
Anthropic has built a nine‑person societal impacts team to surface "inconvenient truths" about its AI systems. The group developed Clio, an internal analytics platform that tracks real‑time user interactions with Claude, uncovering misuse such as explicit pornographic content and coordinated SEO spam. Publishing these findings forced Anthropic to tighten its safety classifiers and adopt coordinated‑misuse monitoring. As the company’s valuation surged to roughly $350 billion, the team’s role highlights the tension between rapid profit‑driven growth and responsible AI stewardship.
I picked the wrong enemy. When I started ProductLed , I studied how great categories were built. - Inbound Marketers declared war on Outbound. - CROs fought against "gut-feeling" updates. - Content Marketers hated pure advertising. The pattern was clear:...

The article warns that AI’s need for massive, consolidated datasets turns former data silos into dense treasure troves, dramatically expanding the attack surface. More than three‑quarters of enterprises have already suffered AI‑related breaches, exposing them to regulatory penalties and reputational...
Growth is highly dependent on the conditions that surround us, and they are often a combination of factors. Take this global Share of Search example for Roborock and the robot vacuum category, where a strong upward trajectory in branded search...

AWS unveiled Frontier Agents at re:Invent 2025, a new class of autonomous AI agents that can tackle ambiguous, multi‑step problems without constant supervision. The agents are designed to scale, operate for extended periods, and improve through developer interaction. AWS introduced...

In this episode, Lenny Rachitsky introduces PostHog’s all‑in‑one product analytics platform and announces a free year of PostHog Scale (a $16,500 value) for annual newsletter subscribers. He highlights how PostHog combines analytics, experimentation, feature flags, session replay, error tracking, data...

In this episode the hosts dissect Gemini 3’s bold claims, its uncanny refusal to acknowledge the current year, and its impact on competitors like Nvidia, while also exploring the emerging threat of adversarial poetry as a universal jailbreak for large...
Craig Hewitt spent 100 days building SaaS with AI and documented everything on YouTube. I had Craig on the pod to share what he learned including: • The AI tools founders are actually winning with • The ones that are...
B2C invests in knowing their customers. B2B invests in… another feature. In B2C, it’s normal (expected) to put a substantial amount of marketing budget into customer research (sometimes as high as 25-50%!) Why? Because they know the truth most B2B...

SimilarWeb launches its Pro platform, delivering enterprise‑grade market intelligence that aggregates billions of digital signals into actionable insights. The suite covers traffic sources, keyword performance, affiliate networks, app engagement, and emerging GenAI search trends across over 100 million websites and 4 million...
The dangerous myth: more steps mean better qualified leads. I've been duped by this myth before as a Founder. So I'm sharing it here so it doesn't sabotage your pipeline generation efforts. 1. Optimizing for Vanity Metrics I watched Startup...

Joe Gagnon, CEO of Raynmaker, discussed on the Duct Tape Marketing Podcast how his AI‑native sales platform helps small businesses automate lead handling, scheduling, and payments. The solution blends conversational AI with workflow automation, offering 24/7 call coverage for $500‑$1,000...
Duck Creek Technologies has appointed veteran AI‑focused cloud leader Rajesh Raheja as its new Chief Technology Officer. Raheja, who brings more than two decades of experience in artificial intelligence, cloud architecture, and enterprise platforms, will steer the company’s global technology...
Entrepreneurs won BFCM, again. → Merchants’ sales globally were $14.6 billion, up 27% from last year → 81 million shoppers bought from Shopify-powered brands → 15,800+ entrepreneurs made their first sale → 136+ million packages tracked in the Shop App → 2.2 trillion edge requests →...
GIBO Holdings Limited, an AI‑generated animation platform, has signed a Core Partnership Agreement with Ricloud AI Inc., a global AI cloud infrastructure provider and NVIDIA Cloud Partner. The deal gives GIBO access to Ricloud’s high‑performance GPU‑powered data centers across Southeast...
Reality Defender, an award‑winning deepfake detection platform, has entered a strategic partnership with Law & Forensics, a global legal‑engineering firm. The collaboration embeds Reality Defender’s forensic‑grade AI verification directly into law‑firm workflows, enabling real‑time identification of synthetic audio, video, and...
L’Oréal’s AI Weapon Could Kill Traditional Beauty Industry Forever Personalised beauty via AI is no longer a concept — L’Oréal is using AI to craft custom skincare and experiences at scale. Could this spell the end of the traditional beauty...
Chris Robson explains that holiday promotions often fail because they prioritize short‑term sales over sustainable margins. He highlights two pricing concepts—price discrimination and the sales hangover effect—that can turn seasonal offers into growth engines. By segmenting customers and designing trade‑offs,...
SharpenCX, a provider of AI‑driven contact‑center solutions, announced its merger with Ytel, a California‑based cloud communications firm. The combined entity will launch a unified CX platform that merges SharpenCX’s intelligent agent technology with Ytel’s outbound capabilities, including programmable voice, messaging,...
In this episode, Mayor Tim Kelly of Chattanooga and Angie Cooper, President of Heartland Forward, discuss how AI is transforming education and the workforce in Tennessee, highlighting the city’s practical AI initiatives that enhance residents’ daily lives. They explore the...
Eagle Eye, a SaaS and AI platform for loyalty and omnichannel marketing, announced a series of executive promotions across its Asia‑Pacific operations. Caitlin Stephens was elevated to Chief of Staff, joining other newly appointed regional leaders. The changes come as...
IONOS is offering its mid‑range Plus website‑builder plan for just $1 per month for a 12‑month commitment, a steep cut from the regular $22 price. The plan bundles AI‑driven page generation, text and image tools, SEO assistance, site analytics, and...

Bid‑smart adtech company Preciso announced a strategic alliance with the Shenzhen Artificial Intelligence Industry Association (SAIIA), joining as an official vice‑president enterprise member. The partnership links Preciso to Shenzhen, one of the world’s premier AI hubs, giving it direct access...
Domino’s Pizza, Samsung Ads, and agency Havas launched Europe’s first campaign using Samsung Ads’ GameBreaks interactive ad unit on connected‑TV. The format replaces traditional video spots with a playable trivia game that asks pizza‑related questions. Early metrics show the ad...
Getty Images sued Stable Diffusion (Stability AI) in the UK and many expected this case to finally answer a big question: "Is training AI on copyrighted data illegal?" But the outcome surprised everyone. Getty claimed millions of their photos were used during training and...
It was great speaking with Dorien Morin-van Dam about AI, sales enablement, and modern marketing. I shared practical, step-by-step tips on collaborating with sales teams and using AI effectively in marketing. Take a listen while you work! 🤩 #B2BMarketing #salesenablement...

Recent studies reveal that large language models (LLMs) often reach correct answers for the wrong reasons, exposing critical reasoning flaws. Researchers introduced the KaBLE benchmark, showing that while newer models exceed 90% accuracy on factual verification, they dip to 62%...
In this Hot Take Tuesday episode, Jordan Wilson debunks three viral AI myths of 2025: the claim that Anthropic has overtaken OpenAI in enterprise adoption, the assertion that 95% of AI pilots fail, and the notion that half of the...
Here are 5 cognitive biases that quietly drive most of your conversions: 1. Loss Aversion: People fight harder to avoid pain than gain pleasure. 2. Mere Exposure Effect: The more often someone sees you, the more they trust you. 3. Authority Bias: If it sounds like expertise, people...
Most brands start January cold. Cold lists, customers, and ad performance. But what they miss is the December goldmine: thousands of warm buyers just waiting for a reason to come back. Here's the move: • Segment December buyers • Score by SKU, AOV, and timing •...
Researchers at MiroMind AI and partner universities introduced OpenMMReasoner, a two‑stage training framework that first fine‑tunes a base vision‑language model on a curated, high‑quality dataset and then applies reinforcement learning to sharpen multimodal reasoning. The approach achieves state‑of‑the‑art performance on...
Most brands treat BFCM like a cooldown lap when it should be a launchpad. The 14 days after BFCM are when your warmest traffic is still lingering: • Cart abandoners • First-time buyers • Engaged lurkers who didn’t convert If you go quiet or keep...

Raspberry Pi announced price hikes across its single‑board computer lineup, with the 16 GB Raspberry Pi 5 climbing from $120 to $145 and other models seeing $5‑$25 increases. The company also introduced a new 1 GB Raspberry Pi 5 variant priced at $45. CEO...

Researchers from MIT, Northeastern and Meta showed that large language models often prioritize sentence structure over meaning, a phenomenon they call “syntax hacking.” By feeding syntactically correct but semantically nonsensical prompts, models like OLMo‑2‑13B‑Instruct still produced domain‑specific answers, revealing a...
Software‑as‑a‑Service (SaaS) has matured from early ASP models to a dominant cloud delivery framework, and its definition is now being refreshed to reflect pervasive AI integration. SaaS Capital’s leadership argues that the industry should be called Subscription‑ai‑and‑Software, highlighting that AI...

A new wave of the Glassworm campaign has resurfaced, introducing 24 malicious extensions to both the Microsoft Visual Studio Marketplace and the OpenVSX Registry. The extensions conceal the Lumma infostealer using invisible Unicode characters, targeting GitHub, npm, OpenVSX accounts and...
This is an interesting turn of events. The Information reports that on Monday, “OpenAI CEO Sam Altman told employees he was declaring a ‘code red’ to marshall more resources to improve ChatGPT as threats rise from Google and other artificial...
Brickwise (@brickwise_ai) is an AI property manager that fully automates maintenance for landlords and real estate agents. Tenants can send a photo, describe the issue, and Brickwise diagnoses, troubleshoots, schedules contractors, and resolves the problem automatically. https://t.co/kCmJp6XptH
AiPPT.com unveiled its fully upgraded platform, positioning it as a next‑generation AI‑native workstation for professionals, educators, and digital creators. The new suite embeds advanced generative AI models and multimodal creation tools that handle text, images, audio, and video within a...
Our company @cusp_ai is incredibly excited to welcome globally renowned researcher in materials science Professor Aaron Walsh as our Chief Scientific Officer. https://t.co/BsJrGK5gt8
Awesomesauce from FAIR-Paris' very first PhD graduate @neilzegh and his team at @GradiumAI
Linkhome Holdings unveiled Linkhome AI Ads, an artificial‑intelligence‑driven advertising platform that leverages the company’s multimodal real‑estate AI model. The service introduces a novel "Pay for Closing" pricing structure, where advertisers pay only when a transaction closes. This launch is a...
PaayaTech has officially rebranded its flagship enterprise platform CorpSync, unveiling a fresh visual identity and a dedicated website. The solution continues to automate Outlook email signatures, legal disclaimers, and contact synchronization for large organizations. The rebrand highlights rapid adoption across...
Swiss data protection officers have warned public agencies against using Microsoft 365, Amazon Web Services, and Google Cloud, citing insufficient end‑to‑end encryption. They argue that US‑based SaaS providers remain vulnerable to the US Cloud Act, which can compel data disclosure even when...
Anthropic dropped the best free masterclass on prompt engineering 🔥 https://t.co/S2Lao4kcWq
ive used cursor for a month maybe. claude code for like a couple of weeks. never used windsurf. these days im exploring antigravity but the constant has always been github copilot: from the early days when i got beta access...
BigID unveiled Agentic AI Remediation, an AI‑driven tool that automates data‑exposure fixes for security analysts and data owners. The capability leverages real‑time data intelligence to suggest and execute remediation actions, cutting the time needed to address alerts. By integrating with...
PageProof has released a new add‑on that embeds its online proofing platform directly into Adobe Express. The integration lets creative teams capture feedback, manage version control, and run structured approval workflows without leaving the Express environment. Designed for enterprises, agencies,...
iQuanti and Profound have formed a strategic alliance to launch a full‑funnel Answer Engine Optimization (AEO) platform, also dubbed Generative Engine Optimization (GEO). The partnership merges iQuanti’s data‑driven marketing analytics with Profound’s AI visibility intelligence, creating a solution that measures...