Google on Tuesday released three new models, including Gemini 3.6 Flash, its most powerful, and Gemini 3.5 Flash Cyber, which is fine-tuned for cybersecurity.
OpenAI refreshed ChatGPT with new desktop Work mode, larger custom instructions, better search, GPT-Live-1 voice, and Sites for dashboards and light apps.
Google AI search changes: Google’s AI Mode now runs on Gemini 3.5 Flash with multimodal search, web-monitoring agents, and custom dashboards that can watch sources and personal files.
Workflow continuity gains: ChatGPT Work and Perplexity’s July Computer update help genealogists keep context across files, notes, and drafts, streamlining movement between records, analysis, and writing.
Reasoning vs speed: New tiers like GPT-5.6 Sol/Terra/Luna and Grok 4.5, plus fast modes in Perplexity, let researchers match deeper proof arguments to high-reasoning models while using cheaper, quicker variants for triage and cleanup.
Open-weight and governance: Anthropic’s HIPAA tools and system messages, Kimi K3’s huge multimodal context, and updated open-source leaders support privacy-conscious long-form projects and signal the need to update workflows before older ChatGPT models retire.
For a working genealogist, the best weekly pattern is simple: search with Perplexity, structure with ChatGPT Work, refine prose with Claude, and reserve Grok 4.5 or a large open-weight model for heavy reasoning or long-context ingestion.
Plug-and-play workflows
Ask GPT-5.6 Sol to build a research plan from a single ancestor problem, then have ChatGPT Work turn the plan into a checklist you can paste into your project notes.openai+1
Use GPT-5.6 Terra for a fast first-pass timeline of an ancestor’s life events from your extracted notes, then move only the conflicts to Sol for deeper analysis.axios
Use GPT-5.6 Luna to draft short ancestor sketches for blog posts or society newsletters once you have already verified the facts.axios
Feed a probate abstract into ChatGPT Work and ask for a table of heirs, relationships, dates, and research questions to pursue next.axios
Use ChatGPT Work to merge a transcription file, a list of cited sources, and a draft biography into one working document for later editing.axios
Use Grok 4.5 for quick “what records should I try next?” prompts when you need an agentic brainstorming partner for an Oklahoma or Five Tribes problem.docs.x
Use Grok 4.5 to compare multiple land descriptions or legal clauses and extract the key differences into a plain-language summary.docs.x
Use Grok 4.5 with explicit reasoning-effort settings when you need a careful proof argument over a difficult identity problem.docs.x
Use Perplexity’s Brain memory to keep a running list of surnames, counties, tribal enrollment references, and localities across a long project.pacificsoftwareventures
Use Perplexity’s source-linked research to answer “where could this record exist?” before you waste time in the wrong collection.pacificsoftwareventures
Use Perplexity’s model switching mid-task to start with a fast search and then move to a deeper model for synthesis without rebuilding the prompt.pacificsoftwareventures
Use Perplexity’s website publishing feature to turn a finished research summary into a shareable family-history handout for a society meeting.pacificsoftwareventures
Use Perplexity’s private-company research pattern as a template for checking family-owned business histories, store ownership, or local enterprise background in your community studies.pacificsoftwareventures
Use Claude for polished narrative revision when you already have a sourced genealogy proof summary and need graceful prose for descendants.platform.claude+1
Use Claude’s longer-form writing strengths to restructure a messy research log into a readable case study.platform.claude+1
Use Claude’s mid-conversation system-message support in organizational workflows to keep a consistent template across multiple draft sections.platform.claude
Use Anthropic’s HIPAA-oriented enterprise controls when a project involves living people, donor data, or sensitive private family information.releasebot
Use Kimi K3 or another large-context open-weight model to process a very long transcript of cemetery inscriptions, obituary OCR, or courthouse notes in one pass.techsy
Use Kimi K3 for image-plus-text review of a deed scan, tombstone photo, or map fragment when you need multimodal extraction from one prompt.techsy
Use a 1-million-token-context open-weight model to assemble a whole-corpus surname study from dozens of notes, then ask it to identify recurring locales and witnesses.techsy
Use a current open-weight model such as Qwen3.6 or Gemma 4 12B for local, privacy-conscious cleanup of interview transcripts before uploading anything to a cloud tool.techsy
Use GPT-5.6 Sol or Grok 4.5 to test competing hypotheses in a land/probate problem, then have Perplexity verify which records actually support the conclusion.docs.x+2
Use ChatGPT Work to convert a month of research notes into a task board: “search,” “analyze,” “write,” and “cite.”axios
Use Perplexity first, then Claude second: search with citations, then rewrite the result into a descendant-friendly narrative.releasebot+1
Use GPT-5.6 Luna or Terra for repetitive record abstraction, then reserve Sol for the final proof argument and source correlation.axios
A practical caution: model names and access tiers are moving quickly, and OpenAI has already shown that older ChatGPT models can be retired or moved in the picker, so it is worth updating your standard prompts and teaching templates now.
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