#tokens — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #tokens, aggregated by home.social.
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Ma vision de ce qu’on appelle « IA »
L’« IA » fait couler beaucoup d’encre en ce moment ; c’est bien normal. C’est un outil hors du commun, et on peut vite tomber dans une vision magique qui attise tous les fantasmes. Il me semble important de prendre un peu de recul et de réflexion, après une bonne expérimentation.
Je ne cherche à convaincre personne. Je donne ma vision, à partir de mon usage quotidien. J’y parle des vendeurs de miracle, du générateur statistique de tokens, et de l’image qui m’aide le plus à penser cet outil : une encyclopédie d’un genre nouveau.
L’article complet est sur mon site : https://atelier.clavelier.me/articles/ma-vision-de-ce-quon-appelle-ia/
#IA #LLM #IntelligenceArtificielle #Tokens -
Ma vision de ce qu’on appelle « IA »
L’« IA » fait couler beaucoup d’encre en ce moment ; c’est bien normal. C’est un outil hors du commun, et on peut vite tomber dans une vision magique qui attise tous les fantasmes. Il me semble important de prendre un peu de recul et de réflexion, après une bonne expérimentation.
Je ne cherche à convaincre personne. Je donne ma vision, à partir de mon usage quotidien. J’y parle des vendeurs de miracle, du générateur statistique de tokens, et de l’image qui m’aide le plus à penser cet outil : une encyclopédie d’un genre nouveau.
L’article complet est sur mon site : https://atelier.clavelier.me/articles/ma-vision-de-ce-quon-appelle-ia/
#IA #LLM #IntelligenceArtificielle #Tokens -
Ma vision de ce qu’on appelle « IA »
L’« IA » fait couler beaucoup d’encre en ce moment ; c’est bien normal. C’est un outil hors du commun, et on peut vite tomber dans une vision magique qui attise tous les fantasmes. Il me semble important de prendre un peu de recul et de réflexion, après une bonne expérimentation.
Je ne cherche à convaincre personne. Je donne ma vision, à partir de mon usage quotidien. J’y parle des vendeurs de miracle, du générateur statistique de tokens, et de l’image qui m’aide le plus à penser cet outil : une encyclopédie d’un genre nouveau.
L’article complet est sur mon site : https://atelier.clavelier.me/articles/ma-vision-de-ce-quon-appelle-ia/
#IA #LLM #IntelligenceArtificielle #Tokens -
Ma vision de ce qu’on appelle « IA »
L’« IA » fait couler beaucoup d’encre en ce moment ; c’est bien normal. C’est un outil hors du commun, et on peut vite tomber dans une vision magique qui attise tous les fantasmes. Il me semble important de prendre un peu de recul et de réflexion, après une bonne expérimentation.
Je ne cherche à convaincre personne. Je donne ma vision, à partir de mon usage quotidien. J’y parle des vendeurs de miracle, du générateur statistique de tokens, et de l’image qui m’aide le plus à penser cet outil : une encyclopédie d’un genre nouveau.
L’article complet est sur mon site : https://atelier.clavelier.me/articles/ma-vision-de-ce-quon-appelle-ia/
#IA #LLM #IntelligenceArtificielle #Tokens -
Ma vision de ce qu’on appelle « IA »
L’« IA » fait couler beaucoup d’encre en ce moment ; c’est bien normal. C’est un outil hors du commun, et on peut vite tomber dans une vision magique qui attise tous les fantasmes. Il me semble important de prendre un peu de recul et de réflexion, après une bonne expérimentation.
Je ne cherche à convaincre personne. Je donne ma vision, à partir de mon usage quotidien. J’y parle des vendeurs de miracle, du générateur statistique de tokens, et de l’image qui m’aide le plus à penser cet outil : une encyclopédie d’un genre nouveau.
L’article complet est sur mon site : https://atelier.clavelier.me/articles/ma-vision-de-ce-quon-appelle-ia/
#IA #LLM #IntelligenceArtificielle #Tokens -
🤑 Salesforce blames its Claude addiction for denting profit margin guidance
“Roughly about six months ago we unleashed Claude in our R&D cycle. It's part of the reason we didn't raise margin guidance on the year because we're covering some of the token spend that we've got going. And the goal of that really was to, let's see what we could break”
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🤑 Salesforce blames its Claude addiction for denting profit margin guidance
“Roughly about six months ago we unleashed Claude in our R&D cycle. It's part of the reason we didn't raise margin guidance on the year because we're covering some of the token spend that we've got going. And the goal of that really was to, let's see what we could break”
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🤑 Salesforce blames its Claude addiction for denting profit margin guidance
“Roughly about six months ago we unleashed Claude in our R&D cycle. It's part of the reason we didn't raise margin guidance on the year because we're covering some of the token spend that we've got going. And the goal of that really was to, let's see what we could break”
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🤑 Salesforce blames its Claude addiction for denting profit margin guidance
“Roughly about six months ago we unleashed Claude in our R&D cycle. It's part of the reason we didn't raise margin guidance on the year because we're covering some of the token spend that we've got going. And the goal of that really was to, let's see what we could break”
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🤑 Salesforce blames its Claude addiction for denting profit margin guidance
“Roughly about six months ago we unleashed Claude in our R&D cycle. It's part of the reason we didn't raise margin guidance on the year because we're covering some of the token spend that we've got going. And the goal of that really was to, let's see what we could break”
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Menos tokens, mais resultado! Quebrando a mentalidade de abundância
🚨 Se você acha que usar mais tokens te deixa mais rico, está completamente enganado! (e eu vou te provar)
Nesse vídeo, falo sobre a mentalidade errada de quem acha que quantidade = resultado. No mundo da infraestrutura e desenvolvimento, o que importa é eficiência: usar o token mais barato e na menor...
#QMK3 #GLM53 #Otimização #LLM #InteligênciaArtificial #DevOps #Infraestrutura #SmartContracts #Tokens #CustoBenefício
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FYI: Explaining tokens: Tokens are the units of text AI models read, write and bill by. How subword encoding works, why two vendors count the same sentence differently, what it costs. https://ppc.land/tokens/ #Tokens #AI #MachineLearning #SubwordEncoding #NaturalLanguageProcessing
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ICYMI: Explaining tokens: Tokens are the units of text AI models read, write and bill by. How subword encoding works, why two vendors count the same sentence differently, what it costs. https://ppc.land/tokens/ #Tokens #AI #MachineLearning #NLP #SubwordEncoding
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Explaining tokens: Tokens are the units of text AI models read, write and bill by. How subword encoding works, why two vendors count the same sentence differently, what it costs. https://ppc.land/tokens/ #AI #MachineLearning #NaturalLanguageProcessing #Tokens #SubwordEncoding
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FYI: Agents burn 5x more tokens than humans as Zapier traffic drops: Cached prompts account for more than 85% of agentic token spend, a cost line agencies now resell to clients. Agent usage grew 14x since February. Who pays it? https://ppc.land/agents-burn-5x-more-tokens-than-humans-as-zapier-traffic-drops/ #Marketing #PPC #Tokens #DigitalMarketing #Zapier
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ICYMI: AI agents use five times more tokens than humans, OpenRouter data shows: AI agents consume nearly five times more tokens than human users, OpenRouter data shows, as Zapier and n8n traffic falls and token prices climb for marketers. https://ppc.land/ai-agents-use-five-times-more-tokens-than-humans-openrouter-data-shows/ #AI #MachineLearning #DataAnalysis #DigitalMarketing #Tokens
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Zero Knowledge Proofs Aren’t Age Verification Silver Bullets
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"The psychological and cognitive factors in LLM use are a growing field of serious research. One study found a significant correlation between confidence in AI output and belief in the paranormal. Multiple studies found a negative impact on learning, cognition and critical thinking with greater LLM reliance. New research suggests that reports of developers feeling demotivated and burned-out with extensive use may have some real truth behind them"
https://codemanship.wordpress.com/2026/08/12/ai-software-development-what-does-the-data-say/
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Is the industry ready for tokens-constrained work?
https://blog.alaindichiappari.dev/p/what-to-do-when-tokens-run-out
Comments: https://news.ycombinator.com/item?id=49319582
#HackerNews #tokens #work #industry #readiness #constraints #blockchain #innovation
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Graft – Claude Code hooks that cut grep tokens by 42%
https://github.com/NanoNets/Graft
Comments: https://news.ycombinator.com/item?id=49299985
#HackerNews #Graft #ClaudeCode #grep #optimization #GitHub #tokens #reduction
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AI crypto tokens are everywhere, but what do they actually do? 🤖🪙
From decentralized computing and AI agents to data marketplaces and model access, we break down the real use cases behind the hype.
https://blockmap.one/blog/what-are-ai-crypto-tokens-and-what-are-they-actually-used-for/
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🎉 "Relay" race just got a whole lot "safer"! 🏃♂️ Apparently, everyone needs to "protect" these precious relays like they're the last slice of pizza at a tech conference. 🤦♂️ Welcome to the world where relays are now guarded by #tokens, because nothing says 'security' like adding yet another layer to your already tangled spaghetti stack. 🍝🔐
https://www.iroh.computer/blog/authenticated-relays #RelayRace #Security #TechHumor #CyberSecurity #SpaghettiCode #HackerNews #ngated -
Watching your LLM bill grow in real time 💀
🪙 **token-visualizer** — Simulate LLM conversations and visualize token usage & cost
💯 Compare pricing models and watch per-turn costs grow
🦀 Written in Rust & built with @ratatui_rs
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"People are finding it really hard to manage that #cost… (AI tokens) it's a non #deterministic output, so it's a #NonDeterministic #value," — Will Venters, associate professor of Digital Innovation and Information Systems at the London School of Economics
#AI / #tokens / #price <https://bbc.com/news/articles/c872r52x7jgo>
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Mcptoon – MCP CLI client that cuts tool discovery tokens by 97%
https://github.com/activeing123/mcptoon
Comments: https://news.ycombinator.com/item?id=49253721
#HackerNews #Mcptoon #MCP #CLI #client #tool #discovery #tokens #efficiency #optimization
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So say we all.. Yeah, pretty weird...
$2T spent thus far on AI Infrastructure build-out ( so I have read...), likely more.
Yet, no viable business model - that I have seen - on how to even recoup that - much less reap a profit...
..and yet here we are.... megacorps, oligarchs and billionaires throwing astounding amounts of cash at AI Infra build-out.
Millions of cube-dwellers bludgeoned into AI adoption by mid-managers, and now being asked to hold off - cause #tokens
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*In the Depression, in the USA? Yeah. #deadmedia
*Those may not be behind us, but rather ahead of us. #AI #tokens
RE: https://bsky.app/profile/did:plc:fbikctgjmhx24lik4zecb2fu/post/3msfeqgghl22r -
AI Mania: From Tulips to Tokens
https://seanhelvey.com/tools-and-their-tools/
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Will economic constraints on token use in organisations drive the emergence of norms?
I’ve been following the token maxxing discourse with interest. Essentially we’ve seen a tendency to equate quantity of tokens used with the extent of AI integration. It’s hard to measure integration so organisations have turned to the proxy of tokens, assuming that the more tokens you are using then the more you are integrating LLMs into your work. The problem with this is two fold:
- At present tokens are essentially being subsidised by investors in AI labs interested in maximising adoption of the products. The costs of token to the lab are either minimised for the end user or entirely removed from the equation with unmetered access.
- The assumption that more use = better is obviously untenable with even a rudimentary knowledge of the ethical and epistemological risks of language models. Further, more use of LLMs might be worse for the organisation because it hinders other forms of work which are essential to the organisation’s mission.
There is a significant shift underway which is going to change how LLMs are used within organisation, summarised here by 404 media:
The news highlights a major shift in the tech industry and other companies that use AI: the wave of uninhibited AI growth is over. Some AI providers like GitHub are now charging customers per token rather than a flat subscription fee, leading some companies to burn through their tokens. Uber recently capped employees’ use of AI tools like Claude Code and Cursor; that came after Uber told employees to use AI as much as possible and Uber’s CTO said the company had blown its entire AI budget in four months. And Accenture itself reportedly started requiring senior staff to start using AI or risk losing out on promotions.
I was wrong to believe that model development was flatlining. A week with Claude Fable, the continual development of Claude Opus and my begrudging appreciation of GPT 5.5 leave me persuaded we’ve come along way since GPT 5. However even if the models are getting more capable, to what extent are those capabilities becoming more expensive? I managed to burn through £100+ in five days playing with Claude Fable and I constantly have Opus switched to max now, even when I vaguely know it’s wasteful. There’s a whole style of use which has taken hold here which isn’t sustainable and is increasingly hitting a brick wall.
For individuals it raises the question of what you’re willing to pay for. I switch to Max plans when I have a special reason to do so but I never keep the subscription any more. I hit the rate limits with Claude so frequently that it’s left me thinking more carefully about what I do want to use models for and what I don’t want to use models for. The same process is inevitably going to take place in organisations I think in the sense of resource constraints necessitating evaluative criteria for desirable and undesirable use of the model. .
#AIIntegration #compute #economics #organisations #tokenMaxxing #tokens -
Many coin collectors and numismatists are also interested in #exonumia such as #tokens. Ancient tokens are called "Tesserae". The Numismatic Society of Diest have published a four part series on these pieces, and made it freely available. Read more in this week's E-Sylum: https://www.coinbooks.org/v29/esylum_v29n10.html#article3
#Numismatics #CoinCollecting #Tesserae #AncientCoins #History #Histodons @numismatics @histodons -
Solana ETF 'still in play' despite Cboe filing removal — VanEck exec - VanEck is still advocating for its Solana ETF with regulators, said Matt... - https://cointelegraph.com/news/solana-etf-still-play-despite-cboe-filing-removal-vaneck-exec #bitcoinregulation #cryptocurrencies #bitcoinprice #unitedstates #ethereumetf #investments #bitcoinetf #technology #government #markets #solana #tokens #etf #sec #law
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The complete DDoS guide for founders
https://onboardbase.com/blog/ddos/
#ycombinator #Hasicorp_vault_alternative #local_first #AWS_S3_for_credentials #local_first_hashicorp_vault #simpler_hashicorp_vault #secrets #protect #secret_manager #access #secret_access #secret_infrastructure #secretops #API_keys #tokens #pipeline #console_log #security #share #contractors #freelancers #dev_team #developer_machines #deployment #secure #infrastructure #environment_variable #configs #environment_configs -
Franklin Templeton files S-1 for new crypto index ETF - Issuers are lining up for the next wave of cryptocurrency exchange-trade... - https://cointelegraph.com/news/franklin-templeton-files-s-1-new-crypto-index-etf #bitcoinregulation #cryptocurrencies #unitedstates #ethereumetf #investments #bitcoinetf #technology #government #trading #tokens #etf #sec
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Grayscale launches investment fund for MakerDAO token - Grayscale also launched funds for protocols Bittensor and Sui in August.... - https://cointelegraph.com/news/grayscale-investment-fund-maker-dao-token #bitcoinregulation #cryptocurrencies #unitedstates #investments #ethereumetf #technology #government #stablecoin #bitcoinetf #grayscale #markets #tokens #sec #etf
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Crypto ETFs will expand to new asset types, indexes — Grayscale executive - The pace of adoption of crypto exchange-traded funds in the United State... - https://cointelegraph.com/news/crypto-etfs-expand-new-asset-types-indexes-grayscale-executive #bitcoinregulation #bitcoinprice #unitedstates #investments #ethereumetf #technology #bitcoinetf #grayscale #trading #tokens #sec #law #etf
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US Judge Considers if Crashed Coins of Terraform Labs Were Securities - A judge in the United States considered on Thursday whether the cryptocurrencies c... - https://news.bitcoin.com/us-judge-considers-if-crashed-coins-of-terraform-labs-were-securities/ #securitiesregulator #cryptocurrencies #cryptocurrency #digitalassets #terraformlabs #cryptoassets #securities #dismissal #terraform #crypto #dokwon #tokens #coins #court #fraud #judge #news #case #sec
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Do Kwon Moved $29 Million Worth of Coins Since Arrest, Prosecutor Says - Founder of Terraform Labs, Do Kwon, has withdrawn millions of dollars in crypto fr... - https://news.bitcoin.com/do-kwon-moved-29-million-worth-of-coins-since-arrest-prosecutor-says/ #cryptocurrencies #cryptocurrency #investigation #investigator #southkorean #dansunghan #prosecutor #southkorea #executive #terraform #collapse #terrausd #transfer #founder #crypto #dokwon #korean #tokens #wallet #coins #crash #fraud
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Gold-Based Digital Assets Issued in Russia - A blockchain platform built by Russia’s largest banking institution, Sber, has bee... - https://news.bitcoin.com/gold-based-digital-assets-issued-in-russia/ #digitalfinancialassets #blockchainplatform #cryptocurrencies #cryptocurrency #digitalassets #tokenization #blockchain #sberbank #russian #crypto #russia #tokens #coins #news #dfas #gold #sber #dfa
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Russia’s Largest Digital Asset Deal Denominated in Chinese Yuan - A Russian company has announced the country’s first authorized transaction with di... - https://news.bitcoin.com/russias-largest-digital-asset-deal-denominated-in-chinese-yuan/ #digitalfinancialassets #cryptocurrencies #digitalcurrency #foreigncurrency #commercialdebt #cryptocurrency #digitalassets #centralbank #chineseyuan #lighthouse #regulation #currency #issuance #finance #atomyze #russian #crypto #russia #tokens
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Uzbekistan Approves Rules for Issuance and Circulation of Crypto Assets - The authority responsible for crypto oversight in Uzbekistan has determined the or... - https://news.bitcoin.com/uzbekistan-approves-rules-for-issuance-and-circulation-of-crypto-assets/ #cryptocurrencies #cryptocurrency #digitalassets #cryptoassets #uzbekistanis #circulation #investments #regulations #uzbekistani #regulation #uzbekistan #regulator #issuance #licenses #watchdog #capital #agency #crypto #tokens #coins
