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You deployed an LLM app. What's it doing right now? (Sponsor)

Rolling out an agentic workflow is the easy part. But after you launch, prompt injection attacks and ordinary errors can pile up without you noticing. Even an operationally performant tool can accumul...

Your blueprint for AI governance (Sponsor)

Many organizations have AI policies, but far fewer have a practical way to decide whether an agent is ready for production, who signs off, and how that decision gets documented.Get the new AI governan...

Running Kimi K3 locally? Unless you have 1.6 TB of RAM, you'll need to quantize it (Sponsor)

Want to run open-weight models on your own hardware? Unless you've got extra TBs of RAM lying around, that's gonna cost you.Quantization makes LLMs 4x smaller and 2x faster while only losing 5-10% in ...

An OpenAI Model Solved the Navier–Stokes Millennium Problem (5 minute read)

OpenAI announced that an internal AI system produced a proof resolving the roughly 90-year-old Navier–Stokes existence and smoothness problem, one of mathematics' seven Millennium Prize Problems. The ...

Meta Introduces Muse, an AI Agent That Can Send Your Emails and Book Your Travel (4 minute read)

Meta's new Muse AI agent can act as a personal digital assistant, autonomously using software apps and websites on behalf of users. It can be instructed to send emails, book travel reservations, make ...

Apple's $2,000-Plus Foldable iPhone Was a Decade in the Making (11 minute read)

Apple's secretive core technology development teams had already been studying foldable phones well before Samsung released the first Galaxy Fold in 2019. The company is set to unveil its first foldabl...

Introducing Muse: The World's First Personal AI Agent Built for Everyone (5 minute read)

Meta introduces Muse, a personal AI agent, powered by Muse Spark, to help users achieve goals by automating tasks like booking travel or sending emails. Muse operates securely on Muse Secure VM, ensur...

ChatGPT Images 2.5 (9 minute read)

OpenAI introduced ChatGPT Images 2.5 with sharper details, better reference-image preservation, more reliable editing, and up to 50% lower generation latency.

OpenAI Says It Has Cracked One of Math's ‘Millennium Problems' (9 minute read)

OpenAI says its newest AI technology has solved one of the Millennium Problems. The Millennium Problems are the most heavily researched in the field of mathematics. OpenAI's model solved the Navier–St...

Google DeepMind Maps 9 Billion Possible DNA Variants (3 minute read)

The AlphaGenome Atlas is an online repository of precomputed predictions made using Google DeepMind's AlphaGenome model. It allows scientists to access the benefits of the model without having to writ...

Kubernetes Promotes KYAML as a Safer, More Consistent Way to Work with Manifests (3 minute read)

KYAML is a stricter YAML dialect for Kubernetes that reduces syntactic and type ambiguity while remaining valid YAML and compatible with existing tooling. By standardizing configuration into a more ex...

Reach 8 million engaged tech professionals (Sponsor)

Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities.

Cloud Native Computing Foundation Announces Karmada Graduation (6 minute read)

The Cloud Native Computing Foundation (CNCF) announced the graduation of Karmada, an open source project for running applications across multiple Kubernetes clusters and clouds. The project has attrac...

What the CPU shortage means for software teams (6 minute read)

Teams that operate software at scale need to bake in some real time to deal with the CPU shortage. Most software teams have never capacity-planned CPUs. General-purpose compute is now something many t...

Introducing ChatGPT Images 2.5 (7 minute read)

ChatGPT Images 2.5 is a new state-of-the-art image model that generates sharper details with more precise editing. Image generation latency has been reduced by up to 50% compared with Images 2.0. Imag...

Key App Developers Have Yet to Embrace Apple's New Siri AI (6 minute read)

Apple's success with Siri AI will be largely dependent on third-party developers. However, these developers have a lot at stake, as while their apps may become more useful on Apple devices through wor...

>10x More Efficient Pretraining (15 minute read)

Without large amounts of compute, small labs can only compete through algorithmic efficiency. Magic's pretraining recipe is now more than 10 times more compute-efficient than that of leading open-weig...

How Yahoo optimizes resources with flexible VMs in Managed Service for Apache Spark (5 minute read)

Flexible VMs in Google Cloud's Managed Service for Apache Spark allow Yahoo to maintain reliable analytics pipeline provisioning by ranking acceptable VM shapes and automatically searching across regi...

From Chaos to Control: Addressing Shard Distribution Challenges in M3DB with Subclusters (9 minute read)

Uber redesigned M3DB's shard placement for large clusters by partitioning nodes into self-contained subclusters that own non-overlapping portions of the shard space. The approach reduces failure and m...

The collection of good, fruitful open problems is now being mined in a non-renewable fashion (7 minute read)

Working out whether a question is actually worth working on is a lengthy, deliberate, and subjective process. Being aware of the difficulty landscape in a field is crucial in making such determination...

Free Guide: NetSuite vs. Fishbowl vs. Global Shop Solutions (Sponsor)

Choosing an ERP shouldn't be guesswork. This free Software Advice guide compares NetSuite, Fishbowl, and Global Shop Solutions side by side — pricing, features, and real user reviews — so you pick the...

How Tubular Labs reclaimed 50% of engineering capacity by rebuilding their 70TB pipeline on Apache Iceberg and Amazon S3 Tables (10 minute read)

Tubular Labs rebuilt a 70TB analytics pipeline handling roughly 2 billion row updates per day around Apache Spark, Iceberg, and Amazon S3 Tables. Infrastructure-related recovery time fell from 12–16 h...

Google Mapped a Fruit Fly's Brain. Now It's Playing Doom and Super Mario 64 (3 minute read)

Google's fly connectome contains over 166,000 neurons and 125 million synaptic connections, providing scientists with a fundamental resource for studying how the brain works.

Inside the megakernel serving engine for North Mini Code (22 minute read)

This post presents a fully fledged serving system built around a decode megakernel. The system supports everything a real server needs: continuous batching, paged attention, and ragged sequence length...

The future of open source search and observability starts at OpenSearchCon (Sponsor)

Leaders from Apple, CERN, IBM, Intel, and Walmart will gather for three days of keynotes, technical sessions, and hands-on workshops on vector search and agentic AI at OpenSearchCon North America, Sep...

God Help Us, Let's Try To Learn About Mechanistic Interpretability Techniques (29 minute read)

Mechanistic interpretability is the science of reading an AI's mind.

Block Applies to Establish Builders Bank & Trust (2 minute read)

Block has submitted an application to federal regulators to establish a federally regulated, uninsured national trust bank called Builders Bank & Trust.

Pretraining progress is mostly coming from data (17 minute read)

Between 2019 and 2025, 3.24x more compute efficiency gains have come from data improvements rather than model improvements. The gains from data and model improvements are mostly independent and don't ...

Apple Acquires Startup Working on 'Breakthrough Sensing Technology' (1 minute read)

Sonera is working on sensing technology that non-invasively measures magnetic fields generated by the brain and body to analyze neural data without direct skin contact.

GPUs delivered with the inference stack flashed. AMD Instinct™ Coder. (Sponsor)

Building an inference stack takes months, especially in today's severely supply constrained environment. AMD Instinct™ Coder, powered by Spectro Cloud, ships as a Supermicro server with AMD Instinct G...

A Hacking Tool Built With AI Can Breach Phones Without a Click (9 minute read)

WeWorm is a zero-click attack that can compromise WeChat accounts without users doing anything and gain access to messages, calls, and accounts.

Google's AlphaGenome Maps 9 Billion Genetic Variants (4 minute read)

Google DeepMind introduced AlphaGenome Atlas, a 1-petabyte database predicting the regulatory effects of all 9 billion possible single-nucleotide variants in the human genome.

Context Mode (GitHub Repo)

Context Mode is an MCP server that reduces tool output size by 98% and preserves session memory when AI coding agents compact conversations. It tracks file edits, git operations, and user decisions in...

Hyper-𝜏-bench: Evaluating agents that build agents (4 minute read)

Hyper-𝜏-bench places a developer agent into a sandboxed workspace with the records of a simulated business and a simulated client that it can message at any time. The developer agent recovers the spec...

Lightpanda Browser (GitHub Repo)

Lightpanda is a new headless browser written in the Zig programming language and designed for AI agents. It is not a Chromium fork, allowing it to use significantly less memory and CPU than existing b...

Introducing Mercury 2.5 (5 minute read)

Mercury 2.5 is the largest diffusion language model ever trained. It performs comparably to cost-optimized frontier models like GPT-5.6 Luna (Low), Gemini 3.5 Flash-Lite, and Claude Haiku 4.5. The mod...

ClickHouse as a streaming HTTP API (24 minute read)

ClickHouse 26.8 can expose controlled database queries directly as streaming HTTP endpoints using named handlers, typed URL parameters, result transformations, and framing formats. Simple data APIs ca...

Project HydraFusion: Frontier quality via multi-model orchestration (9 minute read)

HydraFusion is GitHub's runtime orchestration system that dynamically combines models from multiple providers using single-model, cascade, or critique workflows to balance coding quality, cost, and la...

Is your infrastructure ready for change? (Sponsor)

Stop building for peak demand. The capacity readiness playbook for hybrid IT explores how to stay ready for growth, testing, and recovery while reducing overprovisioning, idle capacity, and unnecessar...

AWS Config now supports 60 new resource types (2 minute read)

AWS Config now supports 60 additional AWS resource types across services, expanding coverage for discovery, compliance assessment, auditing, and remediation.

Is the 3x AI Productivity Gain just a Computer that Never Sleeps? (3 minute read)

OpenAI researchers now supervise 3.14 agent-workdays per eight-hour shift, suggesting AI productivity increasingly comes from parallel, around-the-clock machine labor rather than less human effort. Th...

Introducing chdb Postgres extension: High-performance imports from cloud storage (11 minute read)

The new chdb PostgreSQL extension uses an in-process ClickHouse engine to import and export data between Postgres and S3, Google Cloud Storage, Azure Blob Storage, HDFS, HTTP endpoints, and local file...

I Asked 100 Agents to Hack Me (9 minute read)

Around 100 self-hosted agents attempted to hack various online accounts over five hours. They compromised three accounts through software vulnerabilities and two through password brute-forcing, while ...

Cognition hits $48B valuation, signaling investors believe AI coding is far from a winner-take-all market (2 minute read)

Cognition has raised $2 billion at a $48 billion valuation in a funding round led by Andreessen Horowitz, Accel, Founders Fund, General Catalyst, and Avenir. The startup's soaring valuation signals th...

Investigate DMS migration issues with AWS DevOps Agent (7 minute read)

AWS DevOps Agent can be extended with a read-only MCP server specialized for AWS DMS, giving it migration-specific tools and runbooks to autonomously investigate validation failures, CDC latency, conn...

Meet Viktor: the AI employee that skips the "agent" debate (Sponsor)

OpenAI still can't define "AI agent." Business owners skipped the debate and hired Viktor, an AI employee in Slack & Teams. Dashboards. Apps. Tasks... Start free →

Stealing AI Reasoning Traces (2 minute read)

It's possible to force a weaker, less safeguarded model from the same provider to decode and output reasoning traces verbatim in plaintext by injecting an encrypted reasoning trace from a target model...

ChatGPT broke its MAU record for the 4th consecutive month in August (1 minute read)

ChatGPT reached 1.06 billion monthly active users in August.

Progressive Point Matching (8 minute read)

Progressive Point Matching gives long-horizon RL partial credit without changing the optimal objective, improving training efficiency as tasks grow longer.

A Response to Bill Gates's Essay (9 minute read)

Bill Gates' essay discusses AI's potential societal impact, proposing new institutions and taxes to manage transitions.

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