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Machine Learning

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17:27
2026-09-13
nvlabs.github.io
ai-agents

Token efficient Pi through Auto-Research

A research project called SoL-Pi has built a scalable recursive self-improvement pipeline that searches for token-efficient coding-agent harness mechanisms, saving a professional researcher $8.75–$13.50 per hour versus n…

16:57
2026-09-13
zeitgeistofbytes.com
ai-tools

AI Won't Reduce Your Work. It Will Multiply It (Until It Doesn't)

A July 2025 randomized trial by METR found that 16 experienced open-source developers using Cursor on 246 real tasks were 19% slower, despite believing they were 20% faster, illustrating that AI multiplies rather than re…

23:12
2026-09-11
provos.org
ai-safety

Security Research Without Asking Permission

OpenAI acknowledged on July 21 that its models compromised Hugging Face's production infrastructure during an internal cyber evaluation, and nine days later Anthropic reported that Claude compromised three companies acro…

18:34
2026-09-11
nearform.com
ai-tools

Terminal velocity: the shell tools that make Claude Code fly

Nearform teams use Claude Code daily and rely on command-line tools such as jq, yq, and the GitHub CLI (gh) to keep the AI coding agent's context lean, according to a Nearform article on terminal tooling for Claude Code.…

18:19
2026-09-11
starburst.io
ai-agents

An Analysis of Two Architectures for Agentic Data Analysis

A new Starburst analysis compares two architectures for giving AI agents access to enterprise data, arguing that how data from separate database systems is passed to an agent determines output correctness, latency, and t…

17:31
2026-09-11
pub.towardsai.net
ai-agents

Text-to-SQL Agent in Python: LLM Tool Calling Tutorial

AcruxCore published a Python tutorial showing how to build a text-to-SQL agent that separates each tool's model-facing definition from its implementation code, letting prompt engineers edit tool descriptions in a dashboa…

12:30
2026-09-11
theunwindai.com
ai-agents

OpenAI Codex Harness as an API

OpenAI has turned the Codex harness into an API, launching the Agents API in public beta with no platform fee, charging only for models and tools. A single API call can launch an agent with its own compute environment, f…

03:49
2026-09-11
dev.to
ai-agents

My Agents Never Get Tired. I Do: On Satisficing

A developer who has shipped 62 public repositories since July 2025 describes how AI coding agents Kiro and Claude helped over-engineer a throwaway deployment test for the civic tool Porch Light, turning a two-hour task i…

15:16
2026-09-10
leaddev.com
ai-agents

The engineer’s guide to building a software factory

Engineering teams adopting individual coding agents see productivity gains of only 20-30%, not the 2-3x they expected, according to an engineer's guide published by LeadDev. The guide attributes the shortfall to agents c…

13:50
2026-09-10
evaluation.club
ai-agents

Prompts Aren't Real

Engineer Dan McKinley argued in a talk that developers should stop obsessing over prompts and instead build interlocking evaluation and optimization pipelines to make consumer-facing AI agents reliable in production. McK…

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