
Elloe AI founder Owen Sakawa pitched his platform as an “immune system” for artificial‑intelligence, a layer that sits on top of any large language model to filter bias, hallucinations, errors, misinformation and compliance breaches. The startup, a Top 20 finalist in TechCrunch Disrupt 2025’s Startup Battlefield, offers an API/SDK that applies three sequential “anchors”: fact‑checking against verifiable sources, regulatory screening for rules such as HIPAA and GDPR, and an audit‑trail that records decision provenance and confidence scores. Unlike a competing LLM, Elloe AI’s engine uses machine‑learning techniques plus a human‑in‑the‑loop to stay current on evolving data‑privacy laws. The system is positioned as an infrastructure add‑on that can be plugged into any LLM pipeline to provide real‑time safety nets.

🎙️ New article published: “𝗜𝗻𝘀𝗶𝗱𝗲 𝗟𝗮𝗿𝗴𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹𝘀: 𝗧𝗵𝗲 𝗔𝗜 𝗧𝗵𝗮𝘁 𝗨𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱𝘀, 𝗦𝗽𝗲𝗮𝗸𝘀, 𝗮𝗻𝗱 𝗖𝗿𝗲𝗮𝘁𝗲𝘀” At the core of today’s most powerful AI applications are Large Language Models (LLMs). We use them daily—often without realizing it—but how many truly understand what powers...

Coveware’s Q3 2025 report shows the ransom‑payment rate fell to a record low of 23 % of all ransomware victims, down sharply from previous quarters. The average ransom dropped 66 % to $376,941 and the median to $140,000, while data‑exfiltration‑only attacks saw only...

Vinod Khosla, founder of Khosla Ventures, proposed that the U.S. government acquire a 10% equity stake in every public company and redistribute the proceeds to citizens as a way to share the wealth generated by artificial general intelligence (AGI). He...
Almost every brand will need to rebuild their marketing funnel from the ground up. Alex Sherman, CEO of @Bluefish_AI, explains how brands are adapting to AI: “Marketers have always split budgets between organic and paid, but AI is forcing a rethink. What’s...

You don't resolve a flawed strategy by excessively committing to ineffective OKRs. If your team is focused on metrics without a clear path to victory, it’s not about execution—it’s about evasion. In this edition of Playing to Win, we explore why...
Robot breakthrough. This is why the 12,000 workers at @Tesla's Fremont Factory are so important. I hear groups of them are training the robots, doing tasks over and over to give its simulator enough data to help it build very advanced...
GitHub unveiled Agent HQ at its Universe 2025 conference, turning the platform into a unified control plane that lets enterprises manage AI coding agents from Anthropic, OpenAI, Google, Cognition, xAI and others within a single interface. The service, bundled with...

Decagon, founded in late 2023, scaled to eight‑figure ARR in roughly 18 months by selling AI customer‑service agents to major enterprises including Hertz and Chime, claiming roughly $800K in annual savings for every $250K spent. Backed by Accel at Series...

Just saw the MiniMax-M2 benchmarks, and the performance is too good to ignore :). So, I just amended my "The Big LLM Architecture Comparison" with entry number 13! 1️⃣ Full attention modules: As shown in the overview figure below, I grouped...

Forrester forecasts three pivotal 2026 trends in digital commerce driven by generative AI. First, five leading US or European brands will build unified "agentic commerce" experiences that handle returns, exchanges, logistics, payments and product recommendations in a single AI‑driven interface,...
On SaaStr’s own little sales team, “outbound” from humans has still crushed “outbound” developed by our AI SDRs But the nuance is >whichSDR< we’ve ever had But the best AEs have still brought in deals the AI SDRs never would have, and...
In this AI Chitchat episode, we sit down with Fernando from Liquid AI to unpack the rise of small language models (SLMs) and why architecture + data now matters more than raw parameter counts. We cover hybrid transformer/convolutional designs, neural...
Jony Ive is having to eat his words, I learned from an industry leader last night who has inside connections to @OpenAI. Can't disclose who it is, but he says that OpenAI is readying a full court consumer products push...

Not all engagement is created equal. A “like” is polite. A comment starts a conversation. A share with perspective? That’s influence in action. In her latest article, @GageGrammer explores why engagement is more than metrics—it’s the story your audience tells about your brand. From...
A huge robotics bubble forming? Learned last night at the @1x_tech party from an investor that @UnitreeRobotics is preparing a public offering, but that USA investors are being rebuffed. The guy I talked to wanted to put in $200 million and...
AccuLynx, the leading provider of all‑in‑one business‑management software for roofing contractors, unveiled a new suite of analytics and mobile tools designed to streamline operations and surface actionable insights. The upgrade adds real‑time dashboards, predictive performance metrics and an enhanced iOS/Android...
Newline Interactive launched the DSX Series, a new line of professional displays that combine high brightness, adjustable orientation and integrated content‑management tools. The DSX Series is positioned as a versatile solution for visual communication across corporate, education and public‑venue settings....
Jakub and I are going to do a livestream and answer questions today at 10:30 am pacific. We have a lot of things to talk about--of course we will cover our new corporate structure, but we will also discuss our new...

Sapiens International announced the launch of Decision Analytics, a new module in its Sapiens Decision Platform that gives enterprises real‑time visibility into automated decision processes and outcomes. The tool captures detailed execution data, links it to analytics and BI environments,...
Ocrolus unveiled Encore, a double opt‑in borrower intelligence sharing platform designed to streamline cash‑flow data exchange for small‑business financing. The service builds on Ocrolus’s AI‑driven analytics infrastructure that already powers credit‑scoring models for more than 175 lenders since 2016. By...

Jason Lemkin explains that SaaStr has replaced departing employees with AI agents as a routine backfill, not as a cost‑cutting layoff, and now runs over 20 agents covering sales, marketing, support, RevOps and operations. He notes that AI agents require...
BrowserStack unveiled its Accessibility Issue Detection Agent, an AI‑driven tool that emulates human judgment to spot accessibility flaws that conventional automated scanners miss. The new agent is part of BrowserStack’s broader accessibility suite and is designed to work across web...

OneTrust has earned validated Databricks Technology Partner status, embedding its AI‑ready governance platform directly into the Databricks Data Intelligence Platform and Unity Catalog. The integration lets data and AI teams operationalize responsible AI at scale, providing real‑time risk monitoring, consent...
.@Jacob_Heller is the co-founder & CEO of Casetext, the AI legal startup behind CoCounsel, which was acquired by Thomson Reuters for $650 million. In his talk at AI Startup School, he shared how his team did it—from picking the right idea...
Stelo announced that its Data Replicator product is now listed on the Google Cloud Marketplace, enabling organizations to purchase and deploy the solution directly from their existing Google Cloud accounts. The offering simplifies enterprise data mirroring and streaming by eliminating...

Workato announced the Enterprise MCP, a new offering that lets SaaS platforms make their products agent‑ready without rewriting code, turning existing workflows, integrations and APIs into multi‑step skills callable by LLM‑based agents such as ChatGPT, Claude, Gemini and Cursor. The...

At LocWorld54 in Monterey, localization leaders argued that the function is moving from a cost center to a strategic AI powerhouse, showcasing sessions on making large language models reason like linguists, SPA‑RAG for targeted generation, and operationalizing enterprise‑scale AI translation....
OpenAI has finalized its for‑profit restructuring, converting its for‑profit arm into a public benefit corporation (OpenAI Group PBC) while the nonprofit OpenAI Foundation retains an equity stake valued at roughly $130 billion and continues oversight. The restructuring is paired with a...

Later, the enterprise influencer‑marketing platform, unveiled Later EdgeAI, an AI‑native engine trained on more than a decade of data covering 16 million creators, 136 billion annual impressions, over 1 billion Linkin.bio transactions and $2 billion in verified influencer‑driven purchases. The solution predicts campaign performance, identifies...

🚀 The Future of Enterprise Transformation Starts Now 🔍 Harnessing Agentic AI and Model Context Protocol (MCP) for Sustainable Growth 🔹 Businesses are entering a new era driven by autonomy, security, and intelligent adaptability. 🔹 Agentic AI and MCP are redefining...
Trying the new “control” features in generative video tools https://t.co/vRDrz0B7zf
🦜Parrot (https://t.co/Vp7Z5oZ6Zj) is taking down Duolingo. Parrot is the TikTok for language learning - $715K ARR, doubling every two months. They're turning scrolling into learning. https://t.co/KR8mBvZS29 Congrats on the launch, @byAmirHanna, @TheErikDahl, and @JuliAndreeaH!
your screen now understands how you move in virtual worlds

Great to see the shoutout from Jensen @nvidia for open-source AI & @huggingface. Open-source is the foundation of AI and we need much more of it in the US & around the world! https://t.co/kFtBAPbqZi

Congrats to @NelsonRay18966, @benrk100, @szymczyk06, and @salespatriot_ on their $5M seed! SalesPatriot is building the next-generation procurement platform for defense and aerospace – replacing decades-old systems with an AI-native platform that helps suppliers quote 7x faster. https://t.co/w4SUzjaqRh
If an AI tool creates motion without movement, it’s research. When it compresses a release cycle, trims spend, or expands revenue, it becomes infrastructure.
AI is a multiplier, not a miracle. Your data makes or breaks it.
#B2B brands on avoiding social media’s ‘sea of blandness’ https://t.co/gBIgUn2XoD
I'm hearing the same. That we are in a lull right now and that breakthroughs are coming. I'm uploading two videos with @blevlabs right now. He has one, and there are others. The videos are long, but worthy to see...
Best face swap method in ai right now? Progress got nuked during the deepfake drama and I have about 6 minutes of generated footage with a slightly off face that needs a reliable fix
Does AI make it easier to “create a category” as a bootstrapper? Tune in to find out 👇
Evergreen topics drop in value while additive content gains. https://t.co/eFIJadRsK1 via @Kevin_Indig, @sejournal
Congrats to @aquariusacquah, @michaelssilver, and the @joinkaizen team on their $4M seed! Kaizen allows companies to deploy complex browser automation in minutes instead of weeks. Kaizen powers critical automation in healthcare, finance, and logistics.
Researchers at Beijing Academy of Artificial Intelligence (BAAI) trained a Unitree G1 to pull a 1,400 kg car. https://t.co/uC9Xxw5Jap #unitreeg1 #Robotics #humanoid #AI @RLDI_Lamy @Ronald_vanLoon @baski_LA @labordeolivier @TysonLester
Congrats to @HenrikTaro, @LudvigSwanstrom, and @VesenceAI on their $9M seed! Vesence brings AI agents to Microsoft Office for law firms. Built for accuracy and quality control, Vesence helps lawyers avoid costly mistakes across Word & Outlook, already seeing 90% weekly...
If you aren’t sure how to get to $100m ARR, just get to $1m ARR Then just ask your customers They will basically tell you
1/ Hey Brazil, ChatGPT Go is now available for just R$39,99 per month — a more affordable way to use our advanced AI tool. https://t.co/UcfuEreIhg
There was a “seats” hangover after the 2021 bubble There will be a “credits” hangover after the 2025 bubble
OpenAI conversion to PBC https://t.co/3tdPRWR4DU