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This article examines the fundamental trade-offs in large language model inference operations, specifically the competing priorities of maximizing throughput, minimizing latency, and reducing costs. I

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22 Apr 2026

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Treehub launches with Tim Draper and Anne Wojcicki to back the next wave of AI health founders

DGX agent

Treehub, a new Stanford University-adjacent residency program backed by the AI Health Fund, launched today, with billionaire investor Tim Draper and 23andMe Holding Co. founder Anne Wojcicki among the

model-releasessiliconangle

22 Apr 2026

X launches Custom Timelines, a Grok-powered feature letting users pin any of over 75 topics to their home tab, in early access to Premium subscribers on iOS (Nikita Bier/@nikitabier)

Nikita Bier / @nikitabier: X launches Custom Timelines, a Grok-powered feature letting users pin any of over 75 topics to their home tab, in early access to Premium subscribers on iOS — Ladies and gen

22 Apr 2026

Tutorials

A Practical Guide to LLM Fine Tuning

This guide from Databricks covers practical techniques and best practices for fine-tuning large language models, including methodologies for adapting pre-trained LLMs to specific tasks and domains. It

tutorialsdatabricks

After users reported Claude Code appeared to be removed from Anthropic's Pro plan, Anthropic says it's 'running a small test on ~2% of new prosumer signups' (Ed Zitron/Ed Zitron's Where's Your Ed At)

Ed Zitron / Ed Zitron's Where's Your Ed At: After users reported Claude Code appeared to be removed from Anthropic's Pro plan, Anthropic says it's “running a small test on ~2% of new prosumer signups”

Tutorials

AI Data Transformation Guide for Data Engineers and Data Scientists

This guide from Databricks covers data transformation techniques and best practices essential for preparing data for AI/ML projects, addressing workflows that both data engineers and data scientists e

tutorialsdatabricks

From developer desks to the whole organization: Running Claude Cowork in Amazon Bedrock

model-releasesaws-ml-blog

Today, we're excited to announce Claude Cowork in Amazon Bedrock. You can now run Cowork and Claude Code Desktop through Amazon Bedrock, directly or using an LLM gateway. In this post, we walk through

From keynote to the terminal: Join our Next ‘26 developer livestreams

model-releasesgoogle-cloud-ai

The main stage at Google Cloud Next is where the vision is set. This year, we’re bridging the gap between those massive 'Cloud-scale' announcements and your local terminal. We are thrilled to announce

Google Cloud Next 2026 preview: The real story isn’t AI — it’s the control plane

Everyone heading into Google Cloud Next this week is bracing for another wave of artificial intelligence announcements. More Gemini. More agents. More benchmarks. More onstage demos that look great in

Google's Chief AI Architect Koray Kavukcuoglu is working to unite its internal AI coding tools under the Antigravity platform, to counter Claude Code and Codex (Julia Love/Bloomberg)

Julia Love / Bloomberg: Google's Chief AI Architect Koray Kavukcuoglu is working to unite its internal AI coding tools under the Antigravity platform, to counter Claude Code and Codex — At Google, lea

Research

IBM's Hanhee Paik on the new IBM-UIUC agreement

IBM and the University of Illinois Urbana-Champaign (UIUC) have established a partnership focusing on quantum computing and related algorithmic research. The agreement, discussed by IBM researcher Han

researchibm-research

Introducing ChatGPT Images 2.0

ChatGPT Images 2.0 is an updated version of OpenAI's image generation feature integrated into ChatGPT, offering improvements to image creation capabilities for users. The update likely includes enhanc

model-releasesopenai

Industry

Mozilla: Anthropic's Mythos found 271 security vulnerabilities in Firefox 150

Mozilla used Anthropic's Claude Mythos Preview AI to discover 271 vulnerabilities in Firefox 150 , which the company has patched in the browser . The AI was able to reason through code and surface iss

industryars-technica

New York Attorney General Letitia James sues Coinbase and Gemini, claiming their prediction markets violate state laws against illegal gambling (Jonathan Stempel/Reuters)

Jonathan Stempel / Reuters: New York Attorney General Letitia James sues Coinbase and Gemini, claiming their prediction markets violate state laws against illegal gambling — New York's attorney genera

OpenAI launches ChatGPT Images 2.0, Codex Labs developer training service

OpenAI Group PBC today launched ChatGPT Images 2.0, an upgraded version of the image generator built into its popular chatbot. The company also debuted a new technical training service called Codex La

That's my designer - Claude

model-releasesben-s-bites

This article from Ben's Bites likely discusses Claude, an AI assistant, in the context of design or designer tools, possibly exploring how Claude can assist with design work or comparing it to other d

Yelp launches new Assistant chatbot integrated into every part of the platform

Yelp Inc., the popular local business discovery and recommendation engine, today announced the launch of a new chatbot assistant alongside 35 new features and updates that will provide recommendations

Zero Networks launches AI Segmentation to govern autonomous AI agents

Zero-trust security startup Zero Networks Ltd. today announced the launch of AI Segmentation, a set of platform capabilities designed to give enterprises identity-based control over autonomous artific

A new media company called MTS launches for 'monitoring the situation' across tech, business, politics, and culture, with backing from a16z and others (a16z)

a16z: A new media company called MTS launches for “monitoring the situation” across tech, business, politics, and culture, with backing from a16z and others — Thrilled to announce our investment in a

Tools

Kimi K2.6 on AI Gateway

Vercel's AI Gateway now supports Kimi K2.6, a language model that developers can access through Vercel's unified AI platform. This integration allows users to leverage Kimi K2.6's capabilities alongsi

toolsvercel-blog

OpenAI helps Hyatt advance AI among colleagues

OpenAI partnered with Hyatt Hotels to implement ChatGPT Enterprise across their organization, enabling employees to leverage advanced AI capabilities for business operations. The collaboration demonst

model-releasesopenai

What to expect during the Phi Moments @ Next event: Join theCUBE April 22-23

Advances in the use of artificial intelligence by major providers such as Google Cloud are not confined solely to the hyperscaler’s own customers. Partners, such as the AI-first digital engineering co

Appfigures: app releases across the App Store and Google Play grew 60% YoY in Q1, with App Store releases alone up 80%, possibly driven by AI coding tools (Sarah Perez/TechCrunch)

Sarah Perez / TechCrunch: Appfigures: app releases across the App Store and Google Play grew 60% YoY in Q1, with App Store releases alone up 80%, possibly driven by AI coding tools — Everyone said AI

19 Apr 2026

Sources: the glowing '26' in Apple's WWDC invite is teasing a revamped Siri, memory shortages may push Mac Studio and touch MacBook Pro launches by a few months (Mark Gurman/Bloomberg)

Mark Gurman / Bloomberg: Sources: the glowing “26” in Apple's WWDC invite is teasing a revamped Siri, memory shortages may push Mac Studio and touch MacBook Pro launches by a few months — Also: Memory

19 Apr 2026

Adding a new content type to my blog-to-newsletter tool

Agentic Engineering Patterns > Here's an example of a deceptively short prompt that got a lot of work done in a single shot. First, some background. I send out a free Substack newsletter around once a

18 Apr 2026

Anthropic launches Claude Design to speed up graphic design projects

The latest addition to Anthropic PBC’s product portfolio is Claude Design, a tool that enables users to generate visual assets with prompts. The company launched the offering into public preview today

datasette 1.0a28

Release: datasette 1.0a28 I was upgrading Datasette Cloud to 1.0a27 and discovered a nasty collection of accidental breakages caused by changes in that alpha. This new alpha addresses those directly:

Research

International Conference on Learning Representations (ICLR) 2026

researchapple-ml-research

ICLR 2026 is a major international conference on machine learning and deep learning where Apple's research team will present their latest work and innovations in representation learning. The conferenc

OpenAI ratchets up Codex’s agentic capabilities to rival Claude Code

OpenAI Group PBC today announced a major revamp of its artificial intelligence coding tool Codex, giving it a number of new “agentic” capabilities that enable more complex task automation. The ChatGPT

Team Cymru launches Total Insights Feed to replace legacy threat intelligence lists

Real-time threat intelligence company Team Cymru Inc. today announced the launch of Total Insights Feed, a unified threat intelligence platform that is designed to replace legacy indicator list-based

Accelerating the cyber defense ecosystem that protects us all

OpenAI discusses efforts to strengthen collective cybersecurity defenses through collaboration and technology advancement within the broader cyber defense ecosystem. The article likely covers OpenAI's

model-releasesopenai

Research

AI-generated synthetic neurons speed up brain mapping

Google Research uses AI models to turn microscope images into accurate 3D neuron shapes , and generating synthetic neuron geometries helps AI learn to better classify neurons by their shape, speeding

researchgoogle-research

As agentic AI overwhelms enterprise defenses, Oracle makes the case for security baked into the database

As organizations transition from experimentation with AI to full-scale production, the demand for mission-critical security and absolute data availability has become the primary benchmark for enterpri

Industry

Cloudflare’s AI Platform: an inference layer designed for agents

We're building AI Gateway into a unified inference layer for AI, letting developers call models from 14+ providers. New features include Workers AI binding integration and an expanded catalog with mul

industrycloudflare-ai

Databricks on Google Cloud: Innovate Faster. Smarter. Together.

Databricks and Google Cloud have partnered to enable organizations to build and deploy data and AI solutions more efficiently. The collaboration integrates Databricks' lakehouse platform with Google C

model-releasesdatabricks

datasette.io news preview

Tool: datasette.io news preview The datasette.io website has a news section built from this news.yaml file in the underlying GitHub repository. The YAML format looks like this: - date: 2026-04-15 body

DeepL, best known for its text translation tools, launches DeepL Voice-to-Voice, which enables real-time spoken translation, with add-ons for services like Zoom (Ivan Mehta/TechCrunch)

Ivan Mehta / TechCrunch: DeepL, best known for its text translation tools, launches DeepL Voice-to-Voice, which enables real-time spoken translation, with add-ons for services like Zoom — DeepL, a tra

Mozilla launches Thunderbolt, an open-source AI client for users and businesses who want to run their own self-hosted AI infrastructure, available on GitHub (Kyle Orland/Ars Technica)

Kyle Orland / Ars Technica: Mozilla launches Thunderbolt, an open-source AI client for users and businesses who want to run their own self-hosted AI infrastructure, available on GitHub — Mozilla is th

New ways to create personalized images in the Gemini app

Gemini has been updated to generate highly personalized images by accessing a user's Google Photos and personal preferences. This new feature allows users to simply request scenes featuring themselves

model-releasesgoogle-ai

No Need for Space Gear — Capcom’s ‘PRAGMATA’ Joins GeForce NOW on Launch Day

model-releasesnvidia-blog

Head straight for orbit with GeForce NOW — no space helmet required. PRAGMATA, Capcom’s long-awaited sci-fi action adventure, touches down on GeForce NOW the same day it launches worldwide. The futuri

OpenAI’s big Codex update is a direct shot at Claude Code

model-releasesthe-verge-ai

OpenAI is beefing up its agentic coding and development system, Codex, with a suite of updates that let it use your computer, generate images, and remember from past experiences. The package of update

Tools

Seedance 2.0 Video Generation on AI Gateway

Vercel's AI Gateway now supports Seedance 2.0, a video generation model that allows developers to create AI-generated videos through Vercel's unified API infrastructure. This integration enables users

toolsvercel-blog

The UK unveils Sovereign AI, a £500M fund to invest in domestic AI startups, starting with Callosum, which builds software to help different chips work together (Joel Khalili/Wired)

Joel Khalili / Wired: The UK unveils Sovereign AI, a £500M fund to invest in domestic AI startups, starting with Callosum, which builds software to help different chips work together — In a bid to min

Anthropic rolls out identity verification that may require Claude users to provide a government-issued photo ID and live selfie to access 'certain capabilities' (Jose Antonio Lanz/Decrypt)

Jose Antonio Lanz / Decrypt: Anthropic rolls out identity verification that may require Claude users to provide a government-issued photo ID and live selfie to access “certain capabilities” — Anthropi

Anthropic’s Claude Code gets automated ‘routines’ and a desktop makeover

Anthropic PBC is making it easier to automate tasks using Claude Code without relying on autonomous artificial intelligence agents with the launch of a new service called “routines.” The routines allo

Capsule Security launches with $7M to secure AI agents at runtime

Israeli agentic artificial intelligence security startup Capsule Security Ltd. today launched with 7 million in new funding to expand go-to-market efforts and accelerate product development across its

datasette 1.0a27

Release: datasette 1.0a27 Two major changes in this new Datasette alpha. I covered the first of those in detail yesterday - Datasette no longer uses Django-style CSRF form tokens, instead using modern

Emergent launches Wingman: a personal AI agent for everyone

Emergent Labs Inc., a vibe coding platform for building production-ready software, today announced the launch of Wingman, a personal, autonomous artificial intelligence agent that helps people manage