Granola, Otter.ai, Fireflies.ai, Notion AI Meeting Notes, and Fathom are the top five AI meeting-notes apps in 2026, according to a comparison by Zack Proser. Granola is recommended for personal, edit…
Firecrawl offers a managed cloud API for web scraping, while Crawl4AI provides an open-source Python library for self-hosted crawling, according to a comparison of the two tools. Firecrawl handles bro…
A developer's two-week experiment with an M5 Max MacBook Pro with 128 GB of unified memory found that DeepSeek V4 Flash weights ran at 6 tokens per second under mainline llama.cpp but 30 to 40 tokens …
Thinking Machines' Inkling, a 975B total / 41B active MoE model with Apache 2.0 license and 1M context, is being trialed via a bash wrapper alias 'claude-inkling' that bridges Anthropic's CLI to the O…
Wispr Flow and Speechify now both offer voice typing, with Speechify's free unlimited Voice Typing launched in 2026 challenging Wispr Flow's paid dictation. Wispr Flow Pro costs $15 monthly or $12 per…
Granola and Krisp now offer distinct meeting-assistant products in 2026: Granola focuses on editable AI-generated notes without saving audio, while Krisp provides real-time noise cancellation, accent …
Granola's integrations fall into three layers: audio capture, speaker tags, and downstream sharing, with the desktop app transcribing Zoom, Google Meet, Microsoft Teams, and Slack without native conne…
Granola and Read AI both capture meetings from a desktop without adding a bot, but Granola focuses on a private, editable note while Read AI provides a richer report with summaries, transcripts, analy…
Designing AI Evaluations, a guide by an unnamed author, outlines a repeatable method for testing AI systems before release, emphasizing that an evaluation must start with a clear decision, such as shi…
DeepSeek's V4 Flash 0731, a 284-billion-parameter open-weight mixture-of-experts model released under the MIT license on July 31, runs at 107 tokens per second on DeepSeek's API and 267 on the fastest…
Firecrawl and Apify are both powerful web scraping platforms, but Firecrawl is optimized for AI and LLM workflows by converting websites into clean markdown, while Apify offers more flexibility and cu…
Granola is the best general AI meeting assistant for users who want structured notes without a visible bot joining calls, according to a comparison of five tools by an unnamed reviewer. The review rec…
Firecrawl, a managed web scraping API, is positioned as the best option for AI applications needing clean, structured web data, according to a comparison by Zack Proser, who built the commercial scrap…
Firecrawl and Playwright serve different layers of web automation, with Playwright best for precise browser interactions and Firecrawl for clean web data extraction, according to a comparison by Firec…
Zack Proser built ctx, a personal context engine that lives outside any single AI tool or vendor, to solve the problem of having to re-explain his life and work to every new agent. ctx is a single Pos…
A benchmark score is a manufactured number that passes through a chain of choices—sampling, prompting, scoring, and aggregation—each of which can change the final result while model weights stay fixed…
A new explainer drawing illustrates the geometric principles behind diffusion models, flow matching, and related generative techniques, tracing the lineage from denoising diffusion probabilistic model…
A tokenizer converts text into integer IDs that a language model can process, and its design—typically learned via byte-pair encoding—determines context-window usage, input cost, and how well the mode…
A new interpretability analysis of the 124-million-parameter GPT-2 checkpoint (revision 607a30d) demonstrates a three-layer evidence framework—pattern evidence, logit attribution, and intervention—to …
A security analysis from The Guard warns that tool-using language models become confused deputies when untrusted data, such as email text, can steer privileged tool calls like calendar mutations. The …