INSIGHTS

Signals

What is happening at the pulse of iiterate?

Baidu OCR in the stack: why classic text recognition stays alongside visual search Baidu OCR in the stack: why classic text recognition stays alongside visual search OCR is not dead. PaddleOCR-VL delivers searchable text where visual search alone falls short. Tools 2 min 06/25/2026 Worldwide Baidu Unlimited-OCR: one long document in a single pass, on-prem Baidu Unlimited-OCR: one long document in a single pass, on-prem Baidu's Unlimited-OCR keeps the KV cache constant and reads long PDFs in a single pass, MIT-licensed and on-prem. Tools 5 min 06/25/2026 Worldwide Context engineering: why it matters and how to do it well Context engineering: why it matters and how to do it well Context engineering designs everything a model sees, not just the prompt. It is what makes agents reliable. Methodology 3 min 06/25/2026 Worldwide F-RAG (RAG-Fusion): how it differs from plain RAG F-RAG (RAG-Fusion): how it differs from plain RAG RAG-Fusion runs several query variants and fuses the results with reciprocal rank fusion. Better recall, some drift risk. Methodology 2 min 06/25/2026 Worldwide Figma Motion: animation moves into the canvas Figma Motion: animation moves into the canvas Figma Motion brings keyframes and a timeline directly into the canvas. For teams, that changes the handoff break. Tools 2 min 06/25/2026 Worldwide GLM-5.2, Sakana Fugu, Claude Fable 5: three frontier models, three answers on control GLM-5.2, Sakana Fugu, Claude Fable 5: three frontier models, three answers on control Three frontier models, one real question for a B2B buyer: where does your data go, and how much of the stack do you control? AI 4 min 06/25/2026 Rheinland-Pfalz Google Omni: announced, shipped, and enterprise-ready are three different things Google Omni: announced, shipped, and enterprise-ready are three different things Gemini Omni turns any input into video, but as of mid-2026 there is no API and no EU-residency path for enterprises. News 3 min 06/25/2026 Worldwide LangChain, LangGraph, LangSmith, LangFlow: four names, two companies, one decision LangChain, LangGraph, LangSmith, LangFlow: four names, two companies, one decision Three of these four are one converging stack. LangFlow is a different company. Pick by the job, not the brand. Tools 5 min 06/25/2026 Worldwide Late interaction explained: why Qdrant and ColQwen build the better knowledge base Late interaction explained: why Qdrant and ColQwen build the better knowledge base Late interaction compares every search term against every page excerpt. Qdrant stores that natively. Methodology 2 min 06/25/2026 Worldwide ModernVBERT: a small model, on-prem ready ModernVBERT: a small model, on-prem ready ColModernVBERT reaches near-ColPali quality with 250M parameters and fits on modest hardware. Tools 2 min 06/25/2026 Rhineland-Palatinate n8n versus Make.com: which automation for which team n8n versus Make.com: which automation for which team n8n is self-hostable and developer-friendly, Make.com is faster for no-code. The choice comes down to control and team. Tools 2 min 06/25/2026 Rhineland-Palatinate The OCR-free document stack 2026: ColPali, ColQwen, ModernVBERT, and Qdrant The OCR-free document stack 2026: ColPali, ColQwen, ModernVBERT, and Qdrant Visual retrieval models search the page as an image instead of via OCR. A sober overview. Methodology 3 min 06/25/2026 Rhineland-Palatinate From photo to printable part: what image-to-3D can and cannot make From photo to printable part: what image-to-3D can and cannot make Image-to-3D makes a pretty mesh, not a manufacturable part. A printable part needs geometry a slicer trusts: watertight, scaled, tolerant. Methodology 3 min 06/25/2026 Worldwide Prompt engineering vs context engineering: not a rebrand, a change in what you optimise Prompt engineering vs context engineering: not a rebrand, a change in what you optimise Prompt engineering words one instruction. Context engineering designs the whole payload the model sees, under a token budget. Methodology 4 min 06/25/2026 Worldwide

Langdon Winner

“Tools are not just means to an end; they change what ends we can imagine.”