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22:10
2026-10-06
arxiv.org
large-language-models

What stops a small language model from driving a database agent

A study of 39 open-weight language models driving the agent mode of an open-source SQL client over eleven days found that 1,590 of 2,100 model-attributed agent-mode losses, or 75.7%, came from runs that had invoked at le…

00:00
2026-08-22
digitalapplied.com
artificial-intelligence

Effort Ladders for Every AI CLI and API: The Reference Table

As of August 22, 2026, a reference table covering 18 AI CLI and API surfaces shows that reasoning-effort rung names, counts, defaults, and the position of 'high' vary widely across vendors, with only Z.ai's GLM-5.3, Moon…

01:35
2026-08-03
github.com
ai-agents

Show HN: Gnt, a company brain AI agents check before acting

Gnt, a new tool from gntai.dev, lets companies encode AI agent guardrails as git-native rule files that agents check over MCP before acting, returning allow, block, or needs_human verdicts. The rules are approved via mer…

09:23
2026-06-17
github.com
ai-tools

YC Application Review Skill

YC Partner, a new knowledge pack and Codex skill for Y Combinator applicants, launched to help founders review applications, prepare for interviews, and find relevant resources using a processed public corpus of official…

00:00
2026-06-21
epics.tech
large-language-models

Agents That Fix Themselves, and the Collapse of the Scale Law

On June 21, GLM-5.2, an open-weight model with 40 billion active parameters, outperformed larger closed models on the Intelligence Index, signaling a collapse of the scale law. Concurrently, research on recursive self-im…

02:08
2026-10-03
github.com
ai-agents

Gloss – Annotate live code and provide feedback to an agent

Ryan Brunner released Gloss, an open-source tool that opens a web app in a Chromium window with a feedback bar so reviewers can annotate live pages and submit comments to Claude for automated fixes. Gloss installs via Ho…

00:00
2026-06-21
agent-kits.com
ai-agents

Campaign Brief Builder Agent

A new AI agent called Campaign Brief Builder Agent turns user inputs into structured marketing campaign briefs, flagging missing information and assumptions for human review. The agent is governed by an open-source Agent…

00:00
2026-06-21
agent-kits.com
ai-agents

Compliance Control Monitoring Agent

AgentKit released a Compliance Control Monitoring Agent that tests internal controls against supporting evidence and flags failures without auto-attesting. The agent is governed by an open-source AgentAz specification de…

00:00
2026-06-21
agent-kits.com
ai-agents

Expense Audit & Compliance Agent

A new AI agent, the Expense Audit & Compliance Agent, automates line-by-line expense report auditing against company policy, flagging violations and suspicious patterns while auto-approving clean reports. The agent is go…

00:00
2026-06-21
agent-kits.com
ai-agents

Company Policy Q&A Agent

A new AI agent called the Company Policy Q&A Agent answers policy, benefits, and procedure questions strictly from an official handbook with citations, routes sensitive HR matters to a person, and never invents policy or…

00:00
2026-06-21
agent-kits.com
ai-safety

Email Reply Drafting Agent

AgentKit released an open-source specification called AgentAz for governing AI agents, exemplified by an email reply drafting agent that reads threads and drafts contextual replies without sending. The specification docu…

00:00
2026-06-21
agent-kits.com
ai-agents

Alert Noise Reduction Agent

A new open-source agent specification called AgentAz aims to reduce alert noise by ranking alerts based on actionability and recommending suppression rules, while never suppressing alerts linked to real incidents or crit…

00:00
2026-06-21
agent-kits.com
ai-agents

Daily Planning Agent

A new Daily Planning Agent uses a read-only governance spec called AgentAz to propose time-blocked schedules without booking or moving calendar events. The agent surfaces conflicts and overcommitment for user approval, e…

00:00
2026-06-21
agent-kits.com
ai-agents

Community Question Triage Agent

Google's AgentKit released an open-source AgentAz specification for a Community Question Triage Agent that categorizes questions, answers clear ones from a knowledge base, and routes spam to moderators. The agent operate…

00:00
2026-08-05
blog.janestreet.com
ai-research

Can you reverse engineer an ASIC?

Jane Street has released a new puzzle challenging participants to reverse engineer an ASIC from its GDS layout, recover the netlist, determine the chip's purpose, and find a hidden string output. The puzzle, which closes…

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