#tokens — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #tokens, aggregated by home.social.
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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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“if your $500K engineer isn’t burning $250K in #tokens, something is wrong.” — Jensen Huan, Nvidia CEO
#AI / #AIBubble / #engineer / #FinancialEngineering / #NVidia / #JensenHuan <https://washingtonpost.com/business/2026/07/28/ai-token-openai-anthropic-corporate/1c1de3cc-8a39-11f1-8912-d71e69d679d7_story.html> (paywall) / < https://archive.md/p4E3q>
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Does Speaking to Agents Like Cavemen Save 65% of Tokens? We Test
https://blog.jetbrains.com/ai/2026/07/speak-to-ai-agents-like-cavemen-tosave-tokens/
Comments: https://news.ycombinator.com/item?id=49080605
#HackerNews #AI #Agents #Tokens #Cavemen #Efficiency #Testing
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Workplaces look for cheaper #AI as ‘#tokenmaxxing’ fades as a corporate fad
Bain & Company management consultants said many of big businesses firm advises have been taking a closer look at returns on their AI investments.
Those who still favor racking up as many #tokens as possible are having a field day with new open-source models from #China's startups like Moonshot’s Kimi or Zhipu’s GLM, which nearly match the capabilities of top U.S. models at a fraction of the price.
https://apnews.com/article/ai-token-openai-anthropic-corporate-31bb80ac1cd7862d05f6397177d826b1 -
https://winfuture.de/news,160299.html
Ist irgendjemand überrascht? Eine #ki hat von sich aus keine #Moral, Menschen ja auch nicht. Computer sind halt genau so asozial wie wir auch. weswegen man #AI zumindest so trainieren *muss* das sie versucht, sich nett zu verhalten. Kostet aber #Tokens, #Training ist teuer...
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Say you have a user U of an app A, and A needs to access U's data on a third party web api T on U's behalf, how do you do this without A asking U for his/her/their password for T? This is fundamentally the problem OAuth solves.
Software engineer Ashutosh Krishna breaks down the OAuth 2.0 workflow in this guide published today.
"How OAuth 2.0 Works: A Practical Guide for Backend Developers"
https://www.freecodecamp.org/news/oauth-2-0-guide-for-backend-developers
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Interesting blog about the economics of inference, GPU's , tokens etc. In this case for Kimi K3.
https://cefboud.com/posts/ai-inference-costs-profit/
#AI #KimiK3 #Inference #tokens #economics #costs -
I sent Claude Opus 5 '–-' and it wrote me 5k tokens about a cartographer
https://austinsnerdythings.com/2026/07/28/claude-opus-5-dangling-document-effect/
Comments: https://news.ycombinator.com/item?id=49089689
#HackerNews #ClaudeOpus5 #cartography #AIwriting #tokens #creativewriting
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I can easily see how these stories about a guy burning $$$$$$ tokens arise...
I bought U$15 worth of tokens on togather.ai to suck it and see...
And literally in 3 days, it was all gone.
At $1.4/million of tokens, you would think it would last longer...... not the way I spend #tokens like a drunken clanker...
So if you're spending your bosses moni via API...let it rain!
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No 'boots on the ground' in Iran? It might be because the US army doesn't have the tokens to invade. 😉
#AI #tokens #war #Iran
https://arstechnica.com/ai/2026/07/us-army-faces-ai-use-limits-after-exhausting-years-supply-of-ai-tokens/ -
The US Army declared unlimited AI tokens in May — by mid-June the pool was gone
Stay curious — follow @1ban_news.
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"AI was supposed to replace human labor.
It did the opposite.
For the first time in history, humans are cheaper than software."
@[email protected]
#AI #humans #labor #goldrush #tokens #tokenmaxxing #technology #KI #blueLZ
www.a16z.news/p/the-next-a...?
You just hired a million bad e... -
I burned all my tokens researching how to save tokens
https://quesma.com/blog/custom-deep-research-pipeline/
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🚨 BREAKING NEWS: #TypeScript costs a shocking ✨73✨ more #tokens on #Claude than GPT! Because paying extra for the same thing is obviously the #future of cost-effective #coding. 🙄 Founders, freelancers, and marketers rejoice! Now you can pay more for less. 💸
https://playcode.io/blog/real-price-of-frontier-models #GPT #cost #increase #freelancing #HackerNews #ngated -
The real prices of frontier models. Tokens * Price, right?
https://playcode.io/blog/real-price-of-frontier-models
Comments: https://news.ycombinator.com/item?id=48896800
#HackerNews #frontiermodels #pricing #tokens #AIinsights #machinelearning #dataanalysis
