#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 -
🤑 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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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
