Achieving AI-style reasoning without an LLM
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Why AI Context Packs Must Adapt Dynamically to Target Model Economics
Different LLMs have wildly different context windows and cost economics. Providing a generic 20k-token context pack is wasteful for smaller models and insufficient for massive 200k+ models.
- Different LLMs have varying context window sizes and costs
- TokenCap implements model-aware budgeting in generate.js
- Context packs tailored to each model's specific needs
How I Built a Real App with AI in 10 Days — And What Nobody Tells You
I Built MAKAN Translate with AI. The Hardest Part Wasn't Writing Code. Subtitle: Four development approaches, dozens of model experiments, one abandoned game translator, and the engineering lessons…
- MAKAN Translate started as a simple interface for translating Udemy subtitles
- Experiments with AI tools like ChatGPT/Codex and Claude Code proved unreliable
- Project involved research, review, coding, and manual verification across tools
Seth Center on Talking to China About AI Risk
The former State Department official in the Biden administration talks about leading the first talks with China on AI, and what the realistic goals should be of any dialogue between the two…
Why a global bank is slashing thousands of jobs — and what the Fed says about AI replacing workers
Barclays on Thursday said it’s cutting 5,000 jobs, about 5% of its workforce, as the bank relies on artificial intelligence to perform back-office tasks.
Why a global bank is slashing thousands of jobs — and what the Fed says about AI replacing workers
Barclays on Thursday said it’s cutting 5,000 jobs, about 5% of its workforce, as the bank relies on artificial intelligence to perform back-office tasks.
DeepSeek Raises $15 Billion To Scale and Challenge OpenAI and Anthropic Dominance
In the last few weeks, we’ve seen massive developments from the frontier models. DeepSeek, which rattled Wall Street in 2025 with a cheap, surprisingly capable AI model, has completed a The post…