<p> The inbox designed for humans and agents </p> <p> <a href="https://www.producthunt.com/products/upstream-3?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1150612?app_id=339">Link</a> </p>
A CEO calls. The board wants a futurist on stage at the next strategy offsite. The brief is short. Tell us where the industry is going. Tell us what AI will do to our business. Tell us what to bet on next. It sounds like preparation. It looks like rigor. It is, in fact, the […]
Gemini 3.5 Flash is now available on Vercel AI Gateway . This model has improved coding proficiency and parallel agentic execution loops versus previous Flash versions. It also brings improvements to core reasoning, instruction following, and multi-turn coherence, with stronger performance on complex tasks and higher-quality reasoning traces in thinking mode. 3.5 Flash defaults to the medium thinking level, balancing response quality with faster, more cost-efficient generation. To use Gemini 3.5
Learn about the key announcements from Google I/O 2026.
Take up to 5 in-depth training courses, teaching user experience best practices for successful design. Training focused on long-lasting skills for UX professionals. August 17 - August 28, 2026.
By rapidly generating a smooth path plan that cuts travel time and avoids obstacles, the open-source “MIGHTY” system could streamline disaster recovery and parcel delivery.
<p> AI agents that call and text in multi-day campaigns </p> <p> <a href="https://www.producthunt.com/products/leaping-ai?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1150287?app_id=339">Link</a> </p>
Musk vows to appeal; the judge vows to throw that case out, too
Modern large language models (LLMs) extend context lengths to millions of tokens, enabling coherent, personalized responses grounded in long conversational history. However, the Key-Value (KV) cache grows linearly with the extended dialogue history, causing the model’s memory footprint to quickly exceed device limits. While recent KV cache compression methods attempt to reduce memory usage, most apply cache eviction after processing the entire context, incurring unbounded peak memory usage. Addi
Six days after we called $725B a bet on what no one wanted, the receipts started landing. Meta committed $145B to AI infrastructure the same week it began firing 8,000 people. Standard Chartered described its own cuts as replacing "lower-value human capital." Pope Leo XIV announced he'd co-launch his first AI encyclical with Anthropic's Christopher Olah at the Vatican on May 25.
You can now run Claude Managed Agents with Vercel Sandbox . Claude Managed Agents handles the model, harness, tools, and session state. Self-hosting lets you bring the execution environment, so an agent's tool calls run on your existing Vercel infrastructure with your private APIs, internal services, and customer data. Each agent session runs in its own isolated Firecracker microVM, using the same infrastructure that powers 1B+ Vercel deployments with enterprise-grade security, availability, and
Until this past weekend, a contractor for the Cybersecurity & Infrastructure Security Agency (CISA) maintained a public GitHub repository that exposed credentials to several highly privileged AWS GovCloud accounts and a large number of internal CISA systems. Security experts said the public archive included files detailing how CISA builds, tests and deploys software internally, and that it represents one of the most egregious government data leaks in recent history.
Just a year ago, we launched AWS Transform for .NET, Mainframe and VMware workloads, the first agentic AI service purpose-built for modernizing enterprise applications at scale. At re:Invent 2025, we introduced AWS Transform custom, which enables organizations to modernize and transform code at scale using AWS-managed and custom transformations. You can upgrade language versions, migrate […]
Twenty-five years ago, MIT opened its curriculum to the world with the launch of OpenCourseWare. MIT Open Learning continues to build on the legacy of that bold decision.
Biologists use Co-Scientist to find novel factors that successfully rejuvenate human cells.
Grab’s data engineering team had a problem that looks familiar to anyone who’s maintained shared infrastructure.
Key takeaways A sales follow-up email is sent after a call to recap the conversation, add value, and move the deal forward with a clear next step. Every effective sales follow-up email needs a specific subject line, a context-setting opener, a brief recap with added value, and one clear next step. Personalize your sales follow-up […] The post How to Write a Follow-Up Email After a Sales Call, With Templates appeared first on Grammarly Blog.
Welcome to Import AI, a newsletter about AI research.
TL;DR LLM evals, automated judges that assess relevance, coherence, and quality at scale, are a powerful new... The post Better Experiments with LLM Evals — A funnel, not a fork appeared first on Spotify Engineering .
For years, the field of robotics has used the terms “dull, dirty, and dangerous” (DDD) to describe the types of tasks or jobs where robots might be useful—by doing work that’s undesirable for people. A classic example of a DDD job is one of “repetitive physical labor on a steaming hot factory floor involving heavy machinery that threatens life and limb.” But determining which human activities fit into these categories is not as straightforward as it seems. What exactly is a “dull” task, and who
The race to production-ready agentic AI is on — but for most enterprises, the finish line keeps moving. Models get built, pilots get run, and then teams hit a wall: the infrastructure, security, governance, and operational requirements for running AI agents at enterprise scale are far more complex than any single tool or vendor anticipated.... The post Building the enterprise agentic AI factory with DataRobot and Dell appeared first on DataRobot .
[[video:107]] Busywork is work that keeps us busy, but the work has little value in itself—for example, washing the dishes. These are tasks that you know you can easily do. Busywork is used in many different senses, but always to represent something very uncreative. Sometimes it’s even used for work that will appear productive, but it really only keeps us occupied. It’s first and foremost the first meaning of busywork which Alan will focus on in this video and how you can use that work construct
<img src="https://53.fs1.hubspotusercontent-na1.net/hubfs/53/brand-mentions-1-20260514-2235140-2.webp" alt="a hubspot-branded featured image with a dark burgundy background and three pink shapes in the foreground, with the words “brand mentions” in the bottom righthand corner and a pictogram of a hand holding a laptop in the center" class="hs-featured-image
This presentation highlights recent efforts at the Johns Hopkins Applied Physics Laboratory to advance agentic AI for collaborative robotic teams. It begins by framing the core challenges of enabling autonomy, coordination, and adaptability across heterogeneous systems, then introduces a scalable architecture designed to support agentic behaviors in multi-robot environments. The talk concludes with key challenges encountered and practical lessons learned from ongoing research and development.Key
This sponsored article is brought to you by Melbourne Convention Bureau (MCB) supported by Business Events Australia.Melbourne’s reputation as a global events city, from the Australian Open tennis and Formula 1 Australian Grand Prix to hosting NFL regular season games, now intersects with a different form of scale: large-scale compute, data-intensive research, and advanced engineering. Long recognized for delivering complex international events, the city is applying the same organisational capab
Wonder which platforms marketers will be focusing on this year? Want to know how content mixes will change? Find out what professional marketers plan to do with their paid and organic activities, video marketing, content mixes, and AI over the next year in the 18th annual Social Media Marketing Industry Report. How Are Marketers Using […] The post 2026 Social Media Marketing Industry Report appeared first on Social Media Examiner .
When you create a journey map, it can be a challenge to combine research data and the ideas of people in your organization into a map that tells an accurate, simple story. But success in this is critical. An inaccurate map could lead to bad decisions, and one that is too complex may prevent people from using it at all. If you find yourself in this situation, consider running a perspective grid workshop to condense your data and create a strong shared understanding between stakeholders before you
In recent weeks, we pointed Mythos and other security-focused LLMs at live code across critical parts of our infrastructure. We share what we observed, the models’ strengths and weaknesses, and what the work around them needs to look like before any of it can scale.
The 2025H2 Project Goal period has now concluded. Over these months, the Rust Project pursued 41 Project Goals , 13 of which were designated as Flagship Goals . This post contains curated updates on our progress since the <a rel="external" href="https://blog.rust-lang.org/2026/01/05/project-goal
We’re expanding access to Google AI Ultra subscribers globally and introducing a new capability powered by Street View.
A collection of science tools and experiments to expand the scale and precision of scientific exploration.
We're expanding our tools to help you understand how content was created and edited across the web.
AI-powered voice and audio tools are becoming increasingly embedded in daily life, from digital assistants to smart speakers and customer service bots. Advances in large audio-language models (LALMs), which can both analyze and generate audio, now make it possible to control devices using voice commands, transcribe meetings automatically, or identify a song playing in the background. These models are also increasingly equipped with the ability to communicate with external services and operate ot
Or, being human is dramatic. We’re after all mammals with calendars.
