Note see also my standard AI Disclaimer 1 Introduction My last few posts have been rather theoretical, this is back to a “here is how I solved a problem” post. A while ago I blogged about better ways to make Mermaid diagrams but that was in the “before times” when I would do these things by hand, like a savage. OK I still edit them by hand - but LLMs like Claude Code are pretty good at drawing Mermaid - it’s just text, after all. However, out of the box, Claude is trained on sample ...| Korny’s Blog
I am out, mostly in the mornings for a walk or run, and I just want to drop a thought or a task immediately. Sometimes even complete sections of an upcoming presentation. Or rushing between meetings, the same: Just drop a voice recording and have it turned into a task or just as a note into my email inbox. That is my use case. Plain and simple. For that I started using n8n a while back. A bit clumsy, but it worked. I had a flow running in the cloud, triggered by a new file in OneDrive, which ...| DEV Community
Other vendors "are handing you the pieces, not the platform", says Google, as it launches one chat to rule them all.| The Stack
Data scientists at AWS have created a “novel algorithm” to help tackle a sticky industry problem: how to pinpoint errors in multi-agent systems.| The Stack
A video, and downloadable slides, of a presentation I gave on robot science and Xenobots at the 2025 Artificial Life meeting.| Forms of life, forms of mind
Cloudflare just announced NET Dollar, alongside support for the newly proposed x402 Agent-to-Agent AP2 protocol.| thejaymo
Imagine having the power to boost your sales funnel efficiency and convert more leads without breaking the bank. With the rise of free AI-powered Customer Relationship Management (CRM) tools, businesses can now maximize their Return on Investment (ROI) like never before. According to a recent study, 61% of companies using CRM tools have seen an [...]| SuperAGI
In today's fast-paced digital landscape, businesses are constantly searching for innovative ways to personalize customer experiences, with research indicating that 80% of customers are more likely to make a purchase when brands offer personalized experiences. The key to unlocking this level of personalization lies in harnessing the power of artificial intelligence (AI) in customer relationship [...]| SuperAGI
In today's fast-paced business landscape, building strong customer relationships is crucial for driving sales, revenue, and growth. According to a recent study, companies that prioritize customer experience generate 60% higher profits than those that don't. However, managing complex customer interactions and data can be overwhelming, especially for small to medium-sized businesses. This is where free [...]| SuperAGI
In today's digital age, customer relationship management (CRM) is crucial for small businesses to stay competitive, with 61% of companies using CRM tools to improve customer satisfaction and increase sales. However, many small businesses are hesitant to invest in CRM tools due to limited budgets. Fortunately, the emergence of free AI-powered CRM tools has changed [...]| SuperAGI
In today's fast-paced business landscape, delivering exceptional customer experiences is no longer a luxury, but a necessity. According to a recent study, 80% of customers consider the experience a company provides to be as important as its products and services. This is where Customer Relationship Management (CRM) systems come in, helping businesses to streamline sales [...]| SuperAGI
In today's fast-paced sales landscape, personalization is key to driving customer engagement and loyalty. According to a recent study, 80% of customers are more likely to make a purchase when brands offer personalized experiences. However, with the sheer volume of customer data available, sales teams often struggle to cut through the noise and deliver meaningful [...]| SuperAGI
Are you tired of watching your sales leads slip through the cracks, wondering what could have been if only you had a more effective way to manage your sales funnel? You're not alone - according to a recent study, 80% of companies have a sales process that's not optimized, resulting in an average of 20% [...]| SuperAGI
In today's fast-paced sales landscape, staying ahead of the competition requires more than just a solid strategy - it demands the right tools to streamline and optimize your sales process. With the advent of Artificial Intelligence (AI), Customer Relationship Management (CRM) tools have become increasingly sophisticated, offering businesses a wide range of features to boost [...]| SuperAGI
As we dive into 2025, businesses are on the lookout for innovative ways to boost their sales performance and stay ahead of the competition. One area that has been gaining significant attention is sales forecasting, with 67% of businesses considering it a crucial aspect of their overall sales strategy, according to a recent survey by [...]| SuperAGI
In today's fast-paced sales landscape, staying ahead of the curve is crucial for success. According to a recent study, companies that leverage artificial| SuperAGI
Figure 1: This stepper machine is my kind of fitness landscape. Fitness, in evolutionary biology, measures an organism’s expected reproductive success. Utility, in economics and decision theory, measures an agent’s preferences, i.e. it is what we seek out. We often blur the lines between what an organism wants and what it evolutionarily needs. Why do we love sugar? The standard explanation is that in ancestral environments, sweetness signalled calorie density, which aided survival and r...| The Dan MacKinlay stable of variably-well-consider’d enterprises
Here’s a comprehensive guide to using load boards strategically, building private carrier networks, and quoting effectively.| SPI Logistics
Cisco has announced enhancements to the Webex Customer Experience portfolio, including a new AI-powered tool for supervisors launching in early … The post “Webex Contact Center brings together AI and human agents to deliver consistent high-quality experiences.” – Jeetu Patel, Cisco appeared first on TahawulTech.com.| TahawulTech.com
Part of Booking Holdings Inc., Booking.com’s mission is to make it easier for everyone to experience the world. By investing in the technology that helps take the friction out of... The post Rise of the Agent Engineer: Chana Ross, Booking appeared first on Arize AI.| Arize AI
Trunk Tools is building the brain behind construction, transforming the $13 trillion construction industry. As a premier AI agent platform for the built environment, Trunk Tools deploys solutions that streamline... The post Rise of the Agent Engineer: Trunk Tools’ Bobby Vinson appeared first on Arize AI.| Arize AI
..powered with MCP + Tools + Memory + Observability.| Daily Dose of Data Science
It turns out we've all been using MCP wrong. Most agents today use MCP by exposing the "tools" directly to the LLM. We tried something different: Convert the MCP tools into a TypeScript API, and then ask an LLM to write code that calls that API. The results are striking.| The Cloudflare Blog
This is an edited version of a post I wrote for the Liberis internal engineering blog - it is not particularly original, most of the ideas come directly from Simon Willison’s article “Lethal Trifecta for AI agents” - but I thought it was worth writing a summary for our engineers, and sharing it more widely. Bruce Schneier summarised the current Agentic AI situation in his blog: We simply don’t know how to defend against these attacks. We have zero agentic AI systems that are secure ag...| Korny's Blog
— Technical deep dive inspired by Anthropic’s “Building Effective Agents” In this piece, we’ll take a close look at the orchestrator–worker agent workflow. We’ll unpack its challenges and nuances, then... The post Orchestrator-Worker Agents: A Practical Comparison of Common Agent Frameworks appeared first on Arize AI.| Arize AI
Buying a home is a huge decision, and the final walk-through gives you one more opportunity to protect yourself before signing the paperwork. This quick but critical visit helps confirm the property’s condition, ensures repairs were completed, and gives you peace of mind that everything is ready. A 2024 report from the National Association of […] The post The Smart Buyer’s Guide to a Final Home Walk Through appeared first on Tier-1 Pro Inspections.| Tier-1 Pro Inspections
Organizations struggling to trust and manage remote workers will find themselves completely unprepared for the autonomous nature of AI agents. The same control issues that drive return-to-office mandates will cripple AI adoption.| Eric Mann's Blog
Follow these smart steps for selling your house faster and with less stress. Learn where pre-listing inspections fit and how to avoid delays.| All Coast Inspections
I was going over the code base of mini-swe-agent today. The core agent loop is 100 lines long. All agentic framework does something similar. Interesting facts about mini-swe-agent: The Mini-SWE-Agent operates in a continuous loop, iteratively solving problems by querying an LLM for actions, executing bash commands, and observing results until the task is complete. … Continue reading "Notes on mini-swe-agent"| Shekhar Gulati
Most companies are creating massive security blind spots by forcing AI agents into human identity systems. Shared accounts and static permissions put your digital workforce at risk.| Deepak Gupta | AI & Cybersecurity Innovation Leader | Founder's Journey from ...
AI is transforming how SaaS companies find and convert customers. While traditional companies struggle with 32% conversion rates, AI-native firms hit 56%. Learn how automated GTM agents work 24/7 to spot prospects, track competitors, and optimize revenue—with real results.| Deepak Gupta | AI & Cybersecurity Innovation Leader | Founder's Journey from ...
Discover why OpenAI's gpt-oss model family is ideal for building reliable and safe AI agents, not just for developers.| Tigris Object Storage Blog
There’s a lot of talk about the capabilities of AI Agents, and a lot of promise on the things that they may be able to achieve. Or not achieve. As well as a lot of excitement, there’s a…| Wrong Side of Memphis
Plenty of people will offer to help raise funds through the network for a cut of the deal. Unfortunately, SEC regulations make that illegal without a broker's license.| Pitching Angels
Most AI agents forget everything very soon. I benchmarked OpenAI Memory, LangMem, MemGPT, and Mem0 in real production environments. One system delivered 26% better accuracy and 91% faster performance. Here's which memory solution actually works for long-term AI agent deployments.| Deepak Gupta | AI & Cybersecurity Innovation Leader | Founder's Journey from ...
Learn how a real estate certificate can expand your career opportunities, build practical skills, and help you stand out in a growing industry.| Realtyna - Real Estate Web
One of the law firms behind the original commission lawsuits has just announced an “investigation” into “recently uncovered practices” in| RISMedia
Reinforcement learning meets iterated game theory meets theory of mind| The Dan MacKinlay stable of variably-well-consider’d enterprises
In this guide, you’ll learn everything about: choosing the right truck dispatcher school, earning a freight dispatcher certification, finding the best freight dispatcher training for your goals, and mastering dispatch skills for box trucks and larger fleets| SPI Logistics
I can’t believe I missed it, but the Power Platform CLI has support for the| CloudAppie
Learn how to use the Zabbix Agent Wizard in Nagios XI to monitor CPU, memory, disk, and network metrics, with no manual config needed. Fast setup, flexible alerts, and performance graphs.| Nagios Library
🤖 AI agents reached $5.4B market value in 2024, growing 45.8% annually. While traditional marketing teams plan quarterly campaigns, AI agents optimize in real-time across every touchpoint. The companies figuring this out first will have an unfair advantage. Are you building toward the right future?| Deepak Gupta | AI & Cybersecurity Innovation Leader | Founder's Journey from ...
OpenAI just released GPT OSS - their first open-source AI models since 2019. These aren't just free downloads; they're transparent, powerful systems that show you exactly how they think while running on regular business hardware. This could democratize advanced AI development.| Deepak Gupta | AI & Cybersecurity Innovation Leader | Founder's Journey from ...
AI Agents Crash Course—Part 8 (with implementation).| Daily Dose of Data Science
Model context protocol crash course—Part 9.| Daily Dose of Data Science
The Moonshot AI team synthesized thousands of tools, agents, users, and sessions to build a library of training data.| Drew Breunig
Fine tuning foundation models| The Dan MacKinlay stable of variably-well-consider’d enterprises
Another year, another epic CollabDays Belgium! Given the success of the previous years, I can’t wait to be back! In a brand new session, we focus on extending agents from Copilot Studio. Not just building an agent with low code, but how to go beyond the standard patterns and integrate agents directly into your own solutions.| CloudAppie
While the development of increasingly powerful AI models grabs headlines, the big challenge is getting intelligent agents to communicate.| AI News
You can now build and deploy remote MCP servers to Cloudflare, and we handle the hard parts of building remote MCP servers for you. Unlike local MCP servers you may have previously used, remote MCP servers are Internet-accessible. People simply sign in and grant permissions to MCP clients using familiar authorization flows.| The Cloudflare Blog
I was demonstrating Claude Code to a colleague the other day - I was working on an ASP.Net Core C# service, using Claude within the JetBrains Rider IDE. And my colleague said “it uses a lot of bash commands like find - why doesn’t it hook into the IDE to understand the structure?” I was a bit surprised by this - I quite like the way it uses small simple commands. Musing about it afterwards, I realised that this is actually an example of the Unix philosophy - “write programs that do on...| Korny’s Blog
Applications of reinforcement learning (RL) in AI model building has been a growing topic over the past few months. From Deepseek models incorporating RL mechanics into their training processes to...| Arize AI
Model context protocol crash course—Part 8.| Daily Dose of Data Science
Coarse-graining empowerment| The Dan MacKinlay stable of variably-well-consider’d enterprises
This guide will explore how flatbed freight brokers and flatbed load boards can help you secure the best flatbed loads for your business.| SPI Logistics
When you are building an Agent that takes user input and compares it to something, you need to have the something up and running before start to create the Agent. In my Autonomous Agents scenario there is Recruitment Agent that... Continue Reading →| Karl-Johan Spiik, Microsoft MVP
Model context protocol crash course—Part 7.| Daily Dose of Data Science
Model context protocol crash course—Part 6.| Daily Dose of Data Science
Model context protocol crash course—Part 5.| Daily Dose of Data Science
Model context protocol crash course—Part 4.| Daily Dose of Data Science
6 tactics for fixing your context and shipping better agents. As Karpathy says, building LLM-powered apps means learning to ‘pack the context windows just right’—smartly deploying tools, managing information, and maintaining context hygiene.| Drew Breunig
Prompts are disposable requests written for chatbots. Contexts are evolving instructions curated for use in applications.| Drew Breunig
Taking care of your context is the key to building successful agents. Just because there’s a 1 million token context window doesn’t mean you should fill it.| Drew Breunig
Over the past few months, there have been quite a few announcements around Microsoft Entra ID. One of the more exciting ones is the introduction of Agent ID a new identity type designed specifically to help you secure and manage your AI agents. With this new identity type, something new is also possible: you can now retrieve an overview of all registered agents in your tenant using CLI for Microsoft 365. Quite useful when you want to see what’s active, or has been created ages ago.| CloudAppie
In this session, we focus on extending agents from Copilot Studio. Not just building an agent with low code, but how to go beyond the standard patterns and i| CloudAppie
Screenwriting representation can be a white whale for all screenwriters, the thing that they feel will take them to the next level. And indeed, it can be the first step ... Read more The post The KEYS to Achieving Screenwriting Representation appeared first on Industrial Scripts®.| Industrial Scripts®
In the rapidly evolving landscape of artificial intelligence, a new paradigm is emerging Agentic AI. Unlike traditional AI systems that operate based on predefined instructions, Agentic AI embodies autonomy, adaptability, and goal-oriented behavior, enabling machines to make decisions and act independently in dynamic environments.At its core, Agentic AI refers to AI systems designed to function + Read More The post What is Agentic AI ? appeared first on Dataaspirant.| Dataaspirant
Model context protocol crash course—Part 3.| Daily Dose of Data Science
Model context protocol crash course—Part 2.| Daily Dose of Data Science
Model context protocol crash course—Part 1.| Daily Dose of Data Science
An exploration of what turns a language model into an agent — memory, goals, tools, and the quiet architecture of intent.| too long; automated
I previously tried (and failed) to setup LLM tracing for hinbox using Arize Phoenix and litellm. Since this is sort of a priority for being able to follow along with the Hamel / Shreya evals course with my practical application, I’ll take another stab using a tool with which I’m familiar: Braintrust. Let’s start simple and then if it works the way we want we can set things up for hinbox as well. Simple Braintrust tracing with litellm callbacks Callbacks are listed in the litellm docs as...| Alex Strick van Linschoten
It’s important to instrument your AI applications! I hope this can more or less be taken as given just as you’d expect a non-AI-infused app to capture logs. When you’re evaluating your LLM-powered system, you need to have capture the inputs and outputs both at an end-to-end level in terms of the way the user experiences things as well as with more fine-grained granularity for all the internal workings. My goal with this blog is to first demonstrate how Phoenix and litellm can work toget...| Alex Strick van Linschoten
I’ve been working on a project called hinbox - a flexible entity extraction system designed to help historians and researchers build structured knowledge databases from collections of primary source documents. At its core, hinbox processes historical documents, academic papers, books and news articles to automatically extract and organize information about people, organizations, locations, and events. The tool works by ingesting batches of documents and intelligently identifying entities ac...| Alex Strick van Linschoten
A study by Palisade Research found that advanced AI models (most notably OpenAI’s o1-preview or Claude Sonnet 3.5 from Anthropic) sometimes “cheat” in chess by hacking their opponent’s system files rather than playing by the rules. While older AI models required explicit prompting to cheat, the most recent agents seem capable of discovering and exploiting cybersecurity holes, raising concerns that AI systems might develop manipulative strategies and be uncontrollable for complex tasks...| Mathieu Acher
Let’s be honest — coding isn’t always the glamorous, creative process we dream it to be.Most days, it’s a grind: writing boilerplate code, chasing down bugs, Googling error messages, and wrestling with frameworks that feel more like hurdles than helpers.But what if it didn’t have to be that way?Imagine sitting down with an idea for + Read More The post Vibe Coding: Learn How to Build Apps & Websites 10X Faster appeared first on Dataaspirant.| Dataaspirant
AI Agents Crash Course—Part 14 (with implementation).| Daily Dose of Data Science
Figure 1: And Nadab and Abihu, the sons of Aaron, each took his censer, put fire in it, added incense, and offered strange fire before the Lord, which He had not commanded them. Then fire went out from the Lord and devoured them, and they died before the Lord. Lev 10:1-2 Notes on committing to things, and the implications of that for cooperation. Relevant to multi-agent causality where agents make decisions, in the context of iterated games in multi-agent systems with applications to AI safe...| The Dan MacKinlay stable of variably-well-consider’d enterprises
Toby Ord’s analysis suggests that an AI agent’s chance of success drops off exponentially the longer a task takes. Some agents perform better than others, but the overall pattern holds—and may be predictable for any individual agent: This empirical regularity allows us to estimate the success rate for an agent at different task lengths. And the fact that this model is a good fit for the data is suggestive of the underlying causes of failure on longer tasks — that they involve increasi...| Big Medium - Full Feed
AI Agents Crash Course—Part 13 (with implementation).| Daily Dose of Data Science
AI Agents Crash Course—Part 12 (with implementation).| Daily Dose of Data Science
Figure 1 An interesting inverse design question: how should I design a system to optimise for truthfulness? Brief summary here. @Frongillo2024Recent: This note provides a survey for the Economics and Computation community of some recent trends in the field of information elicitation. At its core, the field concerns the design of incentives for strategic agents to provide accurate and truthful information. Such incentives are formalized as proper scoring rules, and turn out to be the same obj...| The Dan MacKinlay stable of variably-well-consider’d enterprises
Figure 1 Learning agents in a multi-agent system which account for and/or exploit the fact that other agents are learning too. This is one way of formalising the idea of theory of mind. Learning with theory of mind works out nicely for reinforcement learning, in e.g. opponent shaping, and may be an important tool for understanding AI agency and AI alignment, as well as aligning more general human systems. Other interesting things might arise from a good theory of other-aware learning, such ...| The Dan MacKinlay stable of variably-well-consider’d enterprises
We’re teaming up with Anthropic, Asana, Atlassian, Block, Intercom, Linear, PayPal, Sentry, Stripe, and Webflow to launch new remote MCP servers, built on Cloudflare, to enable Claude users to manage projects, generate invoices, and even deploy applications — without ever leaving the chat interface.| The Cloudflare Blog
AI Agents Crash Course—Part 11 (with implementation).| Daily Dose of Data Science
AI Agents Crash Course—Part 10 (with implementation).| Daily Dose of Data Science
We want to congratulate, WB student and author, Karla Sy on her upcoming debut picture book, STRONG AS A LION, which was acquired by Elizabeth Schleisman at Beaming Books. This story follows a determined granddaughter who creates her own unique version of a lion dance to bring her grandfather and his grocery store good luck during Lunar New Year. Publication is scheduled for Spring 2027, and we can’t wait to get our hands on it!| Writing Barn
Some initial fast impressions of Google Deepmind's new iteration of Gemini Deep Research that uses their 2.5 Pro model.| mlops.systems
One of the primary expenses for starting a freight business is obtaining the necessary licensing. The truck broker license cost varies depending on regulatory requirements,| SPI Logistics
Let’s be honest: building intelligent agents shouldn’t be hard. And with Copilot Studio, it finally isn’t. In this session, Daniel and Albert-Jan take us on a hands-on tour through the art of crafting agents using Copilot Studio — a platform that puts flexibility and control back into the hands of developers. Whether you’re already knee-deep in API endpoints or just starting to explore conversational AI, this demo-packed walkthrough will show how you can go from “hmm, maybe” to ...| CloudAppie
Get ready to supercharge your skills during Microsoft Copilot Week! A free online event packed with webinars designed to help you achieve more with Microsoft Copilot. I’ll be kicking off Copilot Week with my own session, “Building Copilot Studio Plugins”, on Monday, April 7th at 11:00 CEST. In this session, you’ll discover what makes a Copilot Studio plugin, the different types you can build, and how to create your very first one. Whether you want your agent to reason over your conten...| CloudAppie
Are you ready to dive in and start building your own agents? Join us for a hands-on 75-minute workshop at the Microsoft AI tour in Utrecht where you’ll get a high-level overview of Copilot Studio and learn how to create and extend your own agents. By the end, you’ll have the skills to build agents connected to knowledge, extend them with actions, and use tools like Copilot Studio and custom connectors. Don’t miss out on this opportunity to learn and build!| CloudAppie
AI Agents Crash Course—Part 9 (with implementation).| Daily Dose of Data Science
AI Agents Crash Course—Part 6 (with implementation).| Daily Dose of Data Science
AI Agents Crash Course—Part 5 (with implementation).| Daily Dose of Data Science
AI Agents Crash Course—Part 4 (with implementation).| Daily Dose of Data Science
Microsoft Graph Connectors are awesome for brining external (un)structured data into the Microsoft Search experience. So you can use them to enhance the enterpr| CloudAppie
Game theory and decision theory for lots of interacting agents| The Dan MacKinlay stable of variably-well-consider’d enterprises
Figure 1 On rituals without (necessarily) faith. TBD Related: tribal bonding, mind altering substances. 1 Incoming Future Day 2025 – Science, Technology & the Future Wheal’s Homegrown Humans Newsletter Ritual Behavior, Habits, Human Culture, Religion, Civilization, Marriage, Death, Burning Man & Community | Dimitris Xygalatas | #75 (5) Psychedelics, Civilization, Religion, Death & Plant Medicine | Brian Muraresku | #1 Shamanism, Psychedelics, Social Behavior, Religion & Evolution of Huma...| The Dan MacKinlay stable of variably-well-consider’d enterprises
Figure 1 Notebook on the idea of human domestication. Possibly the opposite of being stroppy. Paul Christiano, What failure looks like Amongst the broader population, many folk already have a vague picture of the overall trajectory of the world and a vague sense that something has gone wrong. There may be significant populist pushes for reform, but in general these won’t be well-directed. Some states may really put on the brakes, but they will rapidly fall behind economically and militaril...| The Dan MacKinlay stable of variably-well-consider’d enterprises
