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Machine Learning

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17:31
2026-07-22
imbue.com
artificial-intelligence

Using evolution to automate AI model research

Imbue announced Catalyst, an open-source research tool that uses evolution-inspired methods to automate AI model research, achieving a val_bpb score of 0.9361 on nanochat optimization after 340 experiments without platea…

16:19
2026-07-22
lesswrong.com
ai-policy

The Best AI Bill Congress Hasn't Introduced Yet

A 269-page discussion draft called the Great American AI Act (GAAIA), released last month by Representatives Jay Obernolte (R-CA) and Lori Trahan (D-MA), would bar states from enforcing laws that specifically regulate fr…

16:14
2026-07-22
caffeinatedcode.com
artificial-intelligence

Software Apprenticeship Was Accidental

Every senior software engineer takes about a decade to develop, and AI has eliminated that apprenticeship by making junior engineers' work more expensive to review than AI-generated changes, leading the industry to shed …

16:08
2026-07-22
blog.kilo.ai
ai-tools

Introducing Kilo Memory: Project-Scoped Memory for Your Agents

Kilo has introduced Kilo Memory, a local, project-scoped memory system for AI coding agents that stores session digests, project environment details, user corrections, and explicit memory updates to share context across …

15:30
2026-07-22
blog.bytebytego.com
artificial-intelligence

Best Practices for Building AI Agents That Work in Production

A set of best practices for building AI agents that work reliably in production has emerged from teams at Anthropic, Cognition, and Intercom, focusing on four areas: context control, deterministic control flow, stateless…

14:01
2026-07-22
try-hyperion.org
artificial-intelligence

HyperionOS – an intent-native operating system

HyperionOS, described as the first intent-native operating system, manages user goals directly instead of processes, files, or applications. Built with a capability-secured kernel and a unified scheduler balancing comput…

13:25
2026-07-22
dev.to
ai-agents

LangGraph vs. CrewAI vs. Microsoft Agent Framework vs. n8n

A developer compares LangGraph, CrewAI, Microsoft Agent Framework, and n8n for building AI agents, recommending LangGraph for fine-grained control over agent state and retries, CrewAI for modeling specialist teams, Micro…

13:00
2026-07-22
docker.com
ai-agents

Runtime Enforcement, Not Runtime Advice

Docker Inc. argues that AI agent governance requires runtime enforcement rather than policy advice, identifying execution, tool, and credential boundaries as the three key areas for developer confidence. The company emph…

09:00
2026-07-22
csoonline.com
artificial-intelligence

AI, security operations and the new race against time

Anthropic's Project Glasswing and Mythos model, alongside OpenAI's Daybreak and DeepSeek advances, are accelerating AI capabilities in cybersecurity, compressing vulnerability discovery and response cycles from weeks to …

00:00
2026-07-22
mindstudio.ai
large-language-models

How to Run a 744B AI Model on a Consumer Laptop Using Colibri

Colibri, an open-source inference system, runs the 744-billion-parameter GLM-Z1-Rumination model on a consumer laptop by using a three-tier memory system that treats NVMe SSD as an extension of GPU memory and exploits th…

00:00
2026-07-22
1password.com
artificial-intelligence

The data platform 1Password needed didn't exist. So we built it.

1Password built a new internal data platform based on Apache Iceberg tables after its existing centralized data lake became a bottleneck for real-time access, AI workflows, and governance. The platform separates storage …

00:00
2026-07-22
clickhouse.com
ai-agents

Benchmarking the ClickStack MCP Server with hdx-evals

ClickHouse and HyperDX released hdx-evals, an open-source benchmarking framework that tests AI agents' ability to investigate production incidents, finding that the ClickStack MCP server outperforms a generic ClickHouse …

22:25
2026-07-21
12gramsofcarbon.com
artificial-intelligence

Agentics: Coding agents cannot remove complexity

LLMs like Claude Fable and Sol 5.6 are excellent at making problems disappear but cannot reduce code complexity, according to a blog post by Agentics. The author argues that these models over-optimize for surface-level f…

18:39
2026-07-21
github.com
artificial-intelligence

Slater – Low-memory graphdb designed for read-heavy graphs

Hikari Systems released Slater v0.24.1, a low-memory graph database designed for read-heavy graphs that can serve hundreds of millions of nodes and billions of edges from a few hundred MB of RAM by paging from disk inste…

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