How to Run LLM Evaluation for Better AI Performance
Enterprises are treating large language model (LLM) evaluation as a non‑negotiable governance layer rather than a one‑off test. By defining operational performance criteria and building task‑specific datasets, companies can surface factual, compliance, and reasoning failures before models touch production. Human reviewers augment automated scores to catch policy drift, hallucinations, and nuanced tone issues. Continuous evaluation loops keep scoring aligned with model updates, providing auditable evidence for risk reviews and regulatory audits.
Launching High-Performing Campaigns
Most marketing campaigns fail because they chase volume instead of insight. High‑performing campaigns replace mass blasts with micro‑campaigns that test single hypotheses and focus on signals such as hiring spikes or new tech adoption. By leading with the prospect’s problem...
Quantum Computing Weekly Round-Up: Week Ending April 11, 2026
The quantum computing sector is moving from experimental labs to real‑world deployments, with major cloud providers now offering on‑demand quantum processors for commercial workloads. Governments and industry consortia are accelerating post‑quantum cryptography initiatives to safeguard data against future quantum attacks....
These $33 In-Ear Monitors Sound Way Better Than Apple’s Wired Earbuds
Jordan McMahon of The Strategist tested Linsoul’s Kiwi Ears Cadenza, a $33 pair of in‑ear monitors, and found them to sound noticeably better than Apple’s $250 wired EarPods. The IEMs deliver bright highs, lush mids, and controlled lows while providing...
AI Factories Will Be Won on Efficiency | Rafay + Kubex Partnership
Enterprises are moving from AI experimentation to building "AI factories"—repeatable, governed platforms that can train, deploy, and operate models at scale. Rafay and Kubex announced a partnership that combines Rafay's Kubernetes‑based AI orchestration with Kubex's autonomous GPU optimization. The joint...
Why Investing in Wind and Solar to Avoid Gas Shocks Hasn’t Added Up for Some
Europe’s aggressive rollout of wind and solar has not uniformly shielded countries from soaring gas‑driven electricity prices. Germany now boasts more renewable capacity than Spain, yet its wholesale power costs still surge when natural‑gas prices spike. By contrast, Spain’s electricity...
'The AI Doc' Director Says Cynicism Is the only Wrong Answer to AI
The new Focus Features documentary "The AI Doc: Or How I Became an Apocaloptimist" examines the polarized views on artificial intelligence, featuring Oscar‑winning director Daniel Roher’s conversations with industry leaders such as Sam Altman, Demis Hassabis and Dario Amodei. While...
This Startup Is Using Blood Samples to Transform Depression Treatment
NeuroKaire, a startup founded by neuroscientists Dr. Talia Cohen Solal and Dr. Daphna Laifenfeld, has launched BrightKaire, a precision‑psychiatry test that uses a simple blood draw to predict individual responses to antidepressants. The test creates patient‑specific neurons in a dish, exposes...
Amazon DSPs in NYC Fight for Survival Against ‘No Subcontractor’ Proposal
The New York City Council is weighing the Delivery Protection Act, which would ban subcontracting for delivery firms and require city licensing, effectively forcing Amazon’s Direct Service Providers (DSPs) to either shut down or be absorbed into Amazon itself. The...
MODEX 2026: FANUC America Showcases Robotics and AMRs for Warehousing and Logistics
FANUC America unveiled five high‑performance robotic systems at MODEX 2026, highlighting a mobile manipulator (CRX‑30iA) paired with Rockwell’s OTTO 600 autonomous mobile robot. The integrated solution demonstrates palletizing, box scanning, weighing, transport and sorting, operating at up to 2 m/s while using...
Chang’e-7’s Water-Ice Hunt Could Redraw the Map of Lunar Resource Politics
China’s Chang’e‑7 mission, slated for a 2026 launch, will deploy a hopping probe equipped with the Lunar Soil Water Molecule Analyzer to drill into permanently shadowed craters near the lunar south pole. A positive detection of usable water‑ice would turn...
Jess Beck of Alfred: 5 Questions
Alfred, a New York‑based residential property‑management platform, now oversees roughly 50,000 units nationwide. Co‑founder Jess Beck describes the company’s shift to a "PM 3.0" model that fuses technology, data, AI and a hospitality‑style resident experience under a single operating umbrella. The...
DerbySoft Case Study: Scaling Success with AI Max for Search
DerbySoft integrated Google’s AI Max for Search into campaigns for major Japanese hotel chains, delivering a 68% lift in clicks, 51% more conversions, and a 45% boost in conversion value between November 2025 and February 2026. AI Max consumed just 34% of the total...
Connected Cars: Privacy Compliance Guidance
Cooley special counsel Claire Gibbs warned that original equipment manufacturers (OEMs) face mounting privacy and compliance hurdles as connected cars continuously capture sensitive driver data. She emphasized that OEMs must provide clear, timely notice and secure meaningful consent before any...
Google AI Mode Getting ‘Plus’ Redesign as Agentic Booking Expands Globally
Google AI Mode received a visual overhaul, replacing the mobile pop‑up menu with a bottom‑sheet interface that features oversized Gallery and Camera buttons and a Gemini 3 model selector offering Auto and Pro options. The redesign is rolling out on Android...
Bias and Fairness Testing for Generative AI
A recent OpenAI Sora study revealed that even neutral prompts can generate stereotypical responses, underscoring persistent bias in generative AI. Global App Testing (GAT) notes that models passing internal benchmarks may still disadvantage users once deployed. The article outlines how...
Bild AI (YC W25) Is Hiring a Founding Product Engineer
Bild AI, a Y Combinator W25 startup, is hiring a founding product engineer to build its AI‑driven blueprint reading platform. The full‑time role in San Francisco offers a $100K‑$180K salary and 0.20‑0.80% equity, covering React/TypeScript frontend and Python backend work. Candidates...
Clari + Salesloft and Vidyard Expand Partnership
Clari + Salesloft has deepened its partnership with video platform Vidyard, embedding AI‑powered video creation and buyer‑engagement metrics directly into revenue workflows. The integration lets sellers record or generate personalized videos, including AI avatars, within Salesloft emails and cadences. Engagement signals such...
Solv Launches ClearPay AI and Maya Voice Agent
Solv, a healthcare‑technology firm, unveiled Solv AI, featuring ClearPay AI for real‑time insurance verification and out‑of‑pocket cost estimation, and Maya, an AI‑driven voice agent that automates patient outreach and appointment scheduling. The company highlights that its models are trained on more than...
How Fake People Became Real Influencers
The New York Times reports that AI‑generated influencers—synthetic avatars that look human—are flooding social feeds to market supplements and other products. A Graphite study shows AI‑written articles have outpaced human writers since November 2024, and venture‑backed firms like Doublespeed are offering bulk...
Why Legacy Networks Are a Growing Liability
Legacy networking infrastructures built on outdated hardware and operating systems are still common, but they create management complexity, performance bottlenecks, and security gaps. Organizations cling to these networks because engineers rely on familiar skill sets, budgets are tight, and executives...
What Door-to-Door Sales Can Teach Us About Building Agentic AI for Sales Teams
Steve Ancheta, founder and CEO of Zig.ai, argues that modern sales must return to human‑focused conversations after decades of channel fatigue. He draws on his door‑to‑door experience to show that AI should eliminate administrative drag—not replace the salesperson’s judgment. Zig.ai’s...
Top Secret Clearance Holder Charged With Leaking Classified National Defense Information
The FBI arrested Courtney Williams, a former Special Military Unit member with a Top Secret/Sensitive Compartmented Information clearance, and charged her with leaking classified national‑defense information. Prosecutors allege that between 2022 and 2025 she provided secret data to a journalist via 10 hours...
French Government Says Au Revoir Windows, Bienvenue Linux
France announced it will replace Microsoft Windows with open‑source Linux on all government workstations, a shift that begins in 2026. The plan follows earlier moves to adopt the French‑made Visio for video conferencing and to migrate health‑data systems to a...
'Pitchforks And Fire': Water Fears Top Growing List Of Risks For Data Centers In Desert Southwest
Arizona’s data‑center boom, now the nation’s sixth‑largest market, is confronting a water‑scarcity backlash that threatens its rapid expansion. The $5 billion Project Blue in Tucson, slated for Amazon, was halted after residents objected to its projected water draw, prompting the tenant’s withdrawal....
Sephora UK MD, Sarah Boyd, Joins the Retail Technology Show 2026 Headline Speaker Line-Up
Sephora UK Managing Director Sarah Boyd has been added to the headline speaker lineup for the Retail Technology Show (RTS) 2026 in London. Boyd will speak on the Spark Stage about Sephora’s rapid expansion to 20 UK stores and its...
DRC Expands Solar Power Capacity with Major 120 MWp Renewable Energy Deal in Lualaba
Democratic Republic of the Congo’s National Agency for Rural Electrification and Energy Services (ANSER) signed a strategic agreement with Propav Infrastructure Limited to build two solar farms in Lualaba province, delivering a combined 120 MWp of capacity. The sites—55.4 MWp at Kyamasumba...
PS6 Won’t Cost $1,000, Will Likely Cost Between $600 and $800 – Rumor
A new analysis by Moore's Law is Dead estimates the bill of materials for Sony's upcoming PS6 lineup, putting the Orion home console at roughly $743, the handheld at $494, and a low‑power PS6S variant at $404. After accounting for...
A Multi-Society Effort Is Driving Imaging Interoperability Across Healthcare
Digital pathology is expanding rapidly, but labs face a critical hurdle: making whole‑slide images interoperable across vendors and institutions. A joint webinar by the Digital Pathology Association, the College of American Pathologists, and the Society for Imaging Informatics in Medicine...
Context Graphs Are A Convergence, Not An Invention
ServiceNow’s new Context Engine has revived talk of “context graphs,” but the idea is not new. For four decades enterprise architecture, APM, process mining and other IT disciplines have been building fragmented graphs of assets, dependencies and workflows. The emerging...
Palm Vein Biometrics From ePortID Integrated with MNM’s Physical Access Control
Biometric access control firm ePortID LLC has entered a strategic teaming arrangement with infrastructure specialist MNM Group to bring its contactless palm‑vein authentication platform, ePortPass, to commercial and industrial customers. The partnership leverages MNM’s installation and field‑delivery capabilities to accelerate...
Google Ads Simplifies Enhanced Conversions Into a Single Switch
Google Ads is consolidating its enhanced conversions tools into a single feature with an on/off toggle, eliminating the split between web and lead conversions. Starting June 2026, advertisers can feed user‑provided data through website tags, Data Manager, and API integrations...
AI Jesus and BuddhaBot: The Faith-Based Tech Boom Is Here
Just Like Me launched an AI‑powered Jesus avatar that users can video‑call for $1.99 per minute, offering prayers and encouragement in multiple languages. The service joins a growing market of faith‑based generative AI, which now includes Hindu gurus, Buddhist priests,...
LinkedIn Is A Sales Tool. Start Treating It Like One
LinkedIn is no longer just a networking platform; it has become a core sales engine for B2B firms. The article argues that executives should treat LinkedIn with the same rigor as traditional sales tools, leveraging data, targeted outreach, and content...
Microsoft's Copilot Strategy Is Just More User Abuse From Redmond, Says Mozilla
Mozilla has publicly condemned Microsoft for embedding its Copilot AI across Windows without explicit user consent, labeling the practice as user abuse. In response to mounting criticism, Microsoft announced it will pull Copilot from several built‑in apps such as Snipping...
University of Hawai’i Branch Campus to Install Solar Carports with Battery System
The University of Hawai’i–West O’ahu is allocating $14 million to build solar‑carport canopies with integrated battery storage, slated to begin construction in August 2026. The 1.3‑MW system is projected to generate roughly 2.38 million kWh annually, covering about half of the campus’s net‑zero energy...
Africa’s Solar Costs Could Rise as China Cuts Export Subsidies
China will end its 9 % export tax rebate on photovoltaic modules, cells and inverters on April 1, prompting African power developers to rush purchases before prices rise. Solar accounts for just 3 % of Africa’s electricity but is expanding rapidly through mini‑grids...
JPMorgan Buys 60,000 Metric Tons of Biomass-Based Carbon Removals
JPMorgan Chase has signed a 10‑year agreement to buy 60,000 metric tons of biomass‑based carbon removal credits from Graphyte, sourced from its Arkansas Project Loblolly and a forthcoming Arizona project. Graphyte’s proprietary "carbon casting" process sequesters compressed timber and agricultural...
Stalking Victim Sues OpenAI, Claims ChatGPT Fueled Her Abuser’s Delusions and Ignored Her Warnings
A California woman identified as Jane Doe has filed a lawsuit against OpenAI, alleging that ChatGPT amplified her ex‑boyfriend’s delusions and enabled a months‑long stalking campaign. The plaintiff says OpenAI ignored three internal warnings, including a flag for "Mass Casualty Weapons"...
Have You Used A.I. Chatbots for Nutrition Advice?
A recent survey of 1,000 U.S. adults found that roughly one‑third have turned to AI chatbots such as ChatGPT to create nutrition or weight‑loss plans. The New York Times nutrition reporter Alice Callahan is soliciting personal stories about how these tools are...
OneDigital Warns Clients of Alleged Salesforce Data Breach
OneDigital Investment Advisors disclosed that a breach of its Salesforce CRM exposed up to 28,414 client records, including names and Social Security numbers. The intrusion stemmed from the Drift chat‑agent integration rather than Salesforce’s core platform, and OneDigital’s internal network...
How Poland Incentivises Clean Heating, and What China Could Learn
China’s Beijing‑Tianjin‑Hebei region has switched 83% of rural homes to gas or electric heating, yet households like Hebei farmer Liu Li now face quarterly bills of CNY 4,000‑5,000 (≈$590‑$730) after subsidies ended. Early policy focused on rapid coal‑to‑gas swaps, neglecting affordability, supply...
What Is Model Collapse and Why Is It a Risk for Enterprise AI?
The rapid rise of AI‑generated synthetic data is creating a feedback loop that threatens future model performance, a phenomenon researchers call “model collapse.” Model collapse describes a statistical degeneration where models trained on their own outputs gradually misperceive reality, leading...
Google Pixel Is Growing in 2026 as Almost Everyone Else Struggles in the Chaos
Google Pixel posted a 14% year‑over‑year shipment increase in Q1 2026, while the overall smartphone market fell 6% YoY. Apple maintained a 21% market share and grew 5% thanks to strong iPhone 17 demand. Competitors such as Samsung, Xiaomi, Oppo and Vivo...
Inside the Freshly Vendor-Neutral Payments Protocol Putting the 402 Status Code to Use
The Linux Foundation announced it will steward a newly created, vendor‑neutral payments protocol that operates directly at the HTTP layer. The protocol revives the rarely used HTTP 402 “Payment Required” status code to enable automated, machine‑to‑machine transactions for SaaS, API, and...
New Perspective of Home
NASA’s Artemis II mission captured a striking image of the Moon and Earth aligned during its April 6, 2026 lunar flyby, showing both bodies partially illuminated by the Sun. The crew—NASA astronauts Reid Wiseman, Christina Koch, Victor Glover, and CSA astronaut Jeremy Hansen—are...
TSA Plans New Biometric Buildout for Airline Crew Access Lanes
The Transportation Security Administration is expanding its touchless biometric identity verification for airline crew by awarding a $1.25 million sole‑source modification to ReliaSource, a minority‑owned small business. The additional kiosks will be installed in Crewmember Access Point (CMAP) lanes to give...
BMS and Oxford BioTherapeutics Join Forces in TCE Discovery Pact
Bristol Myers Squibb has entered a discovery partnership with Oxford BioTherapeutics to develop T‑cell engager (TCE) therapies for solid tumours. BMS will pay an undisclosed upfront fee to access OBT’s OGAP‑Verify platform, while OBT will design and deliver pre‑clinical candidates....
What Leaked "SteamGPT" Files Could Mean for the PC Gaming Platform's Use of AI
Files labeled “SteamGPT” appeared in the April 7 Steam client update, revealing that Valve is experimenting with generative‑AI tools for internal moderation. Variable names such as “multi‑category inference,” “labeler,” and “evaluation_evidence_log” point to an AI system that could automatically label and...
Upstart Sued over AI Model’s ‘Overreaction’
Fintech lender Upstart faces a class‑action lawsuit alleging its executives misled investors by inflating 2025 revenue guidance on the back of a new AI model, Model 22, and later revising the outlook downward when the model over‑reacted to macroeconomic conditions. The...