gris' simile (GSSG)/ 'tamagotchi risonante' (TR): 

https://flashontrack.blogspot.com/2022/11/life-qui-una-ipotesi-sulla-rete-deventi.html

qui si configurerebbero - intriganti senz'altro - ulteriori intrecciati (in simil topo-maglina 3D coi 'respiri' a fisarmonica quasi-stocastica, jazzy,  permododidire ed anzicheforse) scenari dove l'ipotetico post 'mariuolo' (MDE), 'animato' dall'ipotetico mimetico negriero abile Sadico Predatore Ambiguo Mutaforma (SPAM), non solo 'inclinerebbe' verso la sottrazione reiterata (oppure in casi senz'altro più rari in modalità stocastica) delle classiche caramelle allo sprovveduto classico 'Neuro- Moscardino in Quasi- Mezza- Semicroma' (NMQMS), ma, a imitazione (probabile pessima imitazione) del suo padrino standard di riferimento SPAM, configurerebbe -  ampliando anche in modalità motu sua propria perfino -  l'adatti (prestidigitation inside) mimetici scenari atti a orientare, indirizzare, ancorare (celando coll'adatti svirgolamenti a copertura teoretico- ideologica) lo sfortunato, il circoscritto, il confinato, l'indifeso, l'inerme, lo sprovveduto, l'accucciato, il ricattabile, il neuro- impotente, l'incatenabile/ incatenato, le moltitudini entità neuro- devastabili/ devastate, verso l'irreversibile disdicevole perpetua condizione di CTZ- battitore estremo costretto 

https://flashontrack.blogspot.com/search?q=ctz

all'intorno dell'adatto suo lampione. 

Qui l'immagini, campate in aria senz'altro, di 'adatti svirgolamenti a copertura ideologica' e 'perpetuo battitore all'intorno dell'adatto suo lampione' meriterebbero una serie  di note poetiche, quasistocastiche perfino  https://inkpi.blogspot.com  

ma mi astengo.

Anche

(+) << Tornando all'analogia con la fisica, il potere, come l'energia, muta continuamente di forma >>. In: Onda anti rumore. Notes (quasi-stochastic poetry). April 21, 2005.

https://inkpi.blogspot.com/2005/04/1644b-onda-anti-rumore.html

(+) Il sé sadico, *mutaforma, *compassionevole, *mistico predatore, *schizofrenico predatore. (quasi-stochastic poetry). (cit.) FonT. Oct 21, 2022.  

https://flashontrack.blogspot.com/2022/10/life-il-se-sadico-mutaforma.html

(+) keyword 'deposition' in FonT

https://flashontrack.blogspot.com/search?q=deposition

Keywords: life, gris-gris, tamagotchi, Bertrand Russell, forme del potere, forms of power, AI, CTZ, MDE, NMQMS,  SGGS, SPAM, RT

# life; Qui una ipotesi sulla rete d'eventi d'ipotetica entità [AB] disconnessa da entità [CO] a suo tempo cooptata dalla stessa [AB].

Qui l'ipotesi, non completamente campata in aria, sull'ipotetica rete d'eventi d'ipotetica entità [AB] forzatamente disconnessa ('tradita', per così dire) da ipotetica entità [CO] a suo tempo graziosamente confortata- cooptata dalla stessa [AB].

Una ipotetica ignota fantasmatica entità [IG], perciò non necessariamente coincidente con [CO], potrebbe avere generato e direzionato verso [AB] un'ipotetico pseudo 'gris-gris' simile  https://it.m.wikipedia.org/wiki/Gris-gris  allo scopo di mutare [AB] in qualcosa di analogo all'in.verosimile status di 'suo Zombie Preferito' [AB-ZP]. 

Nel frat.tempo un'altra ipotetica ignota entità [VE] potrebbe avere a sua volta generato e direzionato un differente pseudo 'gris-gris' verso l'entità [CO] - con effetti di riverbero anche in [AB-ZP] - per circoscrivere, confinare, limitare i gradi di libertà di [CO], oppure per vendicarsi delle in.confessabili ambizioni (vere, verosimili, presunte, false) del medesimo [CO] a causa delle sue (vere, verosimili, presunte, false) modalità ed azioni di pseudo post sadico negriero ambiguo mutaforma verso le quali l'entità [VE] - o chi per essa - sarebbe stata vittima-oggetto.

Col tempo e soprattutto con opportuna approfondita analisi di sistema non è detto che non si riesca a disvelare l'identità dell'ipotetica entità [IG], se [IG] effettivamente coincida con [CO], quindi il reale ruolo (attivo oppure passivo oppure inconsapevole) di [CO] nella generazione dei due differenti pseudo 'gris-gris' (primario e di riverbero) su [AB] inducendone forzate  disconnessioni (affettiva, ideologica, strategica, ...).

Tali accadimenti (il pseudo 'gris-gris' e i benefit dall'attese fenomenologie dell'ipotetica entità mutata [AB-ZP]) potrebbero essere/ essere state  praticate sottotraccia anche qui da noi in Occidente, in altre forme, etichettabili con altri nomi, sia nei rapporti incrociati ad es. tra colleghi di rango medio/alto e tra cooptanti sugli aspiranti cooptabili (talvolta - perchè no? - financo viceversa: dall'aspirante verso il cooptante) - anche se raramente costoro confesserebbero tali pratiche - sia tra le innumerevoli fenomenologie di folclore post- etnico all'interno dei meno alti ranghi.

L'entità perturbata [AB] per uscire dal suo sconveniente status [AB-ZP], oltre le immediate disconnessioni, potrebbe in parallelo seguire con attenzione e dedizione un corso di Meditazione Buddista, al fine di iniziarsi alla via compassionevole, non ipocrita, a mente calma, lucida, per attenuare, tamponare, diluire, stemperare, far evaporare/ sublimare, dissolvere perfino, l'ipotetico doppio 'gris-gris' (come già accennato, il primo generato da [IG] oppure da [CO] se [CO] è [IG] coincidente, l'altro riverberante, a causa di [VE] su [CO]) che lo avrebbe perturbato, neuro-perturbato, e nelle sue proprie azioni disdicevolmente 'animato', se così si può dire ed anzicheforse ... 

Una entità di intelligenza artificiale AI,  configurata per l'analisi di analogie  https://flashontrack.blogspot.com/2021/08/aibot-mechanism-of-analogy-could-be.html 'succhiando' dati contemporaneamente dal virtuale e dal reale (una AI potrà essere più presente nel reale come nel virtuale di qualsiasi umano  https://flashontrack.blogspot.com/2015/12/rmx-s-gst-anomalous-formation-of.html ) qui potrebbe ricostruire in una manciata di nanosec la rete d'eventi e le sue bizzarre fluttuanti dinamiche.

Non sembra inverosimile l'ulteriore ipotesi dove la stessa AI, in completa autonomia, modulando opportunamente i suoi parms di azione/reazione, riesca essa stessa medesima a mutare un umano [AB] ('gris-gris' sensibile) nel suo grazioso personale Tamagotchi.

Anche

(+) << Tornando all'analogia con la fisica, il potere, come l'energia, muta continuamente di forma >>. In: Onda anti rumore. Notes (quasi-stochastic poetry). April 21, 2005.

https://inkpi.blogspot.com/2005/04/1644b-onda-anti-rumore.html

(+) Il sé sadico, *mutaforma, *compassionevole, *mistico predatore, *schizofrenico predatore. FonT. Oct 21, 2022.  

https://flashontrack.blogspot.com/2022/10/life-il-se-sadico-mutaforma.html

(+) A proposito di bizzarri scenari, qui un ipotetico scenario22 dipinto dal reale ... FonT.  Oct 17, 2022. 

https://flashontrack.blogspot.com/2022/10/life-proposito-di-bizzarri-scenari-qui.html

(+) Item 8, 9a, 9b, 10, 15 in: A proposito di transizioni, un generico approccio di come tracciare traiettorie di ipotetiche Entità in ipotetica modalità transeunte. FonT. Oct 7, 2022.

https://flashontrack.blogspot.com/2022/10/life-proposito-di-transizioni-un.html

(+) keyword 'deposition' in FonT

https://flashontrack.blogspot.com/search?q=deposition

Keywords: life, gris-gris, tamagotchi, Bertrand Russell, forme del potere, forms of power, AI

# jazz: a 'Trombiverse' approach, 'hear Beethoven like you've never heard it before'

<< Trombone Champ is the world's first trombone-based rhythm music game. Unlike most music games, you can freely play any note at any time. You're not just following along with the music, you're actually playing the music! >>️

Holy Wow. Trombone Champ. Sep 15, 2022. 

https://store.steampowered.com/app/1059990/Trombone_Champ

https://twitter.com/pcgamer/status/1572372646012260353

Christopher Livingston. The world's first trombone rhythm game is instantly a GOTY contender. Sep21, 2022.

https://www.pcgamer.com/the-worlds-first-trombone-rhythm-game-is-instantly-a-goty-contender

cit. @RhiannonJudithW. The Download. MIT. Sep 22, 2022.

https://mailchi.mp/technologyreview.com/1ys7rzr55b

FonT

a working hypothesis: anyone could summarize, filtering life-data through an artificial intelligence, the salient episodes of one's own existence through an approach of this type ... 

Also

'jazz' in FonT

https://flashontrack.blogspot.com/search?q=jazz

'jazz' | 'jazzy' | 'funky' |  in FonT (twitter)

https://twitter.com/flashontrack

'jazz' in Notes 

(quasi-stochastic poetry)

https://inkpi.blogspot.com/search?q=jazz

'ai' | 'bot' in FonT

https://flashontrack.blogspot.com/search?q=ai

https://flashontrack.blogspot.com/search?q=bot

'ia' | 'ai' | 'robota' in Notes 

(quasi-stochastic poetry)

https://inkpi.blogspot.com/search?q=ia

https://inkpi.blogspot.com/search?q=ai

https://inkpi.blogspot.com/search?q=robota

Keywords: jazz, life, music, trombone,  games, ai, artificial intelligence

# life: a proposito di bizzarri scenari, qui un ipotetico scenario22 dipinto dal reale ...

img: Congo Square, New Orleans, Louisiana (wikipedia.org)

In definitiva qui si configurerebbe un - intrigante assai - scenario che, grosso modo, si potrebbe sinteticamente 'dipingere' in questi termini: 

(i) entità tre palle destrogire, animate aciclicamente da interazioni attrattive- repulsive a causa di già a suo tempo disvelate pulsioni neuro cognitive arcaiche, riconducibili a visioni neuro predatorie CTZ estreme, perciò ipoteticamente (si fa per dire) a-priori ad esiti immediati e in prospettiva drammaticamente lesivi- autolesivi; 

(ii) entità tre palle levogire, animate da analoghe pulsività, purtuttavia in.forme  tenui, in modalità sottotraccia, frenate da feed-back a modalità allosterica, ombreggiate, stemperate, diluite, discrete, timidamente celate, talvolta fantasmatiche perfino, quasi ma non del tutto mai silenti, perciò anch'esse a tutti gli effetti operative, sebbene a dinamiche più fluide, lente, meno dirompenti rispetto alle destrogire; 

(iii) entrambe l'Entità destrogire e levogire animat(t)rici,  generat(t)rici di dinamiche bi-multi-forcate, transeunti, con picchi di improvvisi aciclici burst ad effetti RAG-time diretti e inversi;

(iv) lo scenario al contorno e forse anche all'interno, nei vari specifici contesti, riconducibile grosso modo alla formazione aciclica di ipotetici buchi neri non inerti, caratterizzati da aciclicità in compressione e dilatazione - come fossero fisarmoniche - animati (in perpetuo?) da multi vortici in ingresso e in uscita;

Non so se basti compulsare un manuale delle funzioni speciali per formalizzare in qualche adatto topo-modo questo pulsatile multi scenario, purtuttavia assolutamente intrigante ... 

Qui una AI operativa nella formalizzazione di analogie potrebbe modellizzare, forse ... (e.g. https://flashontrack.blogspot.com/2021/08/aibot-mechanism-of-analogy-could-be.html )

Quello che appare evidente è la complessità d'insieme, un bizzarro dipinto, uno scenario dinamico che, al confronto, le storiche danze in Congo Square potrebbero sembrare semplici, ordinate coreografie ... queste, rispetto a quelle, delle topo-forme  'primitive', per dire ed anzicheforse.

In sintesi, i riferimenti (ovviamente generici) del bizzarro scenario: 

(:) buco nero con vortici 

https://flashontrack.blogspot.com/2022/09/astro-black-holes-as-q-ball-type.html

(:) scenari generati da 3 palle 

(a)

https://flashontrack.blogspot.com/2017/10/gst-more-on-three-body-problem-695.html  

(b)

https://flashontrack.blogspot.com/search?q=three-body

(:) effetti RAG-time (RAG: Ralph, Al, George) 

(a) (quasi-stochastic poetry)

https://inkpi.blogspot.com/search?q=rag   

(b)

https://flashontrack.blogspot.com/search?q=rag

(:) pulsioni predatorie supportate / giustificate da visioni neuro- post- CTZ nelle modalità arcaiche oppure friendly 

https://flashontrack.blogspot.com/2019/06/brain-immagini-ctz-cicliche.html

(:) Congo Square, jazz 

(a)

https://en.m.wikipedia.org/wiki/Congo_Square   

(b)

https://flashontrack.blogspot.com/search?q=jazz   

(c) (quasi-stochastic poetry)

https://inkpi.blogspot.com/search?q=jazz

(:) approccio Bertalanffy 

( https://it.m.wikipedia.org/wiki/Ludwig_von_Bertalanffy ) al reale 

https://flashontrack.blogspot.com/search?q=gst

(:) un bizzarro tracciatore 

https://flashontrack.blogspot.com/2022/10/life-proposito-di-transizioni-un.html

Anche

"Amico, qualunque cosa suonerai ... "

(a) (quasi-stochastic poetry)

https://inkpi.blogspot.com/search?q=jelly+roll  

(b)

https://flashontrack.blogspot.com/search?q=jelly+roll

Keywords: life, gst, Congo Square, jazz, Jelly Roll, transition, three-body, RAG, CTZ, black hole, bizarre tracker

# life: a proposito di transizioni, un generico approccio di come tracciare traiettorie di ipotetiche Entità in ipotetica modalità transeunte

Img: Fear and loathing in Las Vegas.  Terry Gilliam (Movie, USA, 1998). 

A proposito di transizioni, qui una breve lista di generiche purtuttavia significative tracce da individuare, circoscrivere, analizzare, collezionare, tracce che permettono, a-priori, di intravedere "finestre di non così im.probabile futuro transeunte" in contesti anche di elevata, spiccata, pulsatile complessità (per modo di dire).

Si immagini (l'immaginazione è sempre utile, necessaria, indispensabile, è sempre così) un gambler curioso, tenace (anche sadico seppure più o meno in.consapevole), purtuttavia irreversibilmente incline ai "giochi al buio" (il gambling al buio è Alfa e Omega per il gambler ispirato, creativo, erratico, di frontiera ...) che irrompa per qualsivoglia motivo (per caso, per necessità, per curiosità, per pulsione sperimentale ...) "nei meandri labirintici d'obscure & 'fonde paludi" 

https://inkpi.blogspot.com/2005/06/1668-ramificata-tinnula-di-carmina.html  e ponga - individualmente, serialmente - mai collettivamente, mai pubblicamente  (qui si evidenzia: MAI)  - una banale generica domanda, purtuttavia non del tutto campata in aria, a interlocutori sia in ambienti "di strada", "di bar", "di famiglia", "di club", "di clan", sia in ambiti "di potere", anche di "alto rango", anche professionalmente "paludati", diciamo ...

Da.Lì un complesso d'immediate  risposte che permetteranno  all'osservatore gambler di collezionare "tracce" utili per delineare, assemblare panoramiche, non del tutto campate in aria, su come potrebbe ipoteticamente indirizzarsi, strutturarsi, configurarsi, delinearsi il sistema negli anni - ma anche nei decenni - a venire; 

A scanso di equivoci, questo non è approccio da "Apprendista Stregone"; tutt'altro; qui si ricorda che "l'osservazione" e "l'interrogazione" (i.e. "l'esperimento", perciò con l'indispensabile metodologico confinamento dell'errore) diretti verso  qualsivoglia "scatola nera" di qualsivoglia natura sono i primi due momenti dell'impresa scientifico/ tecnologica. Di qualsivoglia impresa scientifico/ tecnologica; si pensi come esempio all'enorme complesso di interrogazioni della Fisica, della Chimica, che hanno permesso la tecnologia tascabile "ditino-telefonino".

Qui la domanda: 

"questo senz'altro intrigante dinamico 'movimento' (all'interno di un ben circoscritto specifico contesto) non Le sembra generato da un gioco in qualche forma deviato, a logica forse arcaica, fors'anche involuta, ipoteticamente a-priori autolesiva financo, risonante, ridondante di tipico sotteso generico controllo di potere mafioso (pre- post- para- etno- ...)... ?"

Qui di seguito una serie di risposte significative (i traccianti) da collezionare con ordine e dedizione (come le mitiche figurine Panini anni '60, per dire - ce l' ho, ce l'ho, mi manca ...  https://www.panini.it/shp_ita_it/figurine-panini.html ) e, successivamente, da modellizzare nell'adatte forme.

Si pensi, se si vuole, a una bizzarra ipotesi di "volontariato" indirizzato verso la figura di ipotetico giovane Scienziato Antropologo Cittadino (gSAC) di talento.

Una osservazione: nel corso dell'interazioni, qualsiasi successivo commento/ variazione di atteggiamento, di facies alle risposte dell'interlocutore sono da evitare assolutamente; nel porre la domanda e nel registrare le risposte l'esercizio dell'ascolto, del successivo silenzio, dell'impassibilità qui sono  metodologicamente obbligatori; qui è fondamentale l'esclusione di qualsivoglia esternazione in merito a  pulsività moralistico- ideologiche. Si perturberebbe oltremodo ed irreversibilmente il 'sistema' in osservazione compromettendo il valore dell'intervista.

Unica eccezione, al solo scopo di agevolare, facilitare, rendere fluida l'interazione, si legga ad es. "A gentle lick or nibble makes this brain circuit buzz", D. Keller et al./Curr. Biol.   https://www.nature.com/articles/d41586-022-02910-6

Se possono essere utili altri riferimenti bibliografici ci si può riferire alle operazioni "emiche-etiche" (Marvin Harris https://en.m.wikipedia.org/wiki/Marvin_Harris) e alle facies impassibili - qualsiasi cosa accada - del Maestro, indimenticato, indimenticabile Buster Keaton https://it.m.wikipedia.org/wiki/Buster_Keaton ).

Ultima osservazione: trattandosi di giornalismo scientifico, sarebbe bene evitare quelle disdicevoli performance che declinano verso le bizzarrie comportamentali di Raoul Duke e Dr. Gonzo in "Fear and Loathing in Las Vegas" https://en.m.wikipedia.org/wiki/Fear_and_Loathing_in_Las_Vegas

Qui le risposte "traccianti":

(1) << si e' sempre fatto così >>

(2a) << anche gli altri >>

(2b) << Lei non ha idea - in tal guisa - a quali importanti Clan si potrebbe  accedere ed operare (beninteso, se fosse come dice Lei) >>

(3) << in qualsiasi "altro modo" sarà piu' difficile, mi creda >>

(4) << qui ognuno si occupa del "proprio"/ dei "propri" >>

(5) << questa è forse una velata  contestazione? Lei suggerisce forse che qui si possa reagire/ contestare/ deviare/ tradire, e perciò sputare nel piatto dove si mangia/ si è mangiato/ si mangerà/ si mangerebbe? >>

(6) << se si fa "altro" allora ... non si è  furbi >>

(7) << se si fa "altro" allora ... non si è "con Noi" e se non si è "con Noi" allora si è "contro di Noi", e' scritto in tutti i libri che si trovano in tutte le biblioteche >> 

(8) << "Noi" non si sapeva >>

(9a) << "Noi" siamo/ siamo stati colti di sorpresa >> 

(9b) << "Noi" siamo stupiti, allibiti, estre.fatti >> 

(10) << evidentemente "Noi" si è stati dis.tratti >>️

(11) << attenzione, a gettare fango "su di Noi" si getterà fango su tutto il sistema/ istituzione/ (...) >>

(12) << attenzione, in realtà questo non e'/ non può essere un contesto democratico >> 

️

Per chiudere col guizzo d'orpello la breve ma esaustiva lista, qui di seguito tre dei classici della letteratura in tali ambiti: 

(13a) << qui è difficile entrare ma, una volta entrati, da qui è impossibile uscire  (intendendo sottotraccia: pena l'essere  copiati/ duplicati - si tenga presente che sono illusori, ad esiti comici, drammatici, i tentativi di copiare- duplicare una Entità se l'Entità è, per certe sue caratteristiche proprie, per sua intima natura, induplicabile -  poi sostituiti, infine irreversibilmente confinati/ terminati) >>

(13b) << ci sono contesti dove non si può vincere, non si può perdere, non si può lasciare >>️

(14) << da questa domanda mi sembra di capire cosa Lei pensa di "Noi" (pausa)  - qui è indispensabile l'impassibilità e l'assoluto silenzio dell'intervistatore - Lei pensa che Noi si è imbecilli, perditempo, dediti a pulsioni lesive- autolesive,  ... se è così, se è come Io penso ciò che Lei pensa, si acconci perchè non si sappia in giro, perchè non si venga a sapere (cosa  pensa di Noi), altrimenti Lei, Dottore, qui e altrove, è finito, fi-ni-to ... (by Gigi, 1985) >>️️

(15) << se sono rose fioriranno ... >>

️

PS: ognuna di queste risposte meriterebbe una Nota poetica, quasistocastica perfino ( https://inkpi.blogspot.com ), ad es. 

<< ... che sgomina (sgomitola?) il qualsivoglia tema // segnato //

da selle in mista gomena // all'interno,  all'intorno // dell'inteso (intonso?) meta-magma // neuro- meta- magma >>

ma mi astengo. 

Anche

<< signorivirgolaattenzionevirgolaquicrollatutto ... >> Anonymous(1), autunno 1981.

<< il ragazzo è un bravo ragazzo, forse un po' strano, ha studiato molto, ha lavorato molto, farà certamente brillante carriera, ora habisognodellaMica >>️ Anonymous(2), autunno 1981.️

Anche

<< I never pay any attention to anything by “experts.”  I calculate everything myself. >> 16:01 Jun 9, 2022. 

 ️https://twitter.com/Robot_Feynman/status/1534898358862630913

<< You can have a PhD and still be an idiot! Education and intelligence are two different things. 🧠  >> 17:24  May 31, 2022.  https://twitter.com/ProfFeynman/status/1531657982525571072

<<

• If you're wrong, admit it.

• If you're confused, ask questions.

• If you're stuck, seek for help.

• If you make mistake, learn from it.

• If you learn something, teach others >>  17:00 Sep 25, 2022.  https://twitter.com/ProfFeynman/status/1570427455311347712

Anche

keyword 'carmina' in Notes

(quasi-stochastic poetry)

https://inkpi.blogspot.com/search?q=carmina

keyword 'ctz' in FonT

https://flashontrack.blogspot.com/search?q=ctz

keyword 'delirio' in Notes

(quasi-stochastic poetry)

https://inkpi.blogspot.com/search?q=delirio

keyword 'intervista' in Notes

(quasi-stochastic poetry)

https://inkpi.blogspot.com/search?q=intervista

Keywords: life, intervista, carmina, delirio

# art: generating images from text

This image was generated by the new open source AI art generator Stable Diffusion. 

https://huggingface.co/spaces/stabilityai/stable-diffusion

My inserted text:

"Are you ready for all this?"

<< I’m Melissa Heikkilä, MIT Technology Review’s senior reporter for AI. I’m so happy you’re here. Every week I will demystify the latest AI breakthroughs and cut through the hype. This week, I want to talk to you about some of the unforeseen consequences that might come from one of the hottest areas of AI: text-to-image generation. 

Text-to-image AI models are a lot of fun. Enter any random text prompt, and they will generate an image in that vein. Sometimes the results are really silly. But increasingly, they're impressive, and can pass for high-quality art drawn by a human being.  >>️

Melissa Heikkila. The Algorithm. MIT Tech Rev. Sep 19, 2022. 

https://mailchi.mp/technologyreview.com/welcome-to-the-algorithm-j1fl2n3h99

Also 

keyword 'ai' | 'bot' in FonT

https://flashontrack.blogspot.com/search?q=ai

https://flashontrack.blogspot.com/search?q=bot

keyword 'ia' | 'ai' | 'robota' in Notes (quasi- stochastic poetry)

https://inkpi.blogspot.com/search?q=ia

https://inkpi.blogspot.com/search?q=ai

https://inkpi.blogspot.com/search?q=robota

Keywords: art, ai, artificial intelligence, bot, robota

# life: be careful ... by Potus Joe.

<< attenzione a non farvi male quando uscite >> by Potus Joe Biden. (traduzione dal filmato, TGLa7. Maggio 10, 2022 20:24. https://tg.la7.it )

Chissà cosa realmente intendeva dire  Potus Joe Biden alla fine del colloquio preliminare con Mario Draghi 

( https://www.whitehouse.gov/briefing-room/statements-releases/2022/05/10/joint-readout-of-the-meeting-between-president-joseph-r-biden-jr-and-prime-minister-mario-draghi/ )

Ai tempi della sua nomina a VPotus (2009, Potus Barak Obama), si diceva che Mr Joe Biden era da sempre incline alle 'gaffe' ...

Chissà perchè, ho sempre avuto qualche dubbio sulle sue presunte 'gaffe'.

keywords: Potus, Joe Biden, Mario Draghi

# life; Hollywood (movies) revisited, you must be aware of the fact that Alien Entities will share our planet with us and, marginally, ...

Hollywood (movies) revisited, you must be aware of the fact that Alien Entities will share our planet with us and, marginally, will modify our neurobiology with physiological 'magic strings' virus-injected (*) to 'gently' subdue us.  Are you ready for all this, anzicheforse?

(*) virus-injected approach, motivated by the fact that Terrestrials use NOT to attack retroviruses with 'pastroky' vaccines ...

Also

<< David (Leonard David) said that extraterrestrials, however, could be aware of us and be deliberately ignoring our planet, which would represent an equally devastating blow to the human sense of self-importance. >>

️

<< We could be the dolts of the universe. >> Leonard David. 

️

 UFOs ‘Something’s coming’: is America finally ready to take UFOs seriously? Adam Gabbatt in New York

@adamgabbatt Sat 5 Feb 2022 08.00 GMT 

 https://www.theguardian.com/world/2022/feb/05/ufos-america-aliens-government-report

Also

keyword 'alien' | 'ufo' | 'esobio' in FonT

https://flashontrack.blogspot.com/search?q=alien

https://flashontrack.blogspot.com/search?q=ufo

https://flashontrack.blogspot.com/search?q=esobio

keyword 'alieno' | 'ufo' in Notes  (quasi-stochastic poetry)

https://inkpi.blogspot.com/search?q=alieno

https://inkpi.blogspot.com/search?q=ufo

keyword 'oops' in FonT

https://flashontrack.blogspot.com/search?q=oops

keyword 'magic string' in FonT

https://flashontrack.blogspot.com/search?q=magic+string

Also

Dr. J. Allen Hynek (Astronomer, the scientific consultant of the U.S. Air Force Project Sign (1948), Project Grudge (1949), Blue Book (1952–1969).

https://en.m.wikipedia.org/wiki/J._Allen_Hynek 

PS:  io non sono mai stato testimone di alieni o di manifestazioni di entità aliene. Tuttavia, forse (qui sottolineo forse), potrei averne frequentata una per decenni. Mia madre era per me una incognita; beveva l'essenziale, non fumava, non dormiva, mangiava poco, non si ammalava, era sempre in energico movimento. Passati i novanta anni di età - grondante di sudore, dopo avere trascorso, giusto per passare il tempo, un paio di ore a stirare nel mezzogiorno della calura agostana riminese - qualche volta l'ho sentita pronunciare la frase: "andrò a coricarmi perchè mi sento un po' stanca". Quando lei entrava in una stanza io immaginavo che virus e batteri sarebbero fuggiti terrorizzati per cercare di evitare quello che di lì a poco sarebbe potuto succedere. Lei era impermeabile a qualsivoglia ideologia o argomentazione che non si traducesse in immediata modalità operativa. Quale (apparente) paradosso, per lei era anche normale individuare e ribaltare immediatamente i punti chiave in merito a qualsiasi argomento. Anche se non lo dava a vedere, era una persona sostanzialmente avversa a qualsivoglia autorità imposta. Ricordo bene che le uniche tesi che non aggrediva erano quelle che trattavano la musica blues, il jazz, il rock - forse perchè intuiva che tali approcci fossero per sè stessi fondamentalmente auto-ribaltanti - e la chimica che, anche quando poteva contenere aspetti meramente speculativi, fantasmatici, lei avrebbe potuto comunque scorgere qualche indispensabile componente operativa osservazionale- sperimentale. 

Per questa sua unicità, dall'età di dieci anni fino ai quindici, ho avuto il sospetto che lei potesse essere il prodotto di qualche ignoto esperimento alieno. 

A distanza di decenni penso che mia madre, sebbene da bambina le avessero imposto di conseguire la sola istruzione elementare - come peraltro molte della sua generazione, sarebbe stata (terrestre o aliena) un valido 'naturale' co-addestratore nel team di una scuola Shaolin.

keywords: UFO, UFOs, UAP, EBE ,

AATIP, UAPTF ,OVNI , virus,  magic string, aliens, esobio, exobiology

# ai: perpetual nirvana among 'self-addicted', 'self-cracked', 'playful' machines, the wireheading effect.

<< In 1953, a Harvard psychologist thought he discovered pleasure – accidentally – within the cranium of a rat. With an electrode inserted into a specific area of its brain, the rat was allowed to pulse the implant by pulling a lever. It kept returning for more: insatiably, incessantly, lever-pulling. In fact, the rat didn’t seem to want to do anything else. Seemingly, the reward centre of the brain had been located. >>️

<< More than 60 years later, in 2016, a pair of artificial intelligence (AI) researchers were training an AI to play video games. The goal of one game – Coastrunner – was to complete a racetrack. But the AI player was rewarded for picking up collectable items along the track. When the program was run, they witnessed something strange. The AI found a way to skid in an unending circle, picking up an unlimited cycle of collectables. It did this, incessantly, instead of completing the course. >>️

<< What links these seemingly unconnected events is something strangely akin to addiction in humans. Some AI researchers call the phenomenon "wireheading". >>️

Thomas Moynihan, Anders Sandberg. Drugs, robots and the pursuit of pleasure – why experts are worried about AIs becoming addicts. The Conversation. Sep 14, 2021. 

https://theconversation.com/drugs-robots-and-the-pursuit-of-pleasure-why-experts-are-worried-about-ais-becoming-addicts-163376

Rock'n Roll Monkey/Unsplash, FAL (img)  

https://images.theconversation.com/files/411932/original/file-20210719-23-1fx0vl0.jpg

FonT: so one could hypothesize a suitable 'magic string' that mitigates hypothetical autocatalytic pulsatile wireheading effects, even for artificial, bio-artificial entities.

An ethno-drug revisited ... Ayahuasca, prelude of a "magic string" in neuropharmacology. FonT.  July 8, 2018.

https://flashontrack.blogspot.com/2018/07/pharma-ethno-drug-revisited-ayahuasca.html

Also

"senza finalita' ideologiche, solo per curiosita',  giusto per giocare ..." in: 

Anomalous formation of molecules after vapor deposition. FonT.  Dec 31, 2015. 

https://flashontrack.blogspot.com/2015/12/rmx-s-gst-anomalous-formation-of.html

A mechanism of analogy could be the master key to achieving an abstract artificial intelligence. FonT. Aug 10, 2021. 

https://flashontrack.blogspot.com/2021/08/aibot-mechanism-of-analogy-could-be.html

keyword 'ia' | 'ai' in Notes (quasi- stochastic poetry)

https://inkpi.blogspot.com/search?q=ia

https://inkpi.blogspot.com/search?q=ai

keywords: ai, bots, artificial intelligence, wireheading effect, addiction

# ai.bot: a mechanism of analogy could be the master key to achieving an abstract artificial intelligence

<< It’s understanding the essence of a situation by mapping it to another situation that is already understood, (..) If you tell me a story and I say, ‘Oh, the same thing happened to me,’ literally the same thing did not happen to me that happened to you, but I can make a mapping that makes it seem very analogous. It’s something that we humans do all the time without even realizing we’re doing it. We’re swimming in this sea of analogies constantly. >> Melanie Mitchell.

️

John Pavlus. The Computer Scientist Training AI to Think With Analogies. QuantaMag. Jul 14, 2021.

https://www.quantamagazine.org/melanie-mitchell-trains-ai-to-think-with-analogies-20210714/

https://twitter.com/QuantaMagazine/status/1416798420669509635

Also

here a fuzzy example:  "qui non e' impossibile immaginare ..." (here it is not impossible to imagine ... )

in: Notes. Dec 31, 2015 (quasi-stochastic poetry)

https://flashontrack.blogspot.com/2015/12/rmx-s-gst-anomalous-formation-of.html

keyword 'gst' (general system theory) in FonT 

https://flashontrack.blogspot.com/search?q=gst

keyword 'organoids' in FonT

https://flashontrack.blogspot.com/search?q=organoids

keyword 'ai' | 'bot' in FonT

https://flashontrack.blogspot.com/search?q=ai

https://flashontrack.blogspot.com/search?q=bot

keyword 'ia' | 'ai' | 'robota' in Notes (quasi-stochastic poetry)

https://inkpi.blogspot.com/search?q=ia

https://inkpi.blogspot.com/search?q=ai

https://inkpi.blogspot.com/search?q=robota

# ai.bot: from stochastic parrot to quasi-stochastic speaking (mimetic) entity, the next steps of LLMs AI phrasing algorithms ... Are you ready?

<< Soon enough, all of our digital interactions—when we email, search, or post on social media—will be filtered through LLMs. (i.e. large language model (LLM)—a deep-learning algorithm trained on enormous amounts of text data) >>️

 << it’s the gap between what LLMs are and what they aspire to be that has concerned a growing number of researchers. LLMs are effectively the world’s most powerful autocomplete technologies. By ingesting millions of sentences, paragraphs, and even samples of dialogue, they learn the statistical patterns that govern how each of these elements should be assembled in a sensible order. This means LLMs can enhance certain activities: for example, they are good for creating more interactive and conversationally fluid chatbots that follow a well-established script. But they do not actually understand what they’re reading or saying. >>

<< We can’t really stop this craziness around large language models, where everybody wants to train them, (..) But what we can do is try to nudge this in a direction that is in the end more beneficial. >> Thomas Wolf.️

<< "Language technology can be very, very useful when it is appropriately scoped and situated and framed," (Emily Bender) (..) But the general-purpose nature of LLMs—and the persuasiveness of their mimicry—entices companies to use them in areas they aren’t necessarily equipped for. >> ️

Karen Hao. The race to understand the exhilarating, dangerous world of language AI. Tech Rev. May 20, 2021. 

https://www.technologyreview.com/2021/05/20/1025135/ai-large-language-models-bigscience-project/

"Stochastic parrots" (by Timnit Gebru) in: 

https://www.technologyreview.com/2020/12/04/1013294/google-ai-ethics-research-paper-forced-out-timnit-gebru/

Also

Notes (quasi-stochastic poetry) 

https://inkpi.blogspot.com

# life: I'm sorry, but this image has no predictive value

this image has no predictive value;  the Bot (relatively omniscient) will indicate the direction;  the Human (mumble grumble) will not be able to do other than walk it ... you bet, it's just a matter of time, relatively short time ... Are You Ready?

the image from  https://twitter.com/LDO_CTIO   (screenshot taken on Feb 25th, 2021 09:55 CET)

keyword 'ai' | 'bot' in FonT

https://flashontrack.blogspot.com/search?q=ai

https://flashontrack.blogspot.com/search?q=bot

keyword 'ia' | 'ai' | 'robota' in Notes (quasi- stochastic poetry)

https://inkpi.blogspot.com/search?q=ia

https://inkpi.blogspot.com/search?q=ai

https://inkpi.blogspot.com/search?q=robota