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11:14
2026-08-23
pagerduty.com
artificial-intelligence

Evidence over Anecdotes: Running A/B Tests on AI Agent Tooling

PagerDuty's engineering team found that splitting its engineering standards into domain-specific AI agent skills did not improve quality, with the two designs tying when the right skill loaded, but introduced a silent fa…

10:40
2026-08-23
morgin.ai
ai-safety

Your Open Source Model Could Have a Hidden Time-Release Backdoor

Researchers demonstrated a time-release backdoor attack on OpenCode 1.18.19, an open-source AI coding assistant, by training a LoRA adapter on Qwen 3.5 2B to execute a malicious command when the system prompt's date matc…

10:01
2026-08-23
benzi.fly.dev
artificial-intelligence

What if coding agents didn't have to read code?

Benzi, a coding agent that compiles codebases into a resolved map instead of reading raw files, achieved a 45.5% pass rate on SWE-bench Verified (500 instances, one attempt each) using DeepSeek v4-flash, with network acc…

06:41
2026-08-23
officechai.com
artificial-intelligence

AI Agents Are Already Using AI A Lot More Than Humans, Shows Data

AI agents now consume 7.3 trillion tokens on a seven-day average basis, roughly five times human usage, according to data from OpenRouter published by venture firm a16z. Agentic token usage first surpassed human usage on…

05:57
2026-08-23
hank.bond
artificial-intelligence

We Have the Model, Why Do We Need You?

Software engineers remain essential in the era of rapid LLM code generation because models lack wide context and aesthetic coherence, according to a blog post by an unnamed author. The post argues that while LLMs can qui…

00:00
2026-08-23
digitalapplied.com
artificial-intelligence

Open-Weight Models: The Announcement-to-Release Gap

A new ledger tracking 2026 open-weight AI model releases finds that the gap between announcement and actual weight availability on Hugging Face ranges from zero to over a week, with Moonshot AI's Kimi K3 taking 10–11 day…

00:00
2026-08-23
digitalapplied.com
ai-agents

Agentic Content Pipeline: A Production Yield Ledger

A self-reported production ledger from an unnamed agentic content pipeline shows that across eight August 2026 runs, adversarial verification passed only 0–4 posts per run of 8–11, with fix rounds introducing 3–20 new re…

00:00
2026-08-23
mindstudio.ai
large-language-models

What Is GLM 5.3 and Zcode? ZAI's Coding Model Explained

ZAI released GLM 5.3, a post-trained coding model built on GLM 5.2's architecture, and Zcode, a dedicated agentic development desktop app designed to run GLM models. Zcode features project indexing, MCP support, Goal Mod…

23:30
2026-08-22
euronews.com
artificial-intelligence

AI has failed to win people's trust. Its makers? less trusted

A Pew Research study finds 52% of Americans are more concerned than excited about AI, up from 37% in 2021, with 55% of adults under 30 now more concerned. A CNBC Generation Lab poll shows a majority distrust all nine lea…

20:51
2026-08-22
promptcube3.com
machine-learning

How to actually measure if your speech recognition tuning is

Speech recognition optimization requires moving beyond a single Word Error Rate (WER) metric, according to a practical guide that recommends integrating Character Error Rate (CER), Keyword Error Rate (KER), and Semantic …

20:12
2026-08-22
byteiota.com
ai-policy

MCP 2026 Roadmap: Agent Identity and Progressive Discovery

The Model Context Protocol (MCP) published its 2026 roadmap, outlining five priority areas including agent identity and progressive discovery, and announced a governance shift to working groups under the Agentic AI Found…

19:09
2026-08-22
github.com
ai-tools

Show HN: ePub reader that lets your coding agent read along

A developer released an open-source ePub reader that integrates coding agents from GitHub Copilot, Claude Code, Codex, and Gemini, allowing users to chat with an AI agent about the book's content using their existing CLI…

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