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Every accounting firm knows the January dread. Preparers sit ready at their dual monitors, practice management software is configured, and yet almost no actual tax preparation occurs. Instead, staff...
Sep 24, 2026/ recent · long reads
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When a prospective client contacts a law firm, the clock starts running immediately. In legal services, responsiveness often determines whether a firm signs a desirable matter or loses it to the...
Sep 24, 2026
Most AI business cases presented to business owners are built on an accounting illusion. A vendor or internal advocate tallies up minutes saved across routine tasks, multiplies that time by an...
Sep 22, 2026/ selected notes
All dispatches →01 / AI Agents
When a founder signs a contract for a static website or an accounting software rollout, the finish line is straightforward. The pages render, the bank feeds sync, the invoices reconcile, and the...
Sep 21, 2026
02 / Playbooks
Over the past two years, almost every founder running a $1M to $10M company has handed generative AI tools to their staff. You bought seats for chat interfaces, added AI writing assistants to your...
Sep 14, 2026
03 / AI Agents
When Anthropic shipped Claude Cowork, it gave knowledge workers a tool that feels like a breakthrough. Instead of pasting paragraphs back and forth into a browser window, you can point Claude at...
Sep 14, 2026
/ the feed · everything we've published
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Content roadmaps built for the AI search era start with retrieval fitness, not keyword volume. The traditional editorial calendar optimized for organic click-through is structurally misaligned...
Kurt Fischman · Oct 25, 2025
Wikipedia and Wikidata Q-nodes anchor entity disambiguation in large language models. When an LLM encounters an ambiguous brand name, it consults public knowledge graphs to resolve identity, and a...
Kurt Fischman · Oct 25, 2025
Multimodal LLM retrieval processes images, audio, and video alongside text. Embeddings convert visual and audio assets into vectors that retrieval systems use for similarity search, while metadata...
Kurt Fischman · Oct 25, 2025
Endpoints give LLM retrieval systems structured access to your brand data. A dedicated JSON-LD fact endpoint, properly hosted and versioned, turns opaque marketing content into machine-readable...
Kurt Fischman · Oct 25, 2025
In AI search, brand mentions across authoritative sources matter more than backlinks. LLMs do not follow hyperlinks to assign authority. They evaluate mention frequency, sentiment polarity, and...
Kurt Fischman · Oct 25, 2025
Public repositories on GitHub, Hugging Face, and Zenodo function as training-data pipelines that large language models ingest during pre-training and fine-tuning. This article details how to...
Kurt Fischman · Oct 25, 2025
Answer shapes are the structural patterns AI systems use to format responses
Kurt Fischman · Oct 23, 2025
brand-distribution-and-trust-are-the-last-moats
Kurt Fischman · Oct 23, 2025
Machine-like is the services layer that bridges frontier AI and business operations.