Wall Street needs a crash course in the token economy ahead of AI IPOs. SpaceX offers a preview
When OpenAI and Anthropic make their IPO prospectuses available to the public, investors are going to have to learn about a whole new economy.
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A Day in the Life: Complete Claude Code Session Walkthrough
Part 7 of 7 · Series: Building Your AI Developer Handbook · GitHub The Scenario You're building a password reset feature. User enters email → gets a reset link → clicks link → enters new password. Standard flow.
'AI routing' startups are betting they can help companies grappling with token costs
Venture funds boost AI routing startups like OpenRouter and Concentrate AI as they help companies avoid token panic.
I Built a Token-Free Deterministic Scorer for AI Outputs (and Why Most 'Evals' Are Broken)
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The Prefill Wall: Why MTP's 2 Barely Moves Long-Context Latency (Qwen3.6-27B, RTX 3090)
My MTP post showed multi-token prediction roughly doubling Qwen3. 6-27B's generation on a 3090. A reader asked the question I'd skipped: what about prompt processing at long context ?
CC-Ledger: Per-PR cost and token analyzer for devs tired of tokenmaxxing
2 points, 0 comments on Hacker News
DeepSeek is 17% of token volume, Anthropic is 65% of spend (Vercel gateway data)
6 points, 2 comments on Hacker News
Show HN: Agent-pd – A zero-token audit log to catch rogue Claude Code subagents
5 points, 2 comments on Hacker News
No Token Left Behind: Demystifying Token-in-Token-Out in Miles
1 points, 0 comments on Hacker News
Is there such a thing as "skill" in interacting with AI?
From my vantage point, it seems the only skill we can even talk about is token saving. Am I missing something? Perhaps there are textbooks on interacting with AI?
Linux Foundation launches Tokenomics Foundation for AI token cost management
4 points, 0 comments on Hacker News
Agentic RL: Token-In, Token-Out Done Right
2 points, 0 comments on Hacker News
Speculative Decoding: How LLMs Generate Tokens Faster Without Changing the Answer
Hello, I'm Shrijith Venkatramana. I'm building git-lrc, an AI code reviewer that runs on every commit. Star Us to help devs discover the project.
Solana NFTs Without Metaplex: What I Built with Token Extensions published
Before this week, I thought minting an NFT on Solana meant learning Metaplex. It turns out you can mint a full NFT — with metadata, a collection, and live mutation — using just the Token Extensions program and about 50 lines of Node. js.
Pythia 1.4B reproduces 3.6% of training samples verbatim given 950-token prompts
1 points, 0 comments on Hacker News
TokenTamer A proxy that reduces LLM token usage through context compression
1 points, 1 comments on Hacker News