We Analyzed 8,566 Keywords Across 14 SaaS Domains to Measure Reddit’s Impact on B2B Search… Here’s What We Found
A recent analysis of 8,566 keywords across 14 SaaS domains shows Reddit now frequently outranks B2B vendors in organic search. Reddit appears in the top three positions for 40‑45% of keywords and beats every competitor on more than half of shared terms in three of four verticals, capturing nearly one million monthly searches. The advantage is strongest for generic, long‑tail queries and high‑value CPC keywords, driven by just five dominant subreddits. Companies that invest in educational, long‑tail content and authentic Reddit participation can mitigate the threat, as demonstrated by the UCaaS vertical.
Stanford Researchers Release OpenJarvis: A Local-First Framework for Building On-Device Personal AI Agents with Tools, Memory, and Learning
Stanford’s Scaling Intelligence Lab released OpenJarvis, an open‑source framework for building personal AI agents that run entirely on a user’s device. The platform introduces a five‑primitives architecture—Intelligence, Engine, Agents, Tools & Memory, and Learning—to modularize model selection, inference runtime, agent behavior, tool...
Vercel Fuels Notion’s Rise in the Agent Era
Vercel now powers the Notion agent platform. Not only are they a great company and product I use daily, I think they're going to be one of the big winners of the agent era. The main 'runtime' of an agent is English...
Connected 594: Vibing at 50 / Warranted But Not Sexy / The Relay Account Has Signed In
Connected 594, the latest episode of the Relay FM podcast, dives into Apple’s 50‑year milestone while reviewing the newly announced MacBook Neo laptops. Hosts Stephen and Federico share hands‑on impressions, noting the device’s sleek design but questioning its price point....
Two Paths to Power Data Center Demand
Two contrasting megaprojects aim to meet soaring data‑center power needs: a $33 billion, 9.2 GW natural‑gas plant in Ohio and a 300 MW iron‑air battery system in Minnesota. The Ohio venture, backed by Japan and SB Energy, carries a staggering $3,586/kW price tag and...
Spectrum Expands Partnership with RingCentral
Spectrum and RingCentral announced an expanded partnership that introduces the Unified Customer Experience (UCX) platform for Spectrum Business customers. The bundle combines RingCentral’s AI‑driven RingCX contact‑center suite and the AI Conversation Expert (ACE) with Spectrum’s managed network and onboarding services....
AI Legal Research Startup Descrybe Launches ‘Legal Reasoning’ Tool; Says It Outperforms ChatGPT, Claude, And Gemini On Bar Exam Benchmark
Descrybe introduced DescrybeLM, a purpose‑built legal‑reasoning AI that achieved a perfect 200‑out‑of‑200 score on the NCBE multiple‑choice bar exam benchmark. In contrast, leading general‑purpose models—ChatGPT 5.2, Claude Opus 4.5 and Gemini 3 Pro—missed 13‑23 questions, scoring between 88.5% and 93.5% accuracy. The study highlighted that...
AI Tracks Peer Help, Boosting Gratitude Bonuses at Google
Inside @google, we have a system for sending small bonuses to peers that helped us out. It's used often, and builds a culture of gratitude. We added an AI tool that scans your chats, emails, whatever and generates a report that...
Iran MOIS Colludes With Criminals to Boost Cyberattacks
Iran’s Ministry of Intelligence and Security (MOIS) is now openly partnering with cyber‑criminal groups, embedding tools like the Rhadamanthys infostealer into its APT operations. The strategy, highlighted by Check Point research, shows MOIS‑run groups such as Void Manticore and MuddyWater buying...
Agentic Browsers Unnecessary; Chrome Extensions Win
ok ive seen enough evidence to call it: dedicated agentic browsers were a mistake. you can do everything u need to do as a chrome extension. Claude Cowork et al have shown the way. excited for our @felixrieseberg pod to tell the...
New Rules Loom for Home Solar and Batteries, as World’s Biggest Isolated Grid Tackles “Unique Challenge”
Western Australia will raise inverter connection limits to 30 kW from 1 May 2026, allowing larger rooftop solar and battery systems on the South West Interconnected System (SWIS). The rule change also mandates compliance with AS/NZS 4777.2 for undervoltage ride‑through and remote disconnect capability...
Better Satellite World: From Connectivity to Intelligence Episode 1: What Happens When the Network Thinks? Benny Retnamony of Quvia on...
In this inaugural episode of SSPI’s "Connectivity to Intelligence" series, host Tamara Bond‑Williams talks with Benny Rettnamone, founder and CEO of QVIA, about the challenges of handling massive data streams at the edge—on aircraft, ships, and offshore rigs—where connectivity is...
Reading DNA Sequence and Epigenetic Modification State in 1 Molecule
Researchers at the University of Pennsylvania have unveiled an integrated sequencing workflow that simultaneously reads DNA sequence and distinguishes cytosine modifications—5‑methylcytosine (5mC) and 5‑hydroxymethylcytosine (5hmC)—on a single molecule. The method creates a hairpin duplex, incorporates deamination‑resistant analogs on the copy...
NASA Targets April 1 for Artemis II Launch
NASA announced a target launch date of April 1 for Artemis II, the first crewed mission beyond low‑Earth orbit since 1972. The crew—NASA astronauts Reid Wiseman, Victor Glover, Christina Koch and Canadian astronaut Jeremy Hansen—will fly a 10‑day lunar flyby. After a series...
AI Bridges Contact Center Data to Automated Service Tickets
Your Contact Center is a goldmine of unstructured data, but if it isn't hitting your #ServiceManagement platform, your IT and Product teams are flying blind. AI is the bridge that turns a customer complaint into an automated internal ticket. 🔗 Build...
Unlock Mac-Specific Accent Colors
Mahdi Bchatnia’s Accents app enables any Mac to use the exclusive accent colors originally reserved for the iMac and MacBook Neo. The utility taps into macOS APIs to apply these hardware‑specific palettes without requiring system hacks. Michael Tsai highlighted the...
Third‑Party Code Now Top Cloud Threat; AI Offers Remedy
Unfortunately for the vibrancy and velocity of modern developer ecosystems (something I’ve been bullish on for two decades), third-party software has now become the #1 initial access vector in cloud intrusions, jumping from under 3% to 44.5% of cases in...
DOE Unveils Initiative to Add 5 GW of Nuclear Capacity Through Uprates and Restarts
The U.S. Department of Energy announced the Utility Power Reactor Incremental Scaling Effort (UPRISE), targeting 2.5 GW of additional nuclear capacity by 2027 and 5 GW by 2029 through power uprates, plant restarts, and life‑extension upgrades. The program taps the DOE’s $289 billion...
Canary Technologies Introduces F&B Mobile Ordering to Boost Hotel Revenue
Canary Technologies launched F&B Mobile Ordering, a mobile‑first platform that lets hotel guests place food and beverage orders from their own devices. The solution integrates with major property management and point‑of‑sale systems, updating menus and availability in real time. Hotels...
MacBook Neo Targets New Users, Not Existing MacBook Owners
If you currently use a MacBook Air or MacBook Pro, I have my doubts you will move to a MacBook Neo. It's not that different than a iPad Pro vs. iPad dynamic. Neo's power won't be derived from picking off...
Marvell Partners with Mojo for Trillion‑bit Optical AI Interconnects
Marvell at the Mojo By using a grid of micro-LEDs instead of lasers, Mojo delivers 100x more bandwidth/channel + lower energy/bit. Mojo’s fiber has thousands of physically discrete channels for massively multiplexed bandwidth + redundancy for reliability in orbital data centers. Today,...
ReMix: Reinforcement Routing for Mixtures of LoRAs in LLM Finetuning
The paper introduces ReMix, a reinforcement‑learning based routing strategy for Mixture‑of‑LoRAs that eliminates the common “routing weight collapse” where a single adapter dominates. By assigning constant, equal weights to all activated adapters and training the router as a policy, ReMix...
Fever Dreams: On Demand Launch, Daily Launches, Responsive Space
The March 2026 New Space Economy piece separates the hype of daily orbital launches from the emerging reality of responsive space. While on‑demand launch remains a niche tool, true responsiveness is being built through standby assets, modular spacecraft, and flexible licensing,...
Xplore Program 2026: A Remote Summer Fellowship in Longevity
Longevity Xplorer (LongX) has opened applications for its 2026 Xplore Program, a fully remote summer fellowship that bridges the gap between academic interest in aging and hands‑on work in longevity biotech. The nine‑week curriculum combines a month of intensive biology...
This Top-Secret Satellite Spied on Enemy Weapons for the U.S. Air Force, Declassified Files Reveal
The National Reconnaissance Office declassified the JUMPSEAT satellite program, a covert U.S. space‑based intelligence system that operated from 1971 to 2006. Using highly elliptical Molniya orbits, the satellites intercepted signals, emissions, and imagery to monitor Soviet weapon development throughout the...
Product & Service Launches – 3/12/2026
Morningstar, WealthBox, and FutureVault each unveiled AI‑powered tools designed to embed intelligent assistants directly into adviser workflows. Morningstar’s AI assistant integrates with its Direct Advisory Suite, enabling natural‑language navigation from client setup to portfolio analysis. WealthBox added autonomous Agents, one‑click...
Avoid Overfitting Evaluations: Blend LLMs and Human Judgment
I think there is something important going on here that is worth figuring out: 1) most models overfit to evals. that said, we need some evals to tell a model if they are good bullshit detectors before we go off and...
Commercial Spyware Opponents Fear US Policy Shifting
Recent U.S. actions have raised alarms among spyware opponents, as ICE reactivated a contract with Paragon Solutions and the Treasury lifted sanctions on Intellexa executives. Meanwhile, major spyware firms Paragon and NSO Group were sold to U.S. investors, signaling potential...
Naboo
Naboo.ai announced a Series B round led by Lightspeed Venture Partners, with partner Antoine Moyroud joining the deal. The AI‑driven platform automates corporate event planning across the UK and Europe, handling venues, catering, activities, and transport in a single invoice. It...
Samsung Galaxy S26 Ultra Vs. Xiaomi 17 Ultra: Brand Perception Is Everything
Samsung’s Galaxy S26 Ultra arrives as a lighter, stylus‑enabled flagship that keeps pricing steady while offering seven years of software support, a new Privacy Display, and 60 W wired charging. Xiaomi’s 17 Ultra counters with a 12‑bit AMOLED panel that reaches...
Tennessee Grandmother Jailed After AI Facial Recognition Error Links Her to Fraud
A Tennessee grandmother, Angela Lipps, spent nearly six months in jail after Fargo police mistakenly identified her via an AI facial‑recognition system as a suspect in a North Dakota bank‑fraud case. The software matched her to surveillance footage despite her never...
ASRock PRO Series PRO-650G 650 W ATX 3.1 Compatible 80 PLUS GOLD Certified Power Supply....$49.99 W/Fs
ASRock has launched its PRO‑650G 650 W ATX 3.1‑compatible power supply at a striking $49.99, complete with free shipping. The unit carries an 80 Plus Gold efficiency rating, positioning it as a budget‑friendly alternative to higher‑priced models. Community posts highlight comparable offers, such...
Channel Surfer Lets You Watch YouTube Like It’s Old-School Cable TV
London developer Steven Irby launched Channel Surfer, a web app that turns YouTube into a retro‑style TV guide. Users can flip through 40 pre‑made channels covering news, tech, music and more, joining live streams as if watching cable. The static...
Is the Nintendo Switch 2 Worth It? We Broke Down Everything to Consider.
The Nintendo Switch 2 launched in 2025 at $450, introducing a larger 7.9‑inch HDR display, 120 Hz refresh rate, and 4K docked performance. Early exclusive titles such as Yoshi and the Mysterious Book and a new Fire Emblem are slated for 2026,...
Ciena’s CEO Sees MOFN as a Key Service Provider Growth Segment
Ciena’s CEO highlighted Managed Optical Fiber Networks (MOFN) as a core growth engine, noting a 40% year‑over‑year rise in Indian orders and record shipments of its RLS product line. The optical networking segment surged 67.9% to $1.02 billion, helping lift total...
Femtum Thinks Its Semiconductor Cutting Lasers Are Better than Yours
Quebec‑based startup Femtum announced an oversubscribed CAD 16 million Series A round, led by BDC Capital and joined by FTQ, Cathay Venture and other backers. The company’s flagship laser cleaning and trimming system claims to cut chip power consumption by 20‑40 % while boosting...
MELI Plunges 35% Despite Booming Growth Metrics
MELI is down 🔻35% from its 52-week high, meanwhile: • 25+ quarter of >30% revenue growth • 83 million unique active buyers (+24%) • Total payment volume of $83B (+42%) And now trading at its lowest valuation ever.
Plaud NotePin: AI Wearable Boosts Meeting & Lecture Notes
I review the Plaud NotePin Wearable AI Note Taker device and find that there's a lot to like with this smart little gizmo. It's particularly helpful for meetings and lectures, as I demonstrate in this detailed video: https://t.co/Q45YtD8M9E #ai #aiWearable...
AI Has Created ‘Almost Infinite Demand’ for Memory Components, Dell Execs Say
Dell Technologies executives warned that artificial intelligence has generated an "almost infinite" demand for computer memory, creating a critical supply‑chain bottleneck in the United States. The shortage of DRAM and other memory chips is driving prices higher and limiting the...
Regional AI Transformations Unveiled at MWC2026
#AI at #MWC2026: How leaders are transforming, region by region. (McKinsey) #MWC26 #MWC #JVGpost https://t.co/q6azSptnUD https://t.co/gXtGMSqk67
China Resumes Launches with CZ‑8A, Nine LEO Satellites
LAUNCH at 1948 UTC of a Chang Zheng 8A from Hainan Commercial Spaceport of nine Xingwang Digui (SatNet LEO) Group 20 satellites, the first Chinese orbital launch in a month after an unusual stand-down
QphoX Launches Quantum Transducer for Distributed Long-Distance Networking
QphoX has released a commercial Quantum Transducer that converts microwave‑based qubit states into optical photons for transmission over standard fiber at room temperature. The device leverages photonic integration, MEMS and superconducting nanofabrication to achieve high‑fidelity, low‑noise state conversion. IBM will...
Unified Multimodal AI Brings Human‑like Reasoning Closer
More evidence that AI will become a unified model that can fully grasp multimodality within a single context. Similar to human thinking. Will unleash much more insightful inference, and help achieve superintelligence soon. Congrats to Google on this major advance.
AI Leverages Multi‑Industry Client Data for Insightful Answers
Prompt AI to answer questions using historic and current client data across industries and geographies. We'll analyze lessons learned and dive into AI toolsets. #AI #ClientData #Analytics https://t.co/uUyBo9DlPc
Haptic Exoskeletons Boost Violin Duo Coordination Over Visual Cues
A new Science #Robotics study demonstrates that #haptic feedback from wearable upper body #exoskeletons can improve coordination between violin duos more effectively than visual cues. https://t.co/iLG2uygK1v https://t.co/ZWKc88BaUy
Inside Brinks Home’s AI Strategy to Reduce Call Volume and Modernize Customer Support
Brinks Home leveraged generative AI to shift most support interactions from voice to digital channels, cutting call volume by over 50% while keeping satisfaction high. The company deployed a retrieval‑augmented help center, AI‑powered agent assistance, and near‑100% quality monitoring. It...
AI Gives Cities 24‑Hour Flash Flood Warnings
Protecting cities with AI-driven flash flood forecasting https://t.co/CuGhkm1sPu < I really love that we do this sort of work. @GoogleResearch is helping us give up to 24 hours advance notice for flash flood risks. https://t.co/HIVZuV6ZWP
Samsung Galaxy S26 Ultra Wins Best‑In‑Show at MWC 2026
#ThrowbackThursday. February 28, 2026. Samsung Galaxy S26 Ultra introduced at #MWC2026. Awarded 'Best In Show' March 3, 2026. #MWC26 #MWC https://t.co/yzXZwKHkBQ
LeCun's AI Philosophy Vs. AGI Hype Exposed
Here is an excellent paper that clearly explains the philosophy that guides @ylecun's research in AI and his new company, AMI Labs. It also perfectly expresses my complaints about the trope of artificial general intelligence--AGI, or BS for short. https://t.co/nwN07TB6Y0
Jobs' Return Sparked iMac G3's Iconic Debut
#ThrowbackThursday. May 6, 1998. Steve Jobs introduced the original Bondi Blue iMac G3. It was the first major product launched after his return to Apple. #Computer #History #JVGpost https://t.co/OMpPkmHlAH
