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Matasoft

@matasoft.bsky.social

Fuzzy data matching, entity resolution, data science, data analytics

972 Followers  |  4,577 Following  |  801 Posts  |  Joined: 30.12.2024  |  1.5431

Latest posts by matasoft.bsky.social on Bluesky

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What if your spreadsheet could answer plain language questions? (Un)Perplexed Spready integrates AI-powered natural language models for instant, intelligent responses! Discover how: matasoft.hr/qtrendcontro... #NLP #AI #Spreadsheet

05.08.2025 16:28 โ€” ๐Ÿ‘ 3    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
(Un)Perplexed Spready (Un)Perplexed Spready is a spreadsheet software that thinks! It combines familiar spreadsheet power with revolutionary AI models for effortless data analysis and smart insights. Use AI-powered formula...

Drive customer segmentation! Profile buyer types, analyze behaviors, and map purchase journeys in minutes.
๐Ÿ”— matasoft.hr/qtrendcontro... #Customer360 #PerplexityAI #AI #LLM

05.08.2025 16:26 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Messy data? Our fuzzy matching engine links and merges similar records, even with spelling errors or missing info. Clean up your data today: matasoft.hr/QTrendContro... #FuzzyMatching #DataQuality #BusinessData

05.08.2025 12:56 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Transform product descriptions, customer reviews, and survey responses into organized datasets with (Un)Perplexed Spready. Experience AI-first spreadsheets now: matasoft.hr/qtrendcontro...
#Spready #DataScience #BusinessTools #AI #LLM #PerplexityAI #perplexity_ai

05.08.2025 12:47 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Monitor employee sentimentโ€”summarize pulse surveys, spot at-risk teams, and surface actionable insights using Perplexity AI in HR spreadsheets.
๐Ÿ”— matasoft.hr/qtrendcontro... #EmployeeExperience #PerplexityAI #AI #LLM

05.08.2025 12:26 โ€” ๐Ÿ‘ 2    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Sapient Intelligence released Open-Sources Hierarchical Reasoning Model (HRM), a brain-Inspired architecture that solves complex reasoning tasks with just 27 million parameters! This might be a tectonic paradigm shift in AI development!
sapient.inc/blog/5?s=09
#AI #ArtificialIntelligence #HRM #LLM

03.08.2025 08:49 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Sapient - We are Building Self-Evolving Machine Intelligence to Solve the World's Most Challenging Problems Sapient - Building Self-Evolving Machine Intelligence to Solve the World's Most Challenging Problems

Sapient Intelligence released Open-Sources Hierarchical Reasoning Model (HRM), a brain-Inspired architecture that solves complex reasoning tasks with just 27 million parameters! This might be a tectonic paradigm shift in AI development!
sapient.inc/blog/5?s=09
#AI #ArtificialIntelligence #HRM #LLM

03.08.2025 08:42 โ€” ๐Ÿ‘ 0    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Training AI Systems to Sense Smell through Data CogitoTech delivered 200,000+ hours of odor data annotation with 100% accuracy, building high-accuracy smell detection AI training datasets for fragrance recognition.

Teaching AI to Smell

At Cogito Tech, we helped a global fragrance AI pioneer make digital olfaction a scalable reality.

From intensity to pleasantness to perfume families, we labeled subjective scent data with scientific precision.

Read Full Story: shorturl.at/whG7J

14.07.2025 04:47 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Text Shot: All four Cogito v2 models are designed as hybrid reasoning systems: they can respond immediately to a query, or, when needed, reflect internally before answering.

Crucially, that reflection is not just runtime behavior โ€” itโ€™s baked into the training process itself.

These models are trained to internalize their own reasoning. That means the very paths they take to arrive at answers โ€” the mental steps, so to speak โ€” are distilled back into the modelsโ€™ weights.

Over time, they learn which lines of thinking actually matter and which donโ€™t.

Text Shot: All four Cogito v2 models are designed as hybrid reasoning systems: they can respond immediately to a query, or, when needed, reflect internally before answering. Crucially, that reflection is not just runtime behavior โ€” itโ€™s baked into the training process itself. These models are trained to internalize their own reasoning. That means the very paths they take to arrive at answers โ€” the mental steps, so to speak โ€” are distilled back into the modelsโ€™ weights. Over time, they learn which lines of thinking actually matter and which donโ€™t.

Deep Cogito goes big, releasing 4 new open source hybrid reasoning models with self-improving โ€˜intuitionโ€™ https://venturebeat.com/ai/deep-cogito-goes-big-releasing-4-new-open-source-hybrid-reasoning-models-with-self-improving-intuition/ #AI #reasoning #OpenSource

31.07.2025 23:44 โ€” ๐Ÿ‘ 2    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Open Cogito V2 source models have an automatic administrationย intuition Do you want smarter ideas in your entrance tray? Register in our weekly newsletters to obtain only what matters to the leaders of AI, data and business security. Subscribe now Deep Cogito, a research startup of the less known in San Francisco founded by former Googlers, has launched four new Open Large Language Models (LLM) That attempt that few others do: learn to reason more effectively over time and improve it on their own.

Open Cogito V2 source models have an automatic administrationย intuition

Do you want smarter ideas in your entrance tray? Register in our weekly newsletters to obtain only what matters to the leaders of AI, data and business security. Subscribe now Deep Cogito, a research startup of the less knownโ€ฆ

01.08.2025 00:39 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Deep Cogito goes big, releasing 4 new open source hybrid reasoning models with self-improving โ€˜intuitionโ€™ Arora explains this as a difference between searching for a path versus already knowing roughly where the destination lies.

Deep Cogito goes big, releasing 4 new open source hybrid reasoning models with self-improving โ€˜intuitionโ€™

Arora explains this as a difference between searching for a path versus already knowing roughly where the destination lies.

#ai #news

01.08.2025 22:28 โ€” ๐Ÿ‘ 1    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Deep Cogito (SF based startup founded by ex-Googlers) launches four open source advanced reasoning models with self-improving capabilities

Here are the key takeaways:

02.08.2025 17:24 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Deep Cogito emerges from stealth with hybrid AI โ€˜reasoningโ€™ models A new company, Deep Cogito, has emerged from stealth with a family of openly available AI models that can be switched between โ€œreasoningโ€ and non-reasoning modes. Reasoning models like OpenAIโ€™s o1 have shown great promise in domains like math and physics, thanks to their ability to effectively fact-check themselves by working through complex problems step [โ€ฆ]

Thoughts on this? >> Deep Cogito emerges from stealth with hybrid AI โ€˜reasoningโ€™
models >> Comment below! #healthtech #AI #IoT #mhealth #industry40

08.04.2025 20:56 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Cleanse and normalize global sales data before importโ€”AI formulas handle currencies, languages, and formats. Ditch the manual scrubbing forever.
๐Ÿ”— matasoft.hr/qtrendcontro...
#DataCleaning #PerplexityAI

27.07.2025 21:34 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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No more complicated scripts or macros. AI-powered formulas are now built right into your spreadsheets thanks to (Un)Perplexed Spready! Try it today: matasoft.hr/qtrendcontro... #AI #NoCode #Data

25.07.2025 18:54 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Un-Perplexed Spready brings AI to your spreadsheets! Automate data extraction, annotation, and classification for research, finance, and more. Discover the benefits: matasoft.hr/qtrendcontro...
#AI #DataScience #SpreadsheetAutomation

25.07.2025 18:52 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Run instant competitor benchmarking! Spot gaps and strengths by auto-classifying competitor features with one Perplexity AI-driven formula.
๐Ÿ”— matasoft.hr/qtrendcontro... #CompetitorAnalysis #PerplexityAI #Perplexity_AI #perplexity_ai #AI #LLM

25.07.2025 18:31 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Let the AI crunch the numbers and label your spreadsheet for you! (Un)Perplexed Spready brings Perplexity AI and custom models right into your daily workflow: matasoft.hr/qtrendcontro...
#AIAutomation #WorkSmart #Spready #AI #ArtificialIntelligence #LLM #Perplexity #PerplexityAI #perplexity_ai

24.07.2025 22:43 โ€” ๐Ÿ‘ 2    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Google's AI Master Plan in One Number With an $85 billion war chest, Google is waging an infrastructure arms race to own the physical foundation of the AI revolution.

Google's $85 Billion AI Push. Alphabet is spending $10 billion more than planned this year to build the physical foundations of artificial intelligence: massive data centers, custom-built chips, and ultra-fast networks.
https://gizmodo.com/googles-ai-master-plan-in-one-number-2000633631

24.07.2025 14:30 โ€” ๐Ÿ‘ 3    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 2
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Eliminate duplicate records across your business systems! Our fuzzy matching service ensures data consistency and accuracy, no unique keys needed. Get started: matasoft.hr/QTrendContro... #DataCleansing #FuzzyMatching #BusinessData

24.07.2025 17:25 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Automate your spreadsheet workflows with Un-Perplexed Spready! AI-driven processing for extraction, labeling, and classificationโ€”no more manual work. See how: matasoft.hr/qtrendcontro...
#AI #SpreadsheetAutomation #DataProcessing #PerplexityAI #Perplexity #perplexity_ai #WebSearch #DeepSearch

24.07.2025 17:07 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
LinkedIn This link will take you to a page thatโ€™s not on LinkedIn

Automate your spreadsheet workflows with Un-Perplexed Spready! AI-driven processing for extraction, labeling, and classificationโ€”no more manual work. See how: lnkd.in/dFJRM5B8

#AI #SpreadsheetAutomation #DataProcessing #PerplexityAI #Perplexity #perplexity_ai #WebSearch #DeepSearch

24.07.2025 17:02 โ€” ๐Ÿ‘ 0    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Streamline investment research. Summarize filings, mark sector trends, and compare portfolio KPIโ€™s in real time with Perplexity AI in your sheet.
๐Ÿ”— matasoft.hr/qtrendcontro...
#InvestingAI #PerplexityAI #Automation #perplexity_ai #AI #ArtificialIntelligence #LLM #BI

24.07.2025 13:20 โ€” ๐Ÿ‘ 2    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Bulk data entries driving you mad? (Un)Perplexed Spready processes 1,500 cells per hour, making even the biggest projects manageable. Discover ease: matasoft.hr/qtrendcontro...
#AI #BigData #Productivity #PerplexityAI, #perplexity_ai #spreadsheets

24.07.2025 13:09 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Take control of your business data! Our fuzzy data matching services help you deduplicate, merge, and enrich records for better analytics and reporting. Discover more: matasoft.hr/QTrendContro...
#BusinessIntelligence #FuzzyMatching #DataCleansing

22.07.2025 18:39 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Annual reviews made easyโ€”auto-generate staff evaluations, compare KPIs, and summarize goals using (Un)Perplexed Spreadyโ€™s Perplexity AI functions.
๐Ÿ”— matasoft.hr/qtrendcontro...
#HR #PerformanceReview #PerplexityAI #AI

22.07.2025 17:39 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Accelerate M&A due diligence: classify contracts, benchmark companies, and synthesize findings with Perplexity AI inside your spreadsheet workflow.
๐Ÿ”— matasoft.hr/qtrendcontro...
#MandA #DueDiligence #PerplexityAI

22.07.2025 17:13 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Tired of copy-pasting to clean your spreadsheets? (Un)Perplexed Spready leverages AI to transform that drudgery into a single, smart formula. Learn more: matasoft.hr/qtrendcontro...
#Spreadsheets #DigitalTransformation #AI

22.07.2025 16:43 โ€” ๐Ÿ‘ 0    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Supercharge your spreadsheets with AI! Un-Perplexed Spready automates repetitive tasks, saving your team hours every week. Try it today: matasoft.hr/qtrendcontro... #AI #Automation #SpreadsheetServices

22.07.2025 09:57 โ€” ๐Ÿ‘ 3    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Global business? Use (Un)Perplexed Spreadyโ€™s multilingual AI functions (powered by Perplexity AI) to translate, analyze, and label international datasets in seconds.
๐Ÿ”— matasoft.hr/qtrendcontro...
#PerplexityAI #GlobalBusiness #Multilingual

22.07.2025 09:32 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

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