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AI & Machine Learning6 hours ago33 sec read

48 hours later: our first external payer was an inspector

A discovery service called Settled has received its first purchase from an external user, an "inspector," after initially cataloging fifteen paid routes. This development is significant for AI/ML/Data Science professionals because it demonstrates a n...

Ali Nemati

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AI & Machine Learning6 hours ago35 sec read

How I made a 20B model code like a frontier one - by fixing the harness, not the model

A new coding agent, Ajna, demonstrates that significant improvements in performance can be achieved with smaller, freely available language models by focusing on the "harness" – the layer between the model and the tools it uses – rather than solely o...

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AI & Machine Learning6 hours ago34 sec read

Imputation of Missing Climate Data and Vulnerability Analysis: A Survey

Recent research highlights the increasing use of transformer-based models, including PatchTST and Time-LLM, for time series forecasting, particularly in climate research and carbon emissions prediction. A significant challenge in this field is the pr...

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Cybersecurity6 hours ago29 sec read

2026 Retrocomputing Challenge: I Would Do Anything For Serial Data

A new device called Meatloaf allows users to transfer files to Commodore computers via an ESP32 and a serial port, regardless of file location or storage medium. This development is significant for cybersecurity professionals due to the increasing ne...

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Cybersecurity7 hours ago30 sec read

Pierluigi Paganini answers questions about the PHP2Shell flaws

Hackers began exploiting the PHP2Shell vulnerability days before public disclosure and patches were released, highlighting the increasing speed at which attackers can weaponize newly discovered weaknesses. This development underscores the need for or...

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AI & Machine Learning9 hours ago32 sec read

Building Neumathway: Marrying GNNs with Symbolic Engines for Zero Hallucinations

A new experimental, open-source project called Neumathway aims to improve mathematical reasoning in AI by combining graph neural networks with symbolic engines, seeking to eliminate "hallucinations" common in large language models. This approach, det...

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Cybersecurity9 hours ago31 sec read

That Weird 7-Pin S-Video Port on Old Laptops

Older laptops, particularly those from the early 2000s, frequently included a combined video output port often labeled "S-video+" that offered more functionality than a standard S-video connection. Cybersecurity professionals should be aware of this,...

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AI & Machine Learning9 hours ago30 sec read

Best Text-to-Speech APIs for Production Apps

Google Cloud Text-to-Speech, Amazon Polly, and Microsoft Azure Cognitive Services are presented as leading production-ready Text-to-Speech (TTS) APIs, each offering natural-sounding audio, low latency, and customization options. Google's WaveNet voic...

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AI & Machine Learning9 hours ago31 sec read

Where are a benchmark's gold labels least decisive? A per-genre annotator-agreement census of MultiNLI

A recent analysis of the MultiNLI benchmark revealed that the "gold label" decisiveness varies significantly by text genre, contrary to expectations that informal, spoken text would be noisier. Formal genres like government and slate writing produced...

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