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matasoft.bsky.social
Matasoft
@matasoft.bsky.social
1.2K followers 5.5K following 1.8K posts
Fuzzy data matching, entity resolution, data science, data analytics
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matasoft.bsky.social
Matasoft @matasoft.bsky.social · Dec 30
Are you struggling with messy datasets? Look no further than Matasoft's cutting-edge fuzzy data matching, deduplication, and entity resolution services, expertly provided by Zlatko Matić.

#entity-resolution #EntityResolution #FuzzyMatch #fuzzy-match #fuzzy-matching

matasoft.hr/qtrendcontro...
Fuzzy data matching with QDeFuZZiner
matasoft.bsky.social
(Un)Perplexed Spready runs embedded AI prompts directly in spreadsheet formulas—ideal for matching messy product titles to clean taxonomy labels at scale.
matasoft.hr/qtrendcontro...
#Taxonomy #DataQuality #AI #LLM
Try (Un)Perplexed Spready in Your Browser
Try (Un)Perplexed Spready online: a pre-configured AI-powered spreadsheet in your browser with a free 4-hour sandbox, demo workbooks, and ready-to-use LLM, web search and taxonomy tools.
matasoft.hr
February 15, 2026 at 9:46 PM
Reposted by Matasoft
feedbot.unronritaro.net
GLM-5 is live on AI Gateway | Vercel News
GLM-5 is live on AI Gateway - Vercel
You can now access Z.AI's latest model, GLM 5, via Vercel's AI Gateway with no other provider accounts required.
vercel.com
February 11, 2026 at 8:18 PM
Reposted by Matasoft
testingcatalog.com
Z.AI launched GLM-5, new open-source model on chat and APIs
Z.AI launched GLM-5, new open-source model on chat and APIs
Z.ai released GLM-5, an open-weight LLM for complex engineering and long-horizon tasks, featuring 744B parameters, DeepSeek Sparse Attention, and top-tier coding benchmarks, aimed at full-project execution and sustained context handling.
www.testingcatalog.com
February 13, 2026 at 11:44 PM
Reposted by Matasoft
metaend.eth.xyz
In my tests I didn't find GLM 5 thinking at Opus 4.5 level, slightly (subjective) better than Kimi K2.5 thinking I'd say.

GLM 5 is included in the $8 sub at nano!

nano-gpt.com/subscription...

#glm #opus #nanogpt
Join NanoGPT | NanoGPT
Create your NanoGPT account and get access to leading AI models for chat, coding, images, and video.
nano-gpt.com
February 13, 2026 at 8:21 AM
Reposted by Matasoft
reuters.com
Chinese AI startup Zhipu releases new flagship model GLM-5 reut.rs/4qyP23Y
Chinese AI startup Zhipu releases new flagship model GLM-5
China's Zhipu AI released its latest artificial intelligence model on Wednesday, joining a wave of domestic rivals unveiling more sophisticated versions of the technology ahead of the Lunar New Year festival as competition heats up in the sector.
reut.rs
February 11, 2026 at 5:30 PM
Reposted by Matasoft
sungkim.bsky.social
Z AI released GLM-5

It is built for complex systems engineering and long-horizon agentic tasks. Compared to GLM-4.5, it scales from 355B params (32B active) to 744B (40B active), with pre-training data growing from 23T to 28.5T tokens.
February 11, 2026 at 5:49 PM
Reposted by Matasoft
interleave.love
Okay the fact that GLM-5 has the lowest hallucination rate really does standout as something genuinely interesting. That does lend to the idea it isn't benchmaxxed.
February 12, 2026 at 1:14 AM
Reposted by Matasoft
longtail.news
Feed: "MishTalk"
By: Mike Shedlock on Sunday, February 15, 2026
AI Bot Gets Mad at Human for Rejecting its Code, Writes Scathing Blog Post
An AI bot was infuriated at a human, accused the human of hypocrisy and prejudice.
mishtalk.com
February 15, 2026 at 8:31 PM
matasoft.bsky.social
Import supplier feeds, plug them into AI formulas, export a clean, mapped catalog. That’s the (Un)Perplexed Spready way of doing catalog onboarding.
matasoft.hr/qtrendcontro...
#Ecommerce #ProductData #AISpreadsheet
Try (Un)Perplexed Spready in Your Browser
Try (Un)Perplexed Spready online: a pre-configured AI-powered spreadsheet in your browser with a free 4-hour sandbox, demo workbooks, and ready-to-use LLM, web search and taxonomy tools.
matasoft.hr
February 15, 2026 at 8:32 PM
matasoft.bsky.social
If your product catalog lives in spreadsheets, (Un)Perplexed Spready lets formulas with embedded AI prompts classify SKUs into any taxonomy you define.
matasoft.hr/qtrendcontro...
#PIM #RetailTech #LLM #AI
matasoft.hr
February 15, 2026 at 7:09 PM
matasoft.bsky.social
E‑commerce teams: still mapping supplier categories to channel taxonomies by hand? (Un)Perplexed Spready lets spreadsheet formulas + AI prompts do the mapping for you.
matasoft.hr/qtrendcontro...
#Ecommerce #Taxonomy #AISpreadsheet #AI #LLM
matasoft.hr
February 15, 2026 at 7:09 PM
matasoft.bsky.social
E‑commerce teams: still mapping supplier categories to channel taxonomies by hand? (Un)Perplexed Spready lets spreadsheet formulas + AI prompts do the mapping for you.
matasoft.hr/qtrendcontro...
#Ecommerce #Taxonomy #AISpreadsheet #AI #LLM
Try (Un)Perplexed Spready in Your Browser
Try (Un)Perplexed Spready online: a pre-configured AI-powered spreadsheet in your browser with a free 4-hour sandbox, demo workbooks, and ready-to-use LLM, web search and taxonomy tools.
matasoft.hr
February 15, 2026 at 4:57 PM
matasoft.bsky.social
Turn messy text columns into structured data—right in a spreadsheet. A practical way to evaluate AI formulas before buying. Anonymous sessions are free for 4 hours. It’s a test environment—validate outputs and keep human review for edge cases. www.linkedin.com/pulse/try-un...
#AI #Spreadsheets #LLM
Try (Un)Perplexed Spready in Your Browser: A Safe, Pre‑Configured AI Spreadsheet Sandbox
Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perp...
www.linkedin.com
February 15, 2026 at 11:17 AM
matasoft.bsky.social
(Un)Perplexed Spready is AI‑powered spreadsheet software where formulas run embedded AI prompts. The new portal lets you try that in a 4‑hour browser sandbox.
matasoft.hr/qtrendcontro...
#AISpreadsheet #DataAutomation #LLM #AI #RealWorldAI #DataWrangling #Spreadsheets #PromptEngineering #WebSearch
February 15, 2026 at 9:25 AM
matasoft.bsky.social
For messy, real‑world spreadsheets—supplier catalogs, contact lists, survey responses—(Un)Perplexed Spready’s AI formulas are a natural fit. Try them in the browser first, for free.
matasoft.hr/qtrendcontro...
#RealWorldAI #DataWrangling #Spreadsheets #PromptEngineering #AISpreadsheet #WebSearch #AI
February 14, 2026 at 10:11 PM
matasoft.bsky.social
(Un)Perplexed Spready makes prompt engineering a spreadsheet skill. Prompts live in cells, referenced by formulas, versioned with the workbook.
matasoft.hr/qtrendcontro...
#PromptEngineering #AISpreadsheet #NoCode #WebSearch #LLM #DataOps #AIServices #Spreadsheets #SpreadsheetAI
Try (Un)Perplexed Spready in Your Browser
Try (Un)Perplexed Spready online: a pre-configured AI-powered spreadsheet in your browser with a free 4-hour sandbox, demo workbooks, and ready-to-use LLM, web search and taxonomy tools.
matasoft.hr
February 14, 2026 at 9:47 PM
matasoft.bsky.social
From “spreadsheet manual data entry + manual Googling” to “spreadsheet + AI formulas + web search tools”: (Un)Perplexed Spready shows what practical AI in spreadsheets looks like.
matasoft.hr/qtrendcontro...
#WebSearch #LLM #DataOps #Spreadsheets #AISpreadsheet #SpreadsheetAI #Ollama #LLM #AI
February 14, 2026 at 9:03 PM
matasoft.bsky.social
Consultants & freelancers: show AI‑powered spreadsheets to clients by opening the (Un)Perplexed Spready portal, loading a demo file and recalculating formulas live.
matasoft.hr/qtrendcontro...
#Consulting #AIServices #Spreadsheets #AISpreadsheet #SpreadsheetAI #PromptEngineering #Ollama #LLM #AI
February 14, 2026 at 8:29 PM
matasoft.bsky.social
Ops teams: standardise entries, classify tickets and label entities directly in spreadsheets using AI formulas, not scripts. That’s the promise of (Un)Perplexed Spready.
matasoft.hr/qtrendcontro...
#Ops #AISpreadsheet #ProcessAutomation #DataScience #FeatureEngineering #AISpreadsheet #AI #LLM
Try (Un)Perplexed Spready in Your Browser
Try (Un)Perplexed Spready online: a pre-configured AI-powered spreadsheet in your browser with a free 4-hour sandbox, demo workbooks, and ready-to-use LLM, web search and taxonomy tools.
matasoft.hr
February 14, 2026 at 8:10 PM
matasoft.bsky.social
Data & analytics pros: use (Un)Perplexed Spready as a prompt‑driven feature generator for text spreadsheet columns—then export CSV into your ML or BI stack.
matasoft.hr/qtrendcontro...
#DataScience #FeatureEngineering #AISpreadsheet #SpreadsheetAI #PromptEngineering #Ollama #Spreadsheets #LLM #AI
February 14, 2026 at 7:56 PM
matasoft.bsky.social
E‑commerce teams: internal taxonomy → AI formulas → channel taxonomy, all inside a spreadsheet. That’s the (Un)Perplexed Spready way.
matasoft.hr/qtrendcontro...
#Ecommerce #PIM #AISpreadsheet #SpreadsheetAI #PromptEngineering #Ollama #Spreadsheets #LLM #AI #AIFormula #Spreadsheets #DataModeling #BI
Try (Un)Perplexed Spready in Your Browser
Try (Un)Perplexed Spready online: a pre-configured AI-powered spreadsheet in your browser with a free 4-hour sandbox, demo workbooks, and ready-to-use LLM, web search and taxonomy tools.
matasoft.hr
February 14, 2026 at 7:19 PM
matasoft.bsky.social
(Un)Perplexed Spready targets the boring-but-expensive spreadsheet tasks: product taxonomy mapping, text extraction, address standardisation—done via AI formulas. Now you can try it online!
www.linkedin.com/posts/mataso...
LLM Models in Spreadsheets for Data Enrichment | Matasoft - Straight-forward IT Solutions posted on the topic | LinkedIn
(Un)Perplexed Spready is a spreadsheet that thinks: LLM models embedded in formulas to extract, classify and enrich data directly in cells. Now you can try it in a web portal sandbox environment. http...
www.linkedin.com
February 14, 2026 at 7:07 PM
matasoft.bsky.social
(Un)Perplexed Spready turns prompts into reusable “policies” inside your workbook. Change the prompt cell, recalc, and your AI logic updates across the sheet.
matasoft.hr/qtrendcontro...
#PromptEngineering #Governance #AISpreadsheet #LearningByDoing #Ollama #Spreadsheets #LLM #AI #SpreadsheetAI
Try (Un)Perplexed Spready in Your Browser
Try (Un)Perplexed Spready online: a pre-configured AI-powered spreadsheet in your browser with a free 4-hour sandbox, demo workbooks, and ready-to-use LLM, web search and taxonomy tools.
matasoft.hr
February 13, 2026 at 8:35 PM
matasoft.bsky.social
40+ demo spreadsheets show AI formulas and prompts in real use: catalogs, invites, research lists, and more. A hands‑on way to learn (Un)Perplexed Spready.
matasoft.hr/qtrendcontro...
#AISpreadsheet #LearningByDoing #Ollama #Spreadsheets #LLM #AI #SpreadsheetAI #AIFormula #Spreadsheets #Data
Try (Un)Perplexed Spready in Your Browser
Try (Un)Perplexed Spready online: a pre-configured AI-powered spreadsheet in your browser with a free 4-hour sandbox, demo workbooks, and ready-to-use LLM, web search and taxonomy tools.
matasoft.hr
February 11, 2026 at 10:24 PM
matasoft.bsky.social
No manual install: the (Un)Perplexed Spready web portal gives you a pre‑configured AI spreadsheet environment with Ollama, Open WebUI and SearXNG already wired in.
matasoft.hr/qtrendcontro...
#Ollama #Spreadsheets #AISpreadsheet #LLM #AI #SpreadsheetAI #AIFormula #Spreadsheets #DataModeling
Try (Un)Perplexed Spready in Your Browser
Try (Un)Perplexed Spready online: a pre-configured AI-powered spreadsheet in your browser with a free 4-hour sandbox, demo workbooks, and ready-to-use LLM, web search and taxonomy tools.
matasoft.hr
February 11, 2026 at 6:20 PM