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Machine Learning

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19:18
2026-07-10
machinebrief.com
machine-learning

Reimagining MDPs: The Power of Minimum Action Distance

Researchers have introduced a new approach to Markov decision processes (MDPs) called minimum action distance (MAD), which measures the minimum number of actions needed to transition between states. This self-supervised …

00:00
2026-07-16
siplinx.com
large-language-models

What Is a Local LLM? On-Device AI for Meeting Privacy

A local LLM runs entirely on a user's own device instead of a vendor's cloud server, ensuring data never leaves the machine. Cisco's 2024 Data Privacy Benchmark Study found that 48% of organizations admit employees enter…

14:26
2026-06-03
dev.to
ai-tools

Cross-Machine Memory Query: About 20 Milliseconds, Most Days

A developer built a cross-machine memory query system that allows querying a Linux box's memory store from a Mac in about 20-30 milliseconds. The system uses an opt-in environment variable (`POTLUCK_PEER_MEMORY_ENABLED=1…

18:32
2026-10-02
dev.to
ai-tools

DEV Post — Ready-to-use conten

A developer built StudyBuddy AI, a personal study assistant that turns a user's subjects, difficult topics, available time and exam schedule into a structured study plan with topic explanations, practice questions and qu…

12:44
2026-07-07
jauu.net
artificial-intelligence

Entering the Agentocene: A Statistical Investigation of AI-Era Coding

A statistical analysis of 5,009 git repositories and 10,812 developers from 2019 to mid-2026 found that AI-tool mentions in commit messages rose from near zero to 1 in 8 commits by July 2026, and a separate signal—a sudd…

12:08
2026-10-03
matthewboston.com
ai-agents

Humans out of the loop

A blog post argues that the software industry's default "human in the loop" approval for AI-agent-generated changes is often a rubber stamp, citing Dependabot pull requests such as RuboCop 1.90.0 to 1.91.0 and Liquid 5.1…

00:02
2026-08-19
byteiota.com
artificial-intelligence

Why ComfyUI Is the Best AI Creative Tool

ComfyUI, an open-source node-based interface for AI image generation, is the best AI creative tool because it exposes the entire pipeline, supports the FLUX.1 model that Automatic1111 cannot run, and offers unlimited fre…

10:00
2026-07-30
vox.com
artificial-intelligence

AI could end up too cheap to control

Chinese AI labs have released three models nearly as powerful as America's frontier systems at radically lower costs, threatening the expected hyper-profitability of U.S. labs like Anthropic and OpenAI, which capital mar…

04:47
2026-08-09
runtimewire.com
artificial-intelligence

OpenAI's Sam Altman said the singularity had already started

OpenAI CEO Sam Altman declared on July 25 that humanity has entered the AI singularity, a claim resurfaced Sunday in a clip from his Relentless interview. Altman said, "We are now, like, in the singularity. This is the m…

03:02
2026-05-26
dev.to
artificial-intelligence

You Cannot Outrun a Wave

Rick Houlihan, a musician, entrepreneur, and co-owner of a family laundromat in Austin, used AI to migrate the small business onto enterprise-grade cloud infrastructure capable of supporting a 75-location franchise — at …

01:00
2026-09-26
smarterarticles.co.uk
ai-policy

Three Years to Adopt, One Summer to Undo: Banning Student AI

New York City Mayor Zohran Kwame Mamdani and Schools Chancellor Kamar H. Samuels announced on 2 September 2026 a one-year moratorium on student-facing generative AI for grades 2-K through eighth grade, reaching close to …

04:00
2026-06-24
arxiv.org
artificial-intelligence

Critique of Agent Model

Researchers critique current AI agent models, arguing that genuine agency requires internalized goal, identity, decision-making, self-regulation, and learning structures rather than external scaffolding. They propose a G…

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