Sovol 3D Printer Teaser Suggests Large-Format Multi-Color Printing System
Sovol teased its first multi‑filament desktop 3D printer, unveiling a silhouette with six external spools and a seventh filament inlet, suggesting a six‑color system with possible TPU support. The design hints at a large build volume of roughly 300‑350 mm per side and a low‑waste architecture that could rival existing multi‑extruder solutions. Competitors like Bambu Lab and Prusa already offer multicolour printers, so Sovol’s move aims to keep it competitive. Full specifications remain undisclosed pending an official launch.
Why Kidney Disease Innovation Is a Tale of Two Cities — and What It Would Take to Change That with...
John Butler, CEO of Akebia Therapeutics, explained the stark contrast between rapid innovation in rare kidney diseases and the near‑absence of new dialysis therapies, blaming regulatory uncertainty and a Medicare bundle that discourages drug development. FDA clarity on endpoints sparked...
Essential Ecommerce KPIs to Track for Growth (2026)
The guide outlines how ecommerce businesses can drive growth by selecting a focused set of key performance indicators tied to clear objectives. It recommends starting with core metrics—conversion rate, average order value, and customer acquisition cost—before expanding into specialized KPIs...
How to Build a Shopify Retention Framework That Actually Drives Profit
Shopify merchants earning $50K‑$2M annually are urged to replace ad‑heavy acquisition tactics with a systematic retention framework. The guide shows how moving the repeat‑purchase rate from the 28% industry average toward 40%+ can lift profits without extra ad spend. It...
Weekly Brief – 10/04/2025
Openreach has rolled out half a million Zyxel‑manufactured optical network terminals (ONTs) built from 95% recycled plastic and shipped in zero‑plastic packaging, marking a major step toward greener broadband infrastructure. In the UK, BT continues to address a fault on...
The Five Barriers Blocking Legal AI Adoption (Part 1)
Legal tech analysts surveyed over 100 senior lawyers and in‑house counsel to pinpoint why AI projects falter in law firms. The research identified five recurring barriers: poor data hygiene, cultural resistance, unclear ROI, regulatory uncertainty, and integration bottlenecks. Each obstacle...
Data Science Is Quickly Shifting What's Best and Practicable: What Litigators and Judges Interpreting Rule 23 Should Know
The article explains how advances in data science are reshaping the legal standard of “best and practicable” under Federal Rule 23. Judges and class counsel must now assess algorithmic sampling, predictive modeling, and AI‑driven certification methods when designing class notices...
Space Junk: Do Scientists Have a Fix?
Space debris is reaching a critical mass, with the European Space Agency estimating over 15,100 tonnes in orbit, 1.2 million objects between 1 cm and 10 cm, and 140 million smaller fragments. A sub‑millimetre particle recently cracked the Shenzhou‑20 capsule window, forcing a rescue...
AI Briefing 4/10/26: $50 Hardware, a New Yorker Investigation, and The Power Plant Behind the Chatbot
This week’s AI briefing highlights three pivotal developments. Researchers in India, Indonesia, Africa and Latin America demonstrated that functional AI models can run offline on hardware costing under $50, exemplified by a speech system for the Soliga community. The New...
MediStreams Achieves Clean SOC 2 Type II Certification, Strengthening Security in Healthcare Revenue Cycle Management and Payment Automation
MediStreams announced it has received a clean SOC 2 Type II audit for the full 2025 calendar year, covering Security, Availability, and Processing Integrity. The unqualified opinion was issued by independent CPA firm Aprio LLP after a year‑long assessment of its payment‑posting...
What “Lilith” Actually Is
Lilith is an open‑source C++ remote administration tool designed for hands‑on learning of RAT architecture and command‑and‑control techniques. The project requires solid C++ skills, Windows internals knowledge, and a sandboxed virtual lab to compile and run safely. By building the...
America’s AI Strategy Is Fighting the Last War
The article argues that Washington’s AI strategy is modeled on a Cold‑War race with China, emphasizing chip denial and massive AI spending, but it misreads the nature of artificial intelligence competition. China has closed the lead on frontier models to...
(Sponsor) Clic for Sonos
Clic for Sonos, the fastest native Sonos client for Apple devices, is sponsoring Six Colors this week. The app runs on iPhone, iPad, Mac, Apple Watch, Apple TV and visionOS, offering deep integration with widgets, Live Activities, Shortcuts, a menu‑bar...
What AI Physicists Are Missing and What They Aren’t
The article argues that large language models (LLMs) are ill‑suited to replace human physicists because they cannot replicate the undocumented, tacit reasoning that underpins scientific insight. While prompting an AI demands precision, it offers little pedagogical value compared with hands‑on...
Zeto New Wave EEG System Wins FDA Clearance For At-Home Brain Monitoring
Zeto announced FDA 510(k) clearance for its New Wave EEG system, the company’s third FDA‑approved neuro‑diagnostic platform. The device is a 21‑electrode, gel‑free headset designed for short‑term, up‑to‑2.5‑hour recordings in outpatient clinics and patients’ homes. Integrated with Zeto’s cloud and...
Affecting a Signaling Pathway Alleviates Alzheimer’s in Mice
A study from Daegu Gyeongbuk Institute of Science and Technology shows that overexpressing the neuropeptide somatostatin (SST) in mice reduces microglial activation, lowers amyloid‑β plaque density, and improves spatial memory in the 5xFAD Alzheimer’s model. In vitro, SST boosted microglial...
Case Study: Decision Authority Drift in an AI-Assisted Writing Workflow
The case study details a failure mode called Decision Authority Drift in an AI‑assisted writing workflow. As the underlying language model became more capable, it silently assumed control over tasks—such as tone and structure—that were originally reserved for human authors....
FDA Clears Low-Dose MRI Contrast Agent Vueway for Newborns and Infants
The U.S. Food and Drug Administration has granted an expanded indication for Bracco's Vueway (gadopiclenol) injection, allowing its use in neonates and infants for contrast‑enhanced MRI. The macrocyclic agent delivers high‑quality images at half the standard gadolinium dose (0.05 mmol/kg), addressing...
NVIDIA’s Svore Keynotes Northwest Quantum Nexus’s Quantum Economy Push
NVIDIA’s Dr. Krysta Svore, VP of Applied Research for Quantum Computing, will deliver the closing keynote at Northwest Quantum Nexus’s inaugural NW Quantum Day summit on April 14, timed with World Quantum Day. The Seattle‑based event, co‑hosted by law firm K&L...
A First Look at Adobe’s Experimental New AI Video Technology MotionStream
Adobe has unveiled MotionStream, an experimental AI video tool that lets creators steer generated footage in real time. The system uses cursors and sliders to adjust object movement, camera angles, and secondary effects as the video renders. Adobe claims the...
America’s Transformer Crisis Has Supercharged a Wave of New Startups
The global transformer shortage, exacerbated by COVID‑induced supply‑chain disruptions, has pushed lead times for high‑voltage units to three‑plus years and driven up costs. Startups are moving in, with Ayr Energy standardizing component designs and leveraging under‑utilized Indian factories to slash...
Foundational Beliefs
The author argues that AI safety strategies must confront real‑world political complexity rather than idealized government control. Citing a 25% chance of AGI by 2027 and a 50% chance of superintelligence by 2030, the piece stresses urgent, short‑term action. It...
Jensen Huang: 10 Lessons From the CEO Building the Most Important Company in History
In a two‑hour interview with Lex Fridman, NVIDIA founder Jensen Huang distilled ten strategic lessons, emphasizing that NVIDIA is a computing platform rather than a pure chip maker. He highlighted the risky but pivotal CUDA‑on‑GeForce bet that built an install...
AI in Edu: News, Views, & Moves (April 10)
Gallup’s latest poll shows 51% of Gen Zers use generative AI at least weekly, a level unchanged from 2025, but their sentiment has soured sharply—excitement fell to 22% and anger rose to 31%. The same research reveals that only 46% believe...
A Biodegradable Supercapacitor Delivers Acupuncture-Style Pain Relief
Researchers have created a biodegradable supercapacitor that uses single‑atom iron (Fe‑O₄) sites on a carbon scaffold to deliver acupuncture‑style pain relief in mice. The iron atoms boost capacitance to 279.5 mF cm⁻² while reducing ion adsorption energy, preserving fast charge‑discharge rates. The...
Shooting People In The Head and Heart with mRNA Vaccines, Murder One or Insanity?
A recent blog post dramatizes a WHO‑backed Global Vaccine Data Network (GVDN) study that examined 99 million vaccine recipients across eight countries. The study confirmed strong myocarditis and pericarditis signals after mRNA COVID‑19 vaccines, while Guillain‑Barré syndrome and cerebral venous sinus...
Microsoft Announces Significant HR Changes, Focused on AI
Microsoft’s chief people officer Amy Coleman announced a sweeping HR reorganization aimed at embedding artificial intelligence across the function. The memo details the departure of chief diversity officer Lindsay‑Rae McIntyre and the consolidation of engineering‑focused HR under CVP Melanie Simpson....
CryptoNext Security First in EU With Full NIST Quantum-Safe Certification
CryptoNext Security became the first European Union company to achieve full NIST quantum‑safe certification, confirming its implementation of the three standardized post‑quantum algorithms—CRYSTALS‑Kyber, CRYSTALS‑Dilithium and Falcon—within ProvenRun’s ProvenHSM hardware security module. The NIST CAVP validation extends beyond software, proving hardware‑level...
Los Alamos Researchers Show Some Quantum Learning Models Are Classically Simulable
Los Alamos National Laboratory researchers published a perspective in Nature Communications showing that quantum machine‑learning models designed to avoid barren plateaus are often classically simulable. By restricting variational quantum circuits to small subspaces, they demonstrated end‑to‑end classical surrogates that match...
Advanced Deep Learning Interview Questions #20 - The Backprop Routing Trap
A custom CUDA max‑pooling kernel that trims inference latency by 40% fails during training because it only returns pooled values and discards the argmax indices needed for backpropagation. Without cached spatial metadata, the automatic differentiation engine cannot route gradients to...
Can Forgotten Biotech Break Out?
The iShares Biotechnology ETF (IBB) surged more than 50% from its April lows to a mid‑January peak, then entered a prolonged sideways phase. Recent price action shows the fund just reclaimed its 50‑day moving average but has yet to breach...
Rich On Tech Episode 169 - April 11, 2026
In episode 169 of Rich on Tech, Doug Sutties, co‑creator of Speedtest, introduces Orb, a new tool that goes beyond raw bandwidth to pinpoint latency, jitter and congestion that slow internet connections. Ross Barbour of Sonos showcases the latest Play...
BrainChip Unveils Radar Reference Platform to Bridge the ‘Identification Gap’ in Edge AI
BrainChip Holdings launched a Radar Reference Platform that couples a FMCW radar module with its Akida neuromorphic processor to deliver real‑time object classification at the edge. The solution adds a deep‑learning layer that extracts micro‑Doppler signatures, allowing it to differentiate...
This Isn’t the First Time Work Disappeared
A wave of AI tools that can write, analyze, code, and design is prompting a rapid contraction in traditional job functions. Tasks that once required entire teams are now handled by a single person or an algorithm, creating a perception...
How to Master the Pharmacovigilance System Master File for Inspection Readiness
Mastering the Pharmacovigilance System Master File (PSMF) is essential for inspection readiness, as regulators use it to gauge a company’s PV compliance before any formal interview. In the EU and UK, the PSMF must be supplied within seven days of...
Ransomware Attack on ChipSoft Knocks EHR Services Offline Across Hospitals in the Netherlands and Belgium
Dutch health‑IT firm ChipSoft confirmed a ransomware breach on April 7 that forced its flagship HiX electronic health‑record platform offline in the Netherlands and Belgium. The attack prompted the Dutch CERT (Z‑CERT) to shut down patient portals, HiX Mobile and the...
Big Tech, Big Exposure: Data From Over 3.5 Million Accounts Handed to US Authorities
Proton’s new research shows Google, Apple and Meta have handed over data from over 3.5 million user accounts to U.S. authorities in the past decade, a 770 % increase since transparency reporting began. In the first half of 2025 alone, more than...
Aon Integrates New AI Benchmarks Into Radford McLagan Compensation Database
Aon has upgraded its Radford McLagan Compensation Database with AI‑specific benchmarks, adding job families such as head of AI, machine‑learning engineer and AI ethics specialist. The enhanced platform blends real‑time labour‑market insights, AI‑driven job matching and automated data validation to give...
☕🤖Tutorial: How To Automate Claude Code With Scheduled Tasks (It Works While You Sleep)
Anthropic’s Claude Code now lets users schedule automated workflows that run on cloud servers, local desktops, or within active sessions. The tutorial walks readers through five ready‑to‑use automations—morning briefings, competitor monitoring, PR review, content‑calendar refresh, and build polling—each configured with...
Computer Architecture’s AlphaZero Moment Is Here
The paper argues that computer architecture has shifted from idea scarcity to evaluation scarcity, driven by large‑language models and autonomous pipelines. The open‑source Gauntlet system reproduced authors' solutions in 48 % of 85 recent ISCA/HPCA papers and proposed alternatives in another...
Health Care Startups Desperately Need Clinical Expertise
Health‑care venture capital continues to pour money into startups designed by technologists rather than clinicians, creating products that clash with established workflows. Dr. Harsha Moole argues that physician‑scientists bring a structural advantage by vetting opportunities through three gates—clinical necessity, regulatory feasibility,...
Advanced NotebookLM Tips & Tricks for Power Users
Google NotebookLM has added five high‑impact features that turn it from a simple study aid into an end‑to‑end research and content‑creation platform. Users can now revise individual slides with natural‑language prompts, export decks directly as PPTX files, and generate cinematic...
Verastem Oncology Announces Two-Year Median Follow-Up Data on AVMAPKI® FAKZYNJA® Combination Therapy (Avutometinib Capsules; Defactinib Tablets) in Recurrent Low-Grade Serous...
Verastem Oncology presented two‑year median follow‑up data from its Phase 2 RAMP 201 trial of the AVMAPKI® FAKZYNJA® combination (avutometinib + defactinib) in recurrent low‑grade serous ovarian cancer (LGSOC). The updated analysis confirmed a median duration of response of 31.1 months and a median progression‑free survival...
Workday Launches COVID-19 Vaccine Management Solution to Enable Organizations
Workday announced a new vaccine‑management solution that integrates real‑time HR data with immunization records for its 45 million‑worker customer base. The offering adds dashboards that show vaccination rates, status by location and role, and supports scenario planning for office space, PPE...
Cut the Grind: 40+ AI Tools That Save Hours in 2026
AI & Tech Insights releases a curated list of more than 40 AI-powered tools aimed at boosting productivity in 2026. The collection spans social media growth, workflow automation, low‑code app building, design, coding assistants, and personal health. Each category highlights...
Claude Code Harness Pattern 9: Observability and Debugging
The Claude Code harness introduces a comprehensive observability layer that adds structured logging, query chain tracking, debug and error logging, and headless profiling to AI agents. Each significant event is recorded with rich, typed metadata, while chain IDs trace conversations...
Elysian Refines Its Bold All Electric E9X Airliner
Dutch startup Elysian, backed by Panta Holding, has completed its Conceptual Design Review and unveiled a revised all‑electric E9X airliner. The new design stretches the wing to 50 m, reduces electromotors from eight to six, and raises the maximum take‑off weight...
Instagram Is Finally a Sales Channel: What Meta’s Affiliate Commerce Rollout Means for Shopify Merchants
At Shoptalk 2026 Meta unveiled native affiliate product tagging on Instagram and Facebook, turning creator Reels into trackable sales events. The phased rollout begins in spring 2026 across 22 countries and includes affiliate partners such as Amazon, Shopee, Temu and eBay. For...
GRC News Roundup: Drata, Diligent, HICX, Ibex & More
The GRC (governance, risk, and compliance) sector saw a flurry of product launches in April. HICX introduced a Supplier Registration platform, Drata rolled out an agentic AI TPRM assessment tool and named a new chief product and technology officer, and...
SpaceX Engine Explodes as Musk Targets $2 Trillion IPO
SpaceX suffered an engine fire during a Starship test in McGregor, Texas, just days after Elon Musk announced the test flight would be delayed to early‑mid May 2026. The company still targets an initial public offering with a $2 trillion valuation,...
