#accuracy — Public Fediverse posts

Interfaze: A new model architecture built for high accuracy at scale

https://interfaze.ai/blog/interfaze-a-new-model-architecture-built-for-high-accuracy-at-scale

#HackerNews #Interfaze #Model #Architecture #High #Accuracy #AI #Scalability

Interfaze: A new model architecture built for high accuracy at scale

https://interfaze.ai/blog/interfaze-a-new-model-architecture-built-for-high-accuracy-at-scale

#HackerNews #Interfaze #Model #Architecture #High #Accuracy #AI #Scalability

Interfaze: A new model architecture built for high accuracy at scale

https://interfaze.ai/blog/interfaze-a-new-model-architecture-built-for-high-accuracy-at-scale

#HackerNews #Interfaze #Model #Architecture #High #Accuracy #AI #Scalability

Interfaze: A new model architecture built for high accuracy at scale

https://interfaze.ai/blog/interfaze-a-new-model-architecture-built-for-high-accuracy-at-scale

#HackerNews #Interfaze #Model #Architecture #High #Accuracy #AI #Scalability

Interfaze: A new model architecture built for high accuracy at scale

https://interfaze.ai/blog/interfaze-a-new-model-architecture-built-for-high-accuracy-at-scale

#HackerNews #Interfaze #Model #Architecture #High #Accuracy #AI #Scalability

https://www.fogolf.com/1247862/how-to-squeeze-the-ball-into-the-tightest-of-fairways-how-to-play-golf/ How to squeeze the ball into the tightest of fairways | How To Play Golf #accuracy #CONTROL #DRIVING #fade #Golf #GolfInstruction #GolfNews #HittingFairways #HowToSqueezeTheBallIntoTheTightestOfFairways #Story

https://www.fogolf.com/1247862/how-to-squeeze-the-ball-into-the-tightest-of-fairways-how-to-play-golf/ How to squeeze the ball into the tightest of fairways | How To Play Golf #accuracy #CONTROL #DRIVING #fade #Golf #GolfInstruction #GolfNews #HittingFairways #HowToSqueezeTheBallIntoTheTightestOfFairways #Story

Using "underdrawings" for accurate text and numbers

https://samcollins.blog/underdrawings/

#HackerNews #underdrawings #text #accuracy #numbers #design #techniques

An excellent introduction to #quantization used for #LLMs 👌🏽:

“Quantization From The Ground Up”, Sam Rose, Ngrok (https://ngrok.com/blog/quantization).

On HN: https://news.ycombinator.com/item?id=47519295

#AI #Math #FloatingPoint #NumericalAnalysis #Numbers #NeuralNetworks #Precision #Accuracy

An excellent introduction to #quantization used for #LLMs 👌🏽:

“Quantization From The Ground Up”, Sam Rose, Ngrok (https://ngrok.com/blog/quantization).

On HN: https://news.ycombinator.com/item?id=47519295

#AI #Math #FloatingPoint #NumericalAnalysis #Numbers #NeuralNetworks #Precision #Accuracy

An excellent introduction to #quantization used for #LLMs 👌🏽:

“Quantization From The Ground Up”, Sam Rose, Ngrok (https://ngrok.com/blog/quantization).

On HN: https://news.ycombinator.com/item?id=47519295

#AI #Math #FloatingPoint #NumericalAnalysis #Numbers #NeuralNetworks #Precision #Accuracy

An excellent introduction to #quantization used for #LLMs 👌🏽:

“Quantization From The Ground Up”, Sam Rose, Ngrok (https://ngrok.com/blog/quantization).

On HN: https://news.ycombinator.com/item?id=47519295

#AI #Math #FloatingPoint #NumericalAnalysis #Numbers #NeuralNetworks #Precision #Accuracy

The 2026 Civil Defense SPR. What Changed?

https://www.youtube.com/watch?v=RdRgaUMGMsc

I also go into the changes I made to my Civil Defense Rifle build over the course of the last year. The goal was to improve the shootability and overall practicality of this lightweight, affordable Special Purpose Rifle build, without sacrificing any of the original goals (SPR capability/accuracy, sub 10 lbs, sub $1000)....

#CivilDefense #SPR #Rifle #Build #Accuracy #BlackFlagCivilian #CommunityDefense

I checked 506 citations from ChatGPT,Claude, Gemini Deep Research- 36% are wrong

https://spineframe.xyz/blog

#HackerNews #ChatGPT #Citations #AIResearch #Accuracy #Errors

Comparative Analysis Of Seagrass Biophysical Properties Mapping Using Multi-Resolution Satellite Imagery And Machine Learning In The Shallow Waters Of Teluk Pandan, Lampung, Indonesia
--
https://doi.org/10.1016/j.rsase.2026.102002 <-- shared paper
--
#GIS #spatial #mapping #Seagrass #monitoring #conservation #accuracy #vegetation #biophysical #benthic #habitat #composition #carbonmapping #Randomforest #ExtremeGradientBoosting #XGBoost algorithms #Sentinel2 #remotesensing #sensor #shallowwater #sentinel #PlanetScope #satellite #TelukPandan #Lampung #Indonesia #AI #deeplearning #machinelearning #model #modeling #water #marine #ocean #habitat #ecosystem #spatialanalysis

Comparative Analysis Of Seagrass Biophysical Properties Mapping Using Multi-Resolution Satellite Imagery And Machine Learning In The Shallow Waters Of Teluk Pandan, Lampung, Indonesia
--
https://doi.org/10.1016/j.rsase.2026.102002 <-- shared paper
--
#GIS #spatial #mapping #Seagrass #monitoring #conservation #accuracy #vegetation #biophysical #benthic #habitat #composition #carbonmapping #Randomforest #ExtremeGradientBoosting #XGBoost algorithms #Sentinel2 #remotesensing #sensor #shallowwater #sentinel #PlanetScope #satellite #TelukPandan #Lampung #Indonesia #AI #deeplearning #machinelearning #model #modeling #water #marine #ocean #habitat #ecosystem #spatialanalysis

Comparative Analysis Of Seagrass Biophysical Properties Mapping Using Multi-Resolution Satellite Imagery And Machine Learning In The Shallow Waters Of Teluk Pandan, Lampung, Indonesia
--
https://doi.org/10.1016/j.rsase.2026.102002 <-- shared paper
--
#GIS #spatial #mapping #Seagrass #monitoring #conservation #accuracy #vegetation #biophysical #benthic #habitat #composition #carbonmapping #Randomforest #ExtremeGradientBoosting #XGBoost algorithms #Sentinel2 #remotesensing #sensor #shallowwater #sentinel #PlanetScope #satellite #TelukPandan #Lampung #Indonesia #AI #deeplearning #machinelearning #model #modeling #water #marine #ocean #habitat #ecosystem #spatialanalysis

Comparative Analysis Of Seagrass Biophysical Properties Mapping Using Multi-Resolution Satellite Imagery And Machine Learning In The Shallow Waters Of Teluk Pandan, Lampung, Indonesia
--
https://doi.org/10.1016/j.rsase.2026.102002 <-- shared paper
--
#GIS #spatial #mapping #Seagrass #monitoring #conservation #accuracy #vegetation #biophysical #benthic #habitat #composition #carbonmapping #Randomforest #ExtremeGradientBoosting #XGBoost algorithms #Sentinel2 #remotesensing #sensor #shallowwater #sentinel #PlanetScope #satellite #TelukPandan #Lampung #Indonesia #AI #deeplearning #machinelearning #model #modeling #water #marine #ocean #habitat #ecosystem #spatialanalysis

Comparative Analysis Of Seagrass Biophysical Properties Mapping Using Multi-Resolution Satellite Imagery And Machine Learning In The Shallow Waters Of Teluk Pandan, Lampung, Indonesia
--
https://doi.org/10.1016/j.rsase.2026.102002 <-- shared paper
--
#GIS #spatial #mapping #Seagrass #monitoring #conservation #accuracy #vegetation #biophysical #benthic #habitat #composition #carbonmapping #Randomforest #ExtremeGradientBoosting #XGBoost algorithms #Sentinel2 #remotesensing #sensor #shallowwater #sentinel #PlanetScope #satellite #TelukPandan #Lampung #Indonesia #AI #deeplearning #machinelearning #model #modeling #water #marine #ocean #habitat #ecosystem #spatialanalysis

"We then survey statistical lower bounds that, we argue, constitute a compelling case against the possibility of designing high-accuracy LAIMs with strong security guarantees."

On the Impossible Safety of Large AI Models
https://arxiv.org/abs/2209.15259

#generativeAI #chatBots #LLMs #safety #personalSafety #robustness #genAI #accuracy

"…a damning new study could put #AI companies on the defensive. In it, #Stanford and #Yale researchers found compelling evidence that #AImodels are actually copying all that data, not “learning” from it. Specifically, four prominent LLMs — OpenAI’s GPT-4.1, Google’s Gemini 2.5 Pro, xAI’s Grok 3, and Anthropic’s Claude 3.7 Sonnet — happily #reproduced lengthy excerpts from #popular — and #protected — #works, with a stunning degree of #accuracy."

https://futurism.com/artificial-intelligence/ai-industry-recall-copyright-books

Captain (YC W26): Bringing the thrill of #mediocre #accuracy to your #file searches—now with more incomprehensible jargon and a pricing model that will send your #CFO into a #panic attack. 🚀🔍 Just what you've been waiting for: an #AI that talks to you like a 90s #tech #manual. 🤖📚
https://www.runcaptain.com/ #Captain #YC #W26 #searches #HackerNews #ngated

Captain (YC W26): Bringing the thrill of #mediocre #accuracy to your #file searches—now with more incomprehensible jargon and a pricing model that will send your #CFO into a #panic attack. 🚀🔍 Just what you've been waiting for: an #AI that talks to you like a 90s #tech #manual. 🤖📚
https://www.runcaptain.com/ #Captain #YC #W26 #searches #HackerNews #ngated

Captain (YC W26): Bringing the thrill of #mediocre #accuracy to your #file searches—now with more incomprehensible jargon and a pricing model that will send your #CFO into a #panic attack. 🚀🔍 Just what you've been waiting for: an #AI that talks to you like a 90s #tech #manual. 🤖📚
https://www.runcaptain.com/ #Captain #YC #W26 #searches #HackerNews #ngated

Captain (YC W26): Bringing the thrill of #mediocre #accuracy to your #file searches—now with more incomprehensible jargon and a pricing model that will send your #CFO into a #panic attack. 🚀🔍 Just what you've been waiting for: an #AI that talks to you like a 90s #tech #manual. 🤖📚
https://www.runcaptain.com/ #Captain #YC #W26 #searches #HackerNews #ngated

OMG Social media improvement idea!
Option to publish individual posts to be, allowing no further edits except emphasis.

Like, you can change the formatting forever onward to be:
"make this bit bold", "italicise the other thing", or "strike-through that", "underline whatever".
Maybe add a redaction feature, in case you want to keep a post up, [but remove sensitive info you left in].

Or redact any hacked or bot posts, leaving that portion up as, like, "hey this is when stuff got annoying".

#Social_Media #SocialMedia #SocMed #comms #comm #communication #DataHoarders #internet #post #user #custom #connection #options #alternatives #Data #DataPrivacy #DataGovernance #Accuracy #Precision #Validity #Accessibility

Moonshine Open-Weights STT models – higher accuracy than WhisperLargev3

https://github.com/moonshine-ai/moonshine

#HackerNews #Moonshine #Open-Weights #STT #models #accuracy #WhisperLargev3 #AI #models

#TWIV 1294

#NOAA #Groundhog #ranking #spring #prediction #accuracy

=D

https://www.noaa.gov/heritage/stories/grading-groundhogs

Evaluating The Functional Realism Of Deep Learning Rainfall-Runoff Models Using Catchment Hydrology Principles
--
https://doi.org/10.1029/2025WR040076 <-- shared paper
--
#water #hydrology #surfacewater #pluvial #fluvial #rainfall #snow #snowmelt #runoff #precipitation #model #blackbox #robustness #functionalrealism #screening #parameters #accuracy #hydrologic #principles #trustworthy #modeling #spatialanalysis #spatial #mapping #GIS #spatiotemporal #USA #CONUS #AI #ExplainableAI #celerity #machinelearning #artificialintelligence #LSTM #deeplearning #evapotranspiration #waterresources #extremeweather #flood #flooding #risk #hazard #monitoring #prediction #catchments #streamflow #geomorphometry #network #flow #calibration

Evaluating The Functional Realism Of Deep Learning Rainfall-Runoff Models Using Catchment Hydrology Principles
--
https://doi.org/10.1029/2025WR040076 <-- shared paper
--
#water #hydrology #surfacewater #pluvial #fluvial #rainfall #snow #snowmelt #runoff #precipitation #model #blackbox #robustness #functionalrealism #screening #parameters #accuracy #hydrologic #principles #trustworthy #modeling #spatialanalysis #spatial #mapping #GIS #spatiotemporal #USA #CONUS #AI #ExplainableAI #celerity #machinelearning #artificialintelligence #LSTM #deeplearning #evapotranspiration #waterresources #extremeweather #flood #flooding #risk #hazard #monitoring #prediction #catchments #streamflow #geomorphometry #network #flow #calibration

Evaluating The Functional Realism Of Deep Learning Rainfall-Runoff Models Using Catchment Hydrology Principles
--
https://doi.org/10.1029/2025WR040076 <-- shared paper
--
#water #hydrology #surfacewater #pluvial #fluvial #rainfall #snow #snowmelt #runoff #precipitation #model #blackbox #robustness #functionalrealism #screening #parameters #accuracy #hydrologic #principles #trustworthy #modeling #spatialanalysis #spatial #mapping #GIS #spatiotemporal #USA #CONUS #AI #ExplainableAI #celerity #machinelearning #artificialintelligence #LSTM #deeplearning #evapotranspiration #waterresources #extremeweather #flood #flooding #risk #hazard #monitoring #prediction #catchments #streamflow #geomorphometry #network #flow #calibration

Evaluating The Functional Realism Of Deep Learning Rainfall-Runoff Models Using Catchment Hydrology Principles
--
https://doi.org/10.1029/2025WR040076 <-- shared paper
--
#water #hydrology #surfacewater #pluvial #fluvial #rainfall #snow #snowmelt #runoff #precipitation #model #blackbox #robustness #functionalrealism #screening #parameters #accuracy #hydrologic #principles #trustworthy #modeling #spatialanalysis #spatial #mapping #GIS #spatiotemporal #USA #CONUS #AI #ExplainableAI #celerity #machinelearning #artificialintelligence #LSTM #deeplearning #evapotranspiration #waterresources #extremeweather #flood #flooding #risk #hazard #monitoring #prediction #catchments #streamflow #geomorphometry #network #flow #calibration

Evaluating The Functional Realism Of Deep Learning Rainfall-Runoff Models Using Catchment Hydrology Principles
--
https://doi.org/10.1029/2025WR040076 <-- shared paper
--
#water #hydrology #surfacewater #pluvial #fluvial #rainfall #snow #snowmelt #runoff #precipitation #model #blackbox #robustness #functionalrealism #screening #parameters #accuracy #hydrologic #principles #trustworthy #modeling #spatialanalysis #spatial #mapping #GIS #spatiotemporal #USA #CONUS #AI #ExplainableAI #celerity #machinelearning #artificialintelligence #LSTM #deeplearning #evapotranspiration #waterresources #extremeweather #flood #flooding #risk #hazard #monitoring #prediction #catchments #streamflow #geomorphometry #network #flow #calibration

#Alaska’s #courtsystem developed an #AIchatbot, the Alaska Virtual Assistant (#AVA), to help residents navigate probate procedures. Despite initial optimism, the project faced #challenges with #accuracy, requiring extensive testing and refinement to ensure reliable information. https://www.nbcnews.com/tech/tech-news/alaskas-court-system-built-ai-chatbot-didnt-go-smoothly-rcna235985?eicker.news #tech #media #news

Survey Systems Verification And Calibration In The HydroSpatial Domain [overview / tutorial]
--
https://ihr.iho.int/articles/survey-systems-verification-and-calibration-in-the-hydrospatial-domain/ <-- shared technical article/paper
--
#GIS #spatial #mapping #marine #seafloor #bathymetry #dataintegrity #hydrographic #surveying #hydrospatial #survey #MBES #patchtest #USBL #calibration #verification #calibration #alignment #accuracy #precision #technicalreport #standards #fieldwork #professionalpractices #navigation #tutorial #learning #education #selflearning #methodologies #GNSS #IMU #gyro #MBES #sonar #remotesensing ##offshore #surveying #usecase #dataintegrity #ManualOfHydrography
@InternationalHydrographyOrganisation

Survey Systems Verification And Calibration In The HydroSpatial Domain [overview / tutorial]
--
https://ihr.iho.int/articles/survey-systems-verification-and-calibration-in-the-hydrospatial-domain/ <-- shared technical article/paper
--
#GIS #spatial #mapping #marine #seafloor #bathymetry #dataintegrity #hydrographic #surveying #hydrospatial #survey #MBES #patchtest #USBL #calibration #verification #calibration #alignment #accuracy #precision #technicalreport #standards #fieldwork #professionalpractices #navigation #tutorial #learning #education #selflearning #methodologies #GNSS #IMU #gyro #MBES #sonar #remotesensing ##offshore #surveying #usecase #dataintegrity #ManualOfHydrography
@InternationalHydrographyOrganisation

Survey Systems Verification And Calibration In The HydroSpatial Domain [overview / tutorial]
--
https://ihr.iho.int/articles/survey-systems-verification-and-calibration-in-the-hydrospatial-domain/ <-- shared technical article/paper
--
#GIS #spatial #mapping #marine #seafloor #bathymetry #dataintegrity #hydrographic #surveying #hydrospatial #survey #MBES #patchtest #USBL #calibration #verification #calibration #alignment #accuracy #precision #technicalreport #standards #fieldwork #professionalpractices #navigation #tutorial #learning #education #selflearning #methodologies #GNSS #IMU #gyro #MBES #sonar #remotesensing ##offshore #surveying #usecase #dataintegrity #ManualOfHydrography
@InternationalHydrographyOrganisation

Survey Systems Verification And Calibration In The HydroSpatial Domain [overview / tutorial]
--
https://ihr.iho.int/articles/survey-systems-verification-and-calibration-in-the-hydrospatial-domain/ <-- shared technical article/paper
--
#GIS #spatial #mapping #marine #seafloor #bathymetry #dataintegrity #hydrographic #surveying #hydrospatial #survey #MBES #patchtest #USBL #calibration #verification #calibration #alignment #accuracy #precision #technicalreport #standards #fieldwork #professionalpractices #navigation #tutorial #learning #education #selflearning #methodologies #GNSS #IMU #gyro #MBES #sonar #remotesensing ##offshore #surveying #usecase #dataintegrity #ManualOfHydrography
@InternationalHydrographyOrganisation

Survey Systems Verification And Calibration In The HydroSpatial Domain [overview / tutorial]
--
https://ihr.iho.int/articles/survey-systems-verification-and-calibration-in-the-hydrospatial-domain/ <-- shared technical article/paper
--
#GIS #spatial #mapping #marine #seafloor #bathymetry #dataintegrity #hydrographic #surveying #hydrospatial #survey #MBES #patchtest #USBL #calibration #verification #calibration #alignment #accuracy #precision #technicalreport #standards #fieldwork #professionalpractices #navigation #tutorial #learning #education #selflearning #methodologies #GNSS #IMU #gyro #MBES #sonar #remotesensing ##offshore #surveying #usecase #dataintegrity #ManualOfHydrography
@InternationalHydrographyOrganisation

ADORO IL GENIO - MIRA QUE MI... AH, NO

C'è stato un momento in cui la BBC metteva in onda questi piccoli capolavori di Birdbox. E in Italia? Nada. Ma AiG li ha riscoperti e... ed eccoli qui per Voi!

#adoroilgenio #29dicembre #cartoon #animazione #Duello #comedy #humor #cartoni #CartoniAnimati #Mira #chemira! #Accuracy #aim #botte #rivalità

"Researchers recently developed a tiny, MEMS-based clock that makes use of silicon doping to gain record stability. After running for 8 hours, the clock deviated only by 102 nanoseconds, approaching the standard of atomic clocks while both requiring less physical space and less power to run."

https://spectrum.ieee.org/silicon-clock

#Technology #Engineering #Clocks #Accuracy #MEMS

So many to choose from: In his latest post, Mark Litwintschik compares a range of global administrative #boundary datasets, from #OpenStreetMap to #NaturalEarth, assessing geometric #accuracy, data #completeness, and information content. The analysis, powered by #DuckDB...
https://spatialists.ch/posts/2025/12/13-so-many-to-choose-from/ #GIS #GISchat #geospatial #SwissGIS

So many to choose from: In his latest post, Mark Litwintschik compares a range of global administrative #boundary datasets, from #OpenStreetMap to #NaturalEarth, assessing geometric #accuracy, data #completeness, and information content. The analysis, powered by #DuckDB...
https://spatialists.ch/posts/2025/12/13-so-many-to-choose-from/ #GIS #GISchat #geospatial #SwissGIS

So many to choose from: In his latest post, Mark Litwintschik compares a range of global administrative #boundary datasets, from #OpenStreetMap to #NaturalEarth, assessing geometric #accuracy, data #completeness, and information content. The analysis, powered by #DuckDB...
https://spatialists.ch/posts/2025/12/13-so-many-to-choose-from/ #GIS #GISchat #geospatial #SwissGIS

So many to choose from: In his latest post, Mark Litwintschik compares a range of global administrative #boundary datasets, from #OpenStreetMap to #NaturalEarth, assessing geometric #accuracy, data #completeness, and information content. The analysis, powered by #DuckDB...
https://spatialists.ch/posts/2025/12/13-so-many-to-choose-from/ #GIS #GISchat #geospatial #SwissGIS

So many to choose from: In his latest post, Mark Litwintschik compares a range of global administrative #boundary datasets, from #OpenStreetMap to #NaturalEarth, assessing geometric #accuracy, data #completeness, and information content. The analysis, powered by #DuckDB...
https://spatialists.ch/posts/2025/12/13-so-many-to-choose-from/ #GIS #GISchat #geospatial #SwissGIS

🎉🔍 Look out, world! A #groundbreaking, "influential" #study on #glyphosate #safety has finally been retracted after only a quarter of a century. Because, you know, #science is all about being #timely and accurate... eventually. 🔬⏳
https://www.lemonde.fr/en/environment/article/2025/12/03/influential-study-on-glyphosate-safety-retracted-25-years-after-publication_6748114_114.html #retraction #news #accuracy #HackerNews #ngated

BURGER - A Bottom-Up Regionalization Approach for Global Sub-Daily Intensity-Duration-Frequency Data
--
https://doi.org/10.1029/2024WR039773 <-- shared paper
--
https://zenodo.org/records/15473689 <-- shared dataset
--
"KEY POINTS
• BURGER is the first global IDF data set derived from observations of sub-daily rainfall
• Sub-daily rainfall intensities are computed with the Simplified Metastatistical Extreme Value (SMEV) approach for a range of return periods
• BURGER intensities compare well with expected intensities, indicated by an interquartile range of the percentage bias between −5% and 5%..”
#GIS #spatial #data #mapping #global #exteremeweather #precipitation #rainfall #gauge #intensity #model #modeling #spatialanalysis #spatiotemporal #BURGER #geostatistics #spatialstatistics # statistics #GSDR #IDF #remotesensing #earthobservation #machinelearning #AI #weather #climate #prediction #usecase #flood #risk #hazard #SMEV #accuracy #metrology

A Multi-Level, Multi-Scale Comparison Of Lidar- And LANDSAT-Based Habitat Selection Models Of Mexican Spotted Owls In A Post-Fire Landscape
--
https://doi.org/10.1016/j.ecoinf.2025.103168 <-- shared paper
--
#GIS #spatial #mapping #Habitat #suitability #Megafire #Scaling #Habitatsuitability #selection #model #modeling #framework #Strixoccidentalis #Wildfire #bushfire #remotesening #LIDAR #elevation #ecosystem #LANDSAT #comparasion #mexican #spottedowl #avian #postfire #landscape #vegetation #ecosystem #damage #risk #hazard #earthobservation #scaling #scale #multifactor #homerange #microhabitat #ecology #recovery #spatialanalysis #spatiotemporal #modelperformance #reliability #accuracy #precision #forest #integration #conservation #landscape #fireaffected #spatialdisagreement

AI Code Detector – detect AI-generated code with 95% accuracy

https://code-detector.ai/

#HackerNews #AI #Code #Detector #AI-generated #Code #Accuracy #Tech #Innovation #Coding #Tools