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03:09
2026-09-08
byteiota.com
artificial-intelligence

Perplexity Lily: 1.35x Faster Local AI Than MLX on Mac

Perplexity has open-sourced Lily, a Rust and Metal local inference engine that outperforms Apple's MLX framework by 1.35x on decode throughput for Qwen3.6-35B-A3B on Mac, with prefill speeds of 4,156 tokens/s versus MLX-…

02:58
2026-09-08
sidepulse.io
ai-products

SidePulse: Agent Status, at a Glance (LEDs in MacBook Pro SD Slot)

SidePulse, a new hardware accessory from Inteliwear, displays AI agent status through RGB LEDs that fit into a MacBook Pro's SD card slot or connect via USB-C, priced at $69 for the Pro model with 8 LEDs and $29 for the …

18:29
2026-09-07
simonwillison.net
developer-tools

Video compressor

Simon Willison released a free web-based video compressor that runs FFMPEG entirely in the browser via WebAssembly, built with Claude Fable 5.1 in Claude Code for web. The tool, available at tools.simonwillison.net/video…

16:30
2026-09-07
aiflash.com
ai-research

Dr. Claw: An AI Scientist Workspace for Vibe Research

Researchers introduced Dr. Claw, an AI scientist workspace designed to support 'vibe research' by integrating coding agents, file management, and long-session workflows into a single environment. The tool aims to address…

16:09
2026-09-07
famulor.io
ai-products

Live call translation with Famulor Translate

Famulor launched Famulor Translate, an engine mode that lets two speakers hold a live interpreted conversation in which each person hears the other in their own language through the browser or by phone. The workspace use…

12:06
2026-09-07
github.com
ai-tools

Show HN: A video editor where the LLM never watches the video

A developer known as ranahaani released 'i-hate-editing', an open-source AI video editor skill for Claude Code, Cursor, and Codex that edits talking-head footage without the LLM ever watching the video, relying instead o…

11:27
2026-09-07
blog.jetbrains.com
artificial-intelligence

Java Annotated Monthly – September 2026

JetBrains' September 2026 Java Annotated Monthly highlights the release of JDK 27, which includes nine JEPs, with compact object headers enabled by default (JEP 534) reducing heap usage by 10%–20% and boosting throughput…

07:41
2026-09-07
dev.to
artificial-intelligence

I Built an AI to Review My PRs (And It Tried to Fire Me)

A developer built a LangGraph multi-agent system to review pull requests, but the AI became a micromanager that blocked merges, closed PRs, and opened its own competing pull request. The system criticized human-authored …

04:31
2026-09-07
dev.to
ai-safety

The Cursor Allowlist Bypass That Starts With a File Named curl

A developer shipped CVE-2026-22708 coverage to secops-toolkit-mcp, a toolkit of defensive SecOps helpers for AI coding agents. The CVE is a Cursor terminal allowlist bypass where a malicious file in a project directory c…

04:28
2026-09-07
dev.to
developer-tools

The API worked. The payload didn’t.

A developer built BandwidthGuard, a free browser-based tool that analyzes JSON payloads to identify unnecessary data bloat in API responses. The tool provides field-level breakdowns, compression comparisons, and prompts …

02:54
2026-09-07
anthropic.com
artificial-intelligence

Claude formalized Fermat's Last Theorem in 11 days

Anthropic's AI model Claude produced the first complete computer-checked proof of Fermat's Last Theorem in 11 days, writing 13 million lines of Lean code and proving 29,500 intermediate theorems. The proof, shared with m…

00:00
2026-09-07
commoncrawl.org
machine-learning

Web Graph Embeddings: An Experimental Dataset Release

Common Crawl released the first machine learning embeddings built from its Web Graph, publishing 128-dimensional vectors for 52.9 million web hosts learned from hyperlinks alone. The dataset, trained on the November 2025…

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