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How New Heuristics Are Reshaping the Creative Process Between Humans andMachines Image generated byChatGPT When the wave of generativeAI tools began flooding the market, I must confess my reaction was mixed: a sense of fascination for the possibilities and concern for the ethical challenges looming on the horizon.
De-risking your 2025 initiatives Why every intelligent app must start with a PoC By Jill Antweiler Posted in Product Published on: January 15, 2025 Last update: January 15, 2025 As we settle into 2025, many executives are eyeing ambitious initiatives to leverage new technologies and drive innovation.
During our conversation, Carmel described several experiments they conducted to validate the effectiveness of their AI approach. Experimental Approach One of their key experiments involved a blind testing methodology. Authenticity – How true was the need to what customers actually said?
Teresa Torres: I think we’re seeing a lot of this across the industry in all roles related to generativeAI. You get this benefit of bringing all the teams along and you get visibility in people sharing their work, showing the interview snapshots or showing their opportunity space or showing their assumption test plans.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation metrics for at-scale production guardrails.
8 AI trends that will define product development By Greg Sterndale Posted in Digital Transformation , Product Published on: February 12, 2025 Last update: February 10, 2025 From modular architecture to agentic AI How product development will evolve in 2025 & beyond In product development, change is the only constant.
Whether you are writing product requirements, translating those requirements into a visual experience, or actually coding the damn thing, AI is there to help. According to Gartner, 70% of new applications will be developed using low-code or no-code platforms by 2025 , up from less than 25% in 2020. UX generation.
Rather than building and maintaining a large inhouse team, businesses partner with specialized vendors to handle design, development, testing, and deployment. According to Statista, the global IT outsourcing market is projected to exceed $591billion by 2025, reflecting a compound annual growth rate of 5.1percent.
Source: McKinsey Global Surveys on the state of AI The years 2023–2024 saw an explosion of interest in generativeAI (GenAI) — AI that can produce human-like text, code, images, etc. And banking has been at the forefront of deploying generativeAI compared to other sectors.
As I dig in to recap what I saw and learned at the AI Engineer World’s Fair 2025 in San Francisco , I was forced to face my failure to write consistently – a failure that dates back almost exactly a year, to June 12, 2024. P.S.: In June 2025, Cursor and LLMs are vastly better at writing Markdown than a year ago.
During our conversation, Carmel described several experiments they conducted to validate the effectiveness of their AI approach. Experimental Approach One of their key experiments involved a blind testing methodology. Authenticity – How true was the need to what customers actually said?
” “I’m hearing that our old test harness is costing the team lots of time. “We started building XYZ in 2023, with your agreement and Board approval, because we see current product revenue flattening in early 2025. But it might rear its ugly head again.
Welcome to 2025! Tweet This 2025: The Plan for the Year Ahead As Ive written about several times in the past, my North Star metric at Product Talk is to increase the number of product teams who adopt continuous discovery. In 2025, Ill be focusing on two key themes to support this goal: accessibility and genuine connection.
For a moment, Ill dedicate this section to OpenAIs ChatGPT since it popularised the idea of GenerativeAI chatbots and has become a generic brand name for AI tomany. Publications From an academic perspective, Google has been very open about its efforts in AI.
Why your AI strategy is stalling And how to fix it By Patrick Sheridan Posted in AI Transformation , Modernization Published on: May 23, 2025 Last update: May 23, 2025 Youve run a few AI pilots. The EU AI Act and similar frameworks demand far more rigor around data privacy, transparency, and usage.
Consider the generativeAI revolution: in under two years, entire product categories, from content generation to software development tooling, are being reshaped. Teams that had explored scenarios around AI-human collaboration were better positioned to respond with new offerings and responsible guidelines.
After years of building AI products, I’ve noticed something surprising: every PM building with generativeAI obsesses over crafting better prompts and using the latest LLM, yet almost no one masters the hidden lever behind every exceptional AI product: evaluations. You can find Aman on X , LinkedIn , and Substack.
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