
Microsoft announced Copilot Actions, an experimental agentic feature for Windows that can automate tasks such as file organization, meeting scheduling, and email composition. The company warned that the feature is vulnerable to known large‑language‑model flaws, including hallucinations and prompt‑injection attacks that could lead to data exfiltration or malware installation, and advised only experienced users enable it. Security experts criticized the warning as insufficient, likening it to longstanding macro warnings and questioning Microsoft’s ability to let admins control or detect the feature, especially as beta features often become default. Microsoft said IT admins can toggle the feature via Intune or other MDM tools, but critics argue the safeguards rely on user prompts that are easily ignored.
Caught up with an old colleague running sales at an AI company at $50m ARR. 蘆♀️They're building out their sales team now紐♂️ The goal? 5 more humans, for a total of 8. Yup. Just 8 total. Too few? Probably. But they get 10,000+ leads a month, and want...

New research from @MIT! The following is going to change in my opinion as more people and companies realize the advantages of open models: "Closed models dominate, with on average 80% of monthly LLM tokens using closed models despite much higher...

Warner Music Group settled its copyright lawsuit with AI music startup Udio and simultaneously signed a licensing agreement for a generative‑AI music creation platform slated for launch in 2026. The service will let subscribers remix, cover, and compose new tracks...
Super excited to deepen our partnership with Microsoft. Thanks Scott Guthrie for this partnership which we announced together 8 years ago! Looking forward to the next decade together. Check out our Ignite video below.
Category disruption is certainly not reserved for the tech industry alone. Real disruption - the kind that changes market share - is definitely not a common thing, but it does happen in young categories or ones experiencing strong underlying growth...

Drone maker Antigravity showcased its new 360-degree A1 drone being piloted by Unitree’s G1 humanoid robot, demonstrating the drone’s intuitive Motion Controller and 8K immersive video capability. The $21,000 G1 robot, equipped with LiDAR and Intel RealSense depth sensors, appears...
I've built startups, raised millions, and exited for $169M. But nothing changed my definition of success like becoming a parent..... When Apollo was born in 2022, success took on an entirely new meaning. Before: ARR. Exits. Valuations. After: • Sleepless nights with m sons •...

People working on basic code and reset their Agent chats every 4-5 replies I envy you. Having to work on deep context design work and at about 100k tokens, LLMs start to get lazy / confused. I resorted to giving them...
OpenAI has launched GPT‑5.1‑Codex‑Max, a new agentic coding model that replaces GPT‑5.1‑Codex as the default in its Codex developer environment. The model introduces a compaction mechanism that enables long‑horizon reasoning across millions of tokens, cutting token usage by about 30%...

The North American Electric Reliability Corporation (NERC) warns that rising electricity demand from data centers could strain the grid during winter storms, with overall winter demand projected 2.5% higher than last year, reaching 20 GW. Data‑center growth in the Mid‑Atlantic, West,...
Meta just dropped SAM 3D, but more interestingly, they basically cracked the 3D data bottleneck that's been holding the field back for years. Manually creating or scanning 3D ground truth for the messy real world is basically impossible at scale. But what...
Oof. I feel like I've been on an AI hamster wheel. I think a lot of others have as well. I'm experimenting with a couple of ways to get out of it… The AI Hamster Wheel 1. New AI improvements come...
11 years after selling my first SaaS for $3M, and after building 3 agencies in between, I'm returning to the software space with SurveyGate. Ironically, I built it wrong the first time as a result of committing a cardinal SaaS sin:...

Microsoft announced new agentic AI features for Windows 11 Insider builds that can automate tasks such as email drafting and file sorting, but these capabilities are disabled by default and require user opt‑in. In a security advisory, the company warned that...
This seems small but is actually a huge win for GPT-5.1 When I talk to business users of ChatGPT, what they want is: 1) for ChatGPT to follow instructions, even negative ones - if you say 'never say the word...
While teaching a workshop this morning, I had a salesperson come up to me during a break and said, "Marcus, I don't do well with conflict. When a customer is upset, I freeze. Can you help?" This simple question led to...

OpenAI unveiled ChatGPT for Teachers, a dedicated workspace that gives educators unlimited access to the latest ChatGPT 5.1 Auto model, including search, file uploads, connectors, and image generation. The service, already deployed to 150,000 teachers across U.S. districts, features education‑grade privacy and...
SaaS vs. AI economics...hype or reality? The tweet below inspired my latest post and template. What growth do we need to see in an AI company to match SaaS economics or make it more attractive than a SaaS company? I modeled several...

In this episode, Krish Ramineni, co‑founder and CEO of Fireflies.ai, walks listeners through the evolution of AI‑powered meeting assistants—from early BERT‑based prototypes to today’s real‑time transcription and knowledge‑automation tools like Live Assist. He highlights key lessons about product‑market validation, the...
Fetch AI announced a trio of products—ASI:One, Fetch Business, and Agentverse—aimed at building an "Agentic Web" where personal AI assistants can securely coordinate with verified brand agents to execute multi‑step transactions. ASI:One serves as an orchestration layer that stores user...
Some of the most important conversations between agency and brand happen when performance is rough. Some agencies will lie to you and tell you what you want to hear. Good agencies will tell you the truth. Great agencies will tell you the truth...
I just spoke to a group of 130 CEOs, CMOs and CROs about my backwards approach to AI. And despite all the AI guys thinking it's stupid, I seem to be the only guy who has an autonomous business… and...

Amazon Prime Video is beta‑testing a new AI‑driven “Video Recap” feature for select U.S. original series, including *Tom Clancy’s Jack Ryan*, *Fallout*, *The Rig*, *Bosch* and *Upload*. The tool uses Amazon Bedrock models to analyze episodes, extract key scenes, and stitch them together...
Every great founder brand lives at the intersection of three forces: 1. Storytelling creates understanding. 2. Founder branding creates trust. 3. New media creates distribution. When those three align, everything compounds. Every launch, every post, every interview reinforces the same idea... Why this company exists...

Amazon Prime Video announced the beta rollout of AI-generated video recaps for select Prime Originals such as Fallout, Tom Clancy’s Jack Ryan, and Upload. The generative‑AI system stitches together narration, dialogue, and music to produce theatrical‑quality season summaries, building on last year’s text‑based...

Alex Lieberman and Arman Hezarkhani discuss Tenex's AI‑first consulting model that pays engineers by story‑point output instead of hours, enabling some to earn $1 million and delivering ten‑fold productivity gains. They explain how this incentive structure spurred rapid prototyping—building complex vision...
Some of our clients switched email platforms 6 months ago, and it changed everything. Before, they were stuck paying for bloated platforms with: → Features they never used → Flows that randomly broke → Support that took days to respond → Revenue leaking from unreliable...

In this episode, Sarah Guo talks with Sunday Robotics co‑founders Tony Zhao and Cheng Chi about the emerging "GPT moment" in AI robotics and their flagship product, Memo, a general‑intelligence home robot. They explain how diffusion policy, ACT/ALOHA frameworks, and...
What does an electrified, digitalized, AI-powered future look like? Here are 5 key takeaways from @SchneiderElectric Innovation Summit: 1. One Digital Grid: Adding 1,000-2,000 TWh of electricity per decade. Platform on Azure reduces outages 40%, cuts interconnection timelines 25% with AI-powered intelligence. 2....
This is exactly how you speak about a mistake, detail an outage, take responsibility, apologize earnestly, and build up trust. It adds a layer of concrete rather than chips away at what's left. Bravo to @eastdakota and the rest of the...
The AI bubble is not a bubble. It is a series of waves. Tried to tell you. The waves will continue for years. Surf is up. Catch the waves that you can. They are coming in tight sets today.

i liked this @karpathy post from a few months back, and put together a quick slide to show this visually https://t.co/cQCkYxmQsB
New Post: The Real Economics of SaaS versus AI Companies https://t.co/aFVSWCkg0j

Buried the lede a bit but our fully open source II Agent framework is now state of the art in Terminal Bench 2 using just Gemini 3! Congrats to team for amazing work & more coming the pipeline The best agents will...
1/ We’re making ChatGPT free for every teacher and school district in the U.S. for more than a year. Teachers are already some of the most creative AI users – this gives them space to explore, experiment, and bring those ideas...
Cortex🧠 from @ambral_ai brings an enterprise-grade AI Account Manager to every B2B customer. Congrats on the launch, @Sambrickman_ & Jack! https://t.co/bT7D6qk5iy https://t.co/QWKoc0nWu3

@dileeplearning As a fun example, here is one task from our study, where we asked humans and LLMs to both generate an output grid and the rule that describes the transformation. https://t.co/oNSXVyCzg8
"AGI is multimodal and reality is the dataset of AGI"
SaaStr AI Live: Whats Working in Marketing as AI runs GTM https://t.co/ZsGOSMSkwk

AI now exceeds human performance in most technical tasks — but humans still lead in multimodal reasoning 🧠 The next frontier isn’t about replacing humans, but amplifying how we think across data, images & language. Source: Stanford AI Index 2025 #AI #Innovation #FutureOfWork...

@dileeplearning Here's another example. See our paper for details. https://t.co/LvU16Oe45g

Congrats to @FerootSecurity on their $14M Series A! Feroot's AI agents scan sites in seconds to catch privacy violations before audits do. Their research has exposed data leaks across healthcare, banking, e-commerce, and government sites, and even influenced federal legislation. https://t.co/IFScs4Zvib
Learn how to build with AI!

One gift of parenthood is becoming so attuned to your child that you develop what feels like mild telepathy. How might brain-computer interfaces potentially allow us to expand and enrich this for the purpose of greater love and understanding? A...
Why #B2B boldness is a strategic – not a superficial – necessity https://t.co/N1rOXy6020
Gemini 3, are you freaking kidding me. Vibe coded a sign language recognition app with video enabled, confidence scores, sampling settings, and tips in under 5 minutes. Code written with Gemini-3. Gemini-2.5 handling detection. Video is sped up 2x. https://t.co/QT8TgjX8k9

droid changelog custom models for subagents are IN full changelog here: https://t.co/c5pzDR734B https://t.co/bS5sOOuzrQ
The New B2B Playbook to Guarantee ROI (with Eric Siu and Adam Robinson)) https://t.co/cf6xewyowH
Microsoft Unveils Tool to Help Companies Control, Track AI Agents | World DNA https://t.co/7eETFvDiA6 #AIAgent #artificial_intelligence #AI #Microsoft