Know What's Happening in AI
Know What's Happening in AI
Meta adds $21B AI spend with CoreWeave, lifting total partnership to $35.2B
Meta announced an additional $21 billion commitment to AI cloud provider CoreWeave, taking the total partnership value to $35.2 billion. The five‑year deal, running from 2027 to 2032, expands on an earlier $14.2 billion agreement and will use CoreWeave’s Nvidia‑GPU‑dense data centers to power Meta’s growing AI workloads, including the Muse Spark model.
Also developing:
Aptean announced the acquisition of OpsVeda, an AI‑powered operations command center, to integrate with its recently acquired Logility supply‑chain platform. The deal adds a real‑time, agentic execution layer that bridges planning and execution, enabling continuous AI‑driven orchestration across the supply chain. OpsVeda’s composable architecture will extend Logility’s demand‑supply‑inventory optimization with live data observation and prescriptive actions. The combined solution aims to eliminate blind spots, accelerate decisions, and boost agility for manufacturers and distributors worldwide.
More AI users need to hear this: prompting AI better might not be the skill that matters most in 2026. For the last three years, we've been the one doing the prompting: "Write this email”, "Make me a meal plan”,...
A security feature launch tweet by Claude wiped out $15B in cybersecurity stocks. AI is eating SaaS. Here’s what this means for the future of SaaS: Cybersecurity names like CrowdStrike, Palo Alto Networks, and Zscaler fell after Anthropic showed Claude...
Aptean announced the launch of Paragon Route 360 on its AppCentral platform, delivering an AI‑native routing and scheduling solution for logistics teams. The software offers continuous schedules, an AI Routing Assistant that accepts natural‑language commands, and AI agents that automate...
Pure AI-generated content has no clear copyright protection. Without that protection, an emerging generation of AI storytellers has no business model. Two creators—Kavan Cardoza aka @Kavanthekid and Josh Wallace Kerrigan aka @NeuralViz " —found a solution: photograph yourself, perform every character,...
Cisco launched the AI Technical Practitioner (AITECH) certification, a role‑oriented credential that validates applied AI skills for infrastructure professionals. The 60‑minute 800‑110 exam covers generative AI, prompt engineering, ethics, security, data analysis, and workflow automation. AITECH targets network engineers, AIOps...
A growing body of academic research shows that AI hallucinations in legal research are both common and systematic, with general‑purpose models like GPT‑4 fabricating or mischaracterizing authority in over half of pure‑question queries. Specialized, retrieval‑augmented tools such as Lexis+ AI and...
Aptean unveiled Aptean Fashion & Apparel, an AI‑driven operations platform built on Microsoft Dynamics 365 Business Central and the AppCentral agentic AI layer. The solution embeds apparel‑specific intelligence, allowing brands and wholesalers to ask plain‑language questions and receive real‑time decisions...
The article urges marketers to shift from CPM and traditional CPA models to Cost‑Per‑Sale (CPS) pricing, leveraging AI‑driven personalization, real‑time A/B testing, and predictive analytics. Recent AI advances have improved conversion rate optimization, allowing campaigns to predict and deliver higher...
The guide outlines a disciplined engineering approach to embedding AI chatbots within existing applications, treating the bot as an interaction adapter rather than a core decision engine. It details a four‑layer architecture—client, backend orchestration, language processing, and data sources—plus a...
Enterprises have poured $30‑40 billion into generative AI, yet 95% see little measurable ROI, according to MIT NANDA’s 2025 report. The failure is attributed to reliability gaps as AI moves from conversational assistance to transaction approval and workflow automation. Quarrio introduced...
Straight from @Shopify's latest partner briefing: - AI agents are pulling the first ~6,000 characters of your product descriptions as their source of truth. - Meta descriptions, SEO titles, theme presentation logic, none of it gets touched. - If your product...
There is one major barrier blocking AI from truly reshaping biology and no one is talking about it. Biology is not static. Most AI breakthroughs so far have treated proteins, cells, and systems as frozen objects. That abstraction worked to get...
Inception Labs unveiled Mercury 2, the first diffusion‑based language reasoning model, claiming dramatic speed and cost advantages over leading models. The model generates 1,009 tokens per second with 1.7‑second end‑to‑end latency, beating Gemini 3 Flash and Claude Haiku on latency while delivering comparable benchmark...
Barndoor.ai unveiled Venn.ai, an agentic AI platform that grants controlled, permissioned access to a wide range of workplace applications such as Salesforce, Jira, Google Workspace, and Notion. The service enables AI agents to perform read‑write actions—updating records, sending messages, and...
AI/R announced that its Llia AI agent for recruitment operations is now available in the Microsoft Marketplace. The solution integrates directly with Azure and other Microsoft services, allowing customers to deploy the agent with minimal friction. Llia uses large language...
“60 seconds to value? That’s impossible for my product.” I hear this every time I talk about WARP. Here’s what I tell them: Cursor writes complex code in seconds. Midjourney creates complex art in seconds. Lovable builds entire applications in...
Alibaba’s Qwen team unveiled the Qwen 3.5 Medium series, including 35B‑A3B, 27B, and 122B‑A10B models that rely on Mixture‑of‑Experts and reinforcement learning. The 35B‑A3B model activates only 3 billion parameters yet outperforms the older 235 billion‑parameter Qwen‑3, demonstrating a new efficiency frontier. Qwen 3.5‑Flash...
𝚗𝚙𝚖 𝚒 𝚌𝚑𝚊𝚝 Every company will have an agentic interface. But it won't just be on your turf, your .𝚌𝚘𝚖. It'll also be on @slack, @discord, @microsoftteams, @googleworkspace, and more. I was at a hackathon in SF the other day and I...
My take: CIOs are not (yet) showing any interesting in vibe coding or spec coding their own CRM or ERP. However, there is appetite — and growing quickly — for using AI to much more seamlessly integrate other systems with core...
The episode examines the escalating competition between Anthropic and OpenAI to dominate the enterprise AI market, focusing on each company's recent strategies for deploying AI agents within organizations. Anthropic unveiled an aggressive enterprise agent program that offers pre‑built, department‑specific AI...
Profound is a GenAI‑powered marketing intelligence platform that gives enterprise brands real‑time visibility into how they appear across AI‑driven discovery channels. The solution combines analytics, competitive intelligence and actionable recommendations across the entire GenAI ecosystem. Founded by Albert Malikov, the...
one of the most impressive teams in AI I’ve ever been honored to meet. going to their christmas party last year was a big “oh wow…. they are assembling some low key legends up and down the stack” moment for...
In a private meeting with Rome clergy, Pope Leo XIV urged priests to stop drafting homilies with ChatGPT or any artificial‑intelligence tool. He argued that reliance on AI erodes the mental discipline needed to convey genuine faith, likening it to...
An independent audit by the Australian Research Council’s Centre of Excellence for Automated Decision‑Making and Society found that nearly one‑third of federal agencies have failed to meet mandatory AI usage disclosure requirements. The probe highlights widespread non‑compliance with transparency rules...
AI integrations increasingly drift as independent teams modify contracts, causing silent performance degradation despite healthy dashboards. The article highlights schema fingerprinting as a low‑cost early warning and proposes a four‑layer architecture—static contract validation, pre‑production synthetic testing, runtime drift detection, and...
Hey marketers, want more wins with AI summaries and citations? Yeah, me too. Here are two simple actions we've seen work really well with clients over the last 90 days: 1. Include a TLDR summary to start EVERY blog article...
DeepMind researchers propose an "intelligent AI delegation" framework to govern how autonomous AI agents assign tasks to each other and to humans. The model adapts organizational theory, treating AI delegation as a principal‑agent problem and emphasizing verifiable outcomes, decentralized smart‑contract...
Generative AI is eroding the traditional value of cover letters by dramatically lowering the cost of producing tailored applications. A Freelancer.com working paper shows AI‑generated letters improve interview rates but diminish their predictive power as a quality signal. Researchers find...
Carnegie Mellon University Africa researchers introduced an ethnicity‑aware preprocessing pipeline for face presentation‑attack detection (PAD) that adapts brightness and gamma correction to different skin tones. Using local binary patterns (LBPs) and a balanced stochastic gradient descent classifier, they trained and...
TitanX CEO Joey Gilkey argues that outbound sales must abandon volume‑driven dialing for an intent‑driven model powered by Phone Intent™ and AI. By aggregating behavioral signals, Phone Intent predicts which prospects will answer, raising connect rates from industry‑low 3% to...
Two bipartisan bills—the TRAIN Act and the CLEAR Act—are moving through Congress to increase transparency around copyrighted material used in generative AI training. The TRAIN Act would let copyright owners obtain data disclosures via administrative subpoenas after suspecting infringement, while...
CMS has issued a Request for Information to explore AI solutions that could transform Medicare’s digital and voice interactions. The agency aims to use predictive analytics, chatbots, virtual assistants, and AI‑driven call‑center tools to deliver personalized plan recommendations and 24/7...
How to build autonomous AI agents in 2026 👇 1️⃣ Define the job 2️⃣ Choose model (Rule / LLM+Tools / Hybrid) 3️⃣ Embed via APIs 4️⃣ Enable goal-based autonomy 5️⃣ Add safety controls 6️⃣ Track ROI & optimize AI isn’t just chat anymore. It’s embedded, autonomous, and operational....
The Firebreaks project responds to a Carnegie Corporation call to curb emerging AI‑driven nuclear risks. Led by the Arms Control Association, Berkeley Risk and Security Lab, and the European Leadership Network, the initiative maps how artificial intelligence could intersect with...
AI as a part of your messaging is no longer a differentiator, yet so many brands continue to lead with "AI . . . " Unless you can show how AI is going to help your customers address their problems,...
CLIs are super exciting precisely because they are a "legacy" technology, which means AI agents can natively and easily use them, combine them, interact with them via the entire terminal toolkit. E.g ask your Claude/Codex agent to install this new Polymarket...
United Real Estate has launched BullseyeAI, an AI‑powered productivity suite that combines a large language model, conversational assistant and automated agents, offered to affiliates at no extra cost. The platform can manage contacts, draft messages, assign leads and run email...
A lot of the current discourse about AI comes from a fatalistic position of total surrender of agency: "tech is moving in this direction and there's nothing anyone can do about it" (suspiciously convenient for those who stand to benefit...
Asked Opus 4.6 to design an SOC2‑compliant auth service from zero. It came back with 35 issues. Pilot’s job now is to deliver them. Estimated cost: ~$4. Estimated time: ~1 hour + ~10 minutes of cleanup. --- Devs only have jobs until I get better...
At the 2025 RISC‑V Summit, DeepComputing CEO Yuning Liang argued that AI will shift from cloud‑centric models to on‑device intelligence, leveraging aggressive quantization to run multiple models on a smartphone. He envisions a lightweight AI operating system that orchestrates models,...
Most engineering teams have no idea how bad their AI code reviewer actually is. @Entelligence benchmarked 8 tools on real PRs. F1 scores. No demos, no vibes. The gap between #1 and last place is 34 percentage points. THIRTY FOUR. If that doesn't make...
Before asking for more data, ask this: What would it take to change your mind? If the answer is “nothing,” no evidence is appropriate. If the answer is unclear, no amount of analysis will help. This is why expensive AI...
OpenAI announced the acquisition of OpenClaw and the hiring of veteran engineer Peter Steinberger. The move aims to accelerate development of next‑generation personal AI agents and embed multi‑agent capabilities into OpenAI’s core offerings. OpenClaw will be transitioned to an open‑source...
I've watched hundreds of founders quit their jobs too early and go broke. They all made the same mistake: No systems. AI now makes that inexcusable. Most founders think the hard part is quitting their job. The hard part is building...
THIS is the feature I’ve been waiting for. I work from my phone for hours every day. Remote Control is about to turn me into a Claude Code maniac.
RT One bad AI release can undo months of trust. Treat agents like critical systems: identity, least privilege, data governance, and safety controls must be non-negotiable before going to production. #AIGovernance #DevOps @Star_CIO https://t.co/1tg10UmJNv
It turns out that tech output productivity has tilted up sharply the last couple of years. It’s clear that there is now a new ghost in the machine. And it looks a whole lot like an LLM. https://t.co/L5RyHkXXgh
AI literacy isn't about moonshots; it's about pairing a practical ROI-focused roadmap with a bold long-term vision your organization can actually execute on. #AILiteracy #Leadership #CIO https://t.co/aiB5P99ido
As a rare climate scientist working in Silicon Valley, I've been drinking from the AI firehose a lot more than my peers. I thought it would be helpful to lay out my experiences of both the promise and pitfalls of...
