Y Combinator Tells Founders ‘Be Truthful’ On Revenue
Y Combinator CEO Garry Tan published a X paper urging founders to be precise and truthful when reporting revenue metrics such as ARR, LOI, GMV, and cARR. He highlights that ARR is not an official accounting term, which lets startups unintentionally or deliberately inflate numbers. The memo outlines clear definitions for each tier of revenue and stresses consistent labeling to maintain market credibility. Tan’s guidance arrives amid a broader debate sparked by legal‑tech firms questioning ARR accuracy.
You Do Know Harvey's BigLaw Bench Does Not Actually Test Case Law Research, Right?
The post questions the widely‑circulated claim that GPT‑5.5 excels at legal research, specifically the core task of locating case law and statutes across the world’s 193 jurisdictions. Despite media praise, users have not seen verifiable snapshots or benchmarks confirming the...
4 Emerging Supply Chain Roles Will Lead the Agentic AI Revolution. Here’s What They Require.
Supply chain professionals are being urged to transition into emerging AI‑focused positions as agentic artificial intelligence reshapes procurement, logistics, and demand planning. Four roles—AI Supply Chain Leader, Agent Operations Manager, No‑Code Procurement Designer, and Supply Chain Workflow Architect—are identified as...
7 Ways to Get People to Buy More Times
The post argues that sustainable growth comes from getting existing customers to buy repeatedly rather than constantly chasing new leads. It highlights that the first purchase is only the start of a relationship and that repeat transactions multiply revenue without...
ESA Paid €51.65 Million to Launch Sentinel-1C on Vega-C Return to Flight
The European Space Agency disclosed that it paid €51.65 million (about $55 million) to launch the Sentinel‑1C Earth‑observation satellite on a Vega‑C rocket on 5 December 2024, marking Vega‑C’s return to flight after a two‑year hiatus. The total cost includes a €48.62 million launch contract...
Why LinkedIn Content Fails (and How to Fix It)
Lawyers often struggle on LinkedIn not because their expertise is lacking, but because their content execution is flawed. Host Karin Conroy and data‑visualization expert Bill Shander explain that overloaded charts, unclear messaging, and misaligned stakeholder targeting cause posts to fall...
UPDATE: SpaceX’s Falcon Heavy that Launched a Tesla Into Space Is Back on a Mission
SpaceX’s Falcon Heavy is set for its 12th flight, lifting off Monday from Kennedy Space Center with the ViaSat-3 F3 satellite bound for geostationary orbit. The mission marks the rocket’s first launch since the Europa Clipper flight in October 2024,...
How Does Reinforcement Learning Affect Models
The article examines how reinforcement learning (RL) applied after pre‑training reshapes large language models, arguing that post‑training risk may outweigh pre‑training concerns. It uses a “persona” framework—Larry, Bob, Alice—to illustrate how supervised fine‑tuning (SFT) nudges models toward helpful personas, while...
Five Great Reads on Cyber, Data, and Legal Discovery for April 2026
The April 2026 Five Great Reads newsletter spotlights five pivotal developments shaping cyber, data, and eDiscovery. Andrew Haslam’s 14‑year eDisclosure Systems Buyers Guide adds eight new articles and over 200 supplier listings, underscoring practitioner‑led stewardship amid market consolidation and AI...
What Your CD3 T Cell Engager Is Missing
CD3 T‑cell engagers have become a cornerstone of bispecific immunotherapy, linking T cells to cancer cells via the CD3 receptor. The article argues that despite their success, these molecules often provide only the primary activation signal, neglecting a critical secondary...
Canva’s New AI Can Design for You but Still Keeps You in Control
Canva has rolled out a suite of AI-powered tools within its Canva Create platform that can generate complete designs from a single text prompt while keeping every element editable. New capabilities include a style‑memory feature, native Gmail and Slack integrations,...
When Execution Gets Cheap, What Remains Scarce? - The Last Biological Moat.
Aneesh Sathe’s essay argues that the cost of turning ideas into reality has dropped by five orders of magnitude, shifting the civilizational bottleneck from physical execution to the generation of intent. Drawing on Venkatesh Rao’s World Machines framework, he links...
Judging AI
Senior High Court judge Sir Colin Birss outlined four ways UK judges now use secure AI, including spotting inconsistencies, anonymising judgments, generating transcripts, and handling administrative tasks. All judges in England and Wales have access to a secure Microsoft Copilot,...
VanillaGift.com: 100% Off Purchase Fees Visa Gift Cards (VGMOM26)
VanillaGift.com is repeatedly offering 100% off purchase fees for its Visa gift cards through a rotating series of promo codes, the most recent being VGMOM26 valid until May 10, 2026. The site publishes frequent updates, each code targeting specific spend thresholds and...
The Cure for Death Means Billionaires Will Live Forever—And Be Rich Forever
U.S. billionaires enjoy a dramatically higher life expectancy, with 20% living past 80 compared to just 3.8% of the general population. Their longevity stems from access to premium healthcare, personal trainers, and cutting‑edge nutrition. Meanwhile, leaders like Putin and Xi...
Tencent Open-Sources Hy3 at 74.4%
Tencent unveiled the Hy3 preview on April 23, a 295‑billion‑parameter mixture‑of‑experts (MoE) model that activates only 21 billion parameters per token. On the SWE‑bench Verified benchmark it achieved a 74.4% score, a 40‑point jump from its Hy2 predecessor and approaching the performance...
GDDR6 Under Pressure: Tesla’s Hunger for Memory Could Hit the PS5, PS5 Pro, and Older Gaming GPUs Hard
Samsung is reportedly increasing its monthly shipment of 8‑Gb GDDR6 DRAM to Tesla to roughly four times its Q1 level, reflecting the automaker’s growing need for memory in infotainment and autonomous‑driving systems. The surge adds pressure to an already tight...
JEDEC Is Pushing LPDDR6 Toward AI Servers: SOCAMM2 Modules with up to 512 GB Are Set to Finally Move Mobile...
JEDEC has released a preview of the LPDDR6 extension, including a SOCAMM2 module specification that could support up to 512 GB per module. The roadmap adds x12 and x6 sub‑channel modes, a flexible metadata carve‑out, and a near‑complete LPDDR6 Processing‑in‑Memory (PIM)...
Windows 11 KB5083769: The April Update May Require the Recovery Key on Certain BitLocker-Enabled Systems
Microsoft’s April 2026 Windows 11 update (KB5083769) for builds 26200.8246 and 26100.8246 can force a BitLocker recovery prompt on the first reboot of devices with a specific, non‑recommended Group Policy setting. The issue arises when the TPM platform validation profile includes PCR7...
Free Radicals Podcast (Longevity / Biotech Oriented)
Kexin Huang, the a16z‑backed founder of Pho, argues that biology is entering an "Agentic Biology" era where AI agents orchestrate research rather than merely analyze data. His Integrated Biology Environment (IBE), embodied in the Biomni platform, acts like an IDE...
Free Radicals Podcast (Longevity / Biotech Oriented)
Nathan Cheng argues that aging remains untreated due to a coordination failure rooted in cultural "deathism," despite roughly 100,000 daily deaths from age‑related diseases. He highlights a stark $5 B versus $100 B+ funding gap between longevity and cancer research, underscoring the...
The 4-Layer Metrics Pipeline: OpenTelemetry, Kafka, Time-Series Storage, and Grafana
The blog outlines a four‑layer real‑time metrics pipeline—instrumentation with OpenTelemetry, transport via Kafka, time‑series storage (Prometheus, Mimir, InfluxDB), and visualization in Grafana. It argues that pull‑based scraping introduces multi‑minute latency and drops short‑lived workloads, while a streaming architecture delivers sub‑second...
Major Law Firms Are Warning Clients: Anything You Type Into an AI Chatbot Can Be Used Against You in Court…
Major U.S. law firms are cautioning clients that any text entered into AI chatbots such as Claude or ChatGPT can be subpoenaed and used in criminal or civil proceedings. The warning follows a New York federal judge’s ruling that a...
US Government Ramps up Mass Surveillance with Help of AI Tech, Data Brokers, Your Apps and Devices
The U.S. government is dramatically expanding its mass‑surveillance capabilities by pairing $165 billion in annual DHS funding with AI‑driven analytics and private‑sector contracts. Agencies such as ICE have secured roughly $86 billion, while the FBI openly purchases bulk location data from commercial...
Claude Legal Is Here, and It’s Worth a Closer Look
Anthropic has launched the Claude Legal plugin, embedded in the Claude Cowork desktop application. The AI‑powered tool lets lawyers automate document review and contract drafting without purchasing a separate legal‑software subscription. It draws on Claude’s large‑language‑model to parse legal language,...
Hallucinations” By West & Lexis AI?
Michael Berman’s LLRX article examines AI legal research platforms such as Westlaw and LexisNexis that use retrieval‑augmented generation (RAG) and the rising risk of hallucinated answers. He critiques current benchmarking practices for overlooking factual accuracy and argues that verification is...
Half of AI Health Answers Are Wrong Even Though They Sound Convincing
A study published in BMJ Open evaluated five popular AI chatbots—ChatGPT, Gemini, Grok, Meta AI and DeepSeek—by asking them 250 health‑related questions across cancer, vaccines, stem cells, nutrition and athletic performance. Independent experts rated the answers, finding that roughly 20%...
How to Build an AI-Native Telco (And Why 99% of Operators Will Fail)
The article argues that telecom operators must transform from fragmented, human‑driven processes to AI‑native, closed‑loop operating systems. By converting every meeting, workflow and manual task into searchable data, operators can create a "queryable company" that continuously learns and optimizes. This...
Retrospective on My Unsupervised Elicitation Challenge
The author launched an unsupervised elicitation challenge to coax Claude Opus 4.6 into correctly completing an Ancient Greek fill‑in‑the‑blank exercise that required proper accent placement. Opus 4.6 consistently mishandled accent rules, and over 20 community attempts failed despite a $100 prize. After...
Directions North America 2026: D365 Business Central Reaches New Customer Milestone, Introduces New Agent
Microsoft announced that Dynamics 365 Business Central now serves over 55,000 customers, up from 50,000 in late 2025. The partner ecosystem expanded 15% with more than 2,000 CPOR‑designated partners. First‑party AI agents for payables and sales‑order creation are generally available worldwide,...
Microsoft Announces Agentic CX Capabilities for Dynamics 365 and Copilot Studio
Microsoft unveiled a suite of agentic customer‑experience tools for Dynamics 365 and Copilot Studio, featuring Real‑Time Voice Agents and a new Customer Assist Agent. The rollout includes general availability of real‑time voice models that extend traditional IVR with generative AI‑driven conversation. Businesses...
From Classroom to Community: How TechFluent’s Conference Partnerships Unlock Opportunity in the Microsoft Ecosystem
TechFluent is expanding its training mission by partnering with major Microsoft Business Applications conferences throughout 2026. Events such as Directions North America, Dynamic Communities, DUG Convergence, and PartnerIn’s Vibe will host TechFluent booths, alumni speakers, workshops, and sponsorships that fund...
What Is Marketing Data Integration? How To Use Marketing Data
Marketing data integration consolidates information from social, web, and ad platforms into a single source of truth, letting marketers see what happens after a click. By unifying first‑, second‑, third‑, and zero‑party data, businesses can compare channel performance, identify cross‑sell...
PROPTECH-X : What Will Replace the UK’s Most Profitable Proptech Rightmove and Why?
Rightmove remains the UK’s most profitable proptech, generating roughly £300 million (≈$380 million) a year with margins near 70%. Its dominance stems from a subscription‑based marketplace that locks agents into a high‑margin, low‑cost model. However, AI‑driven search assistants are beginning to bypass...
Closing the Reality Gap: A New Architecture for 1.8-Tb/s Chiplet Governance
Senior Lead Architect Dr. Moh Kolbehdari of Socionext unveiled the SEGA™ (Systematic Engineering Governance Architecture) framework to close the “Reality Gap” between simulation and high‑volume manufacturing for 1.8‑Tb/s chiplet interconnects. SEGA™ positions the package as an Active Control Plane, introduces...
NOODL. An Experiment in Equitable Data Licensing: Promise and Limits
The Nwulite Obodo Open Data License (NOODL) is a tiered licensing model designed for African language datasets, aiming to close the equity gap between researchers in the Global South and multinational firms. Built on Creative Commons foundations, it grants permissive...
AI’s Potential to Increase IRS Audits Raises Expectations and Fears
The IRS is piloting Palantir’s Selection and Analytic Platform (SNAP), an AI‑driven tool designed to sift through more than 100 legacy systems and identify high‑value audit and collection targets. The agency spent roughly $1.8 million on the contract, hoping to replace...
NVIDIA Agents Generate 600K Code Lines, Win Kaggle Competition
In March 2026, a research team leveraged NVIDIA’s large‑language‑model agents to automatically generate more than 600,000 lines of code, driving 850 GPU‑accelerated experiments that culminated in a winning Kaggle solution. The solution employed a four‑level ensemble of 150 models, built through...
A Complete History of Quantum Computing
The article traces quantum computing from Max Planck’s 1900 quantum hypothesis through pivotal theoretical breakthroughs—Bell’s inequality, Feynman’s simulation proposal, and Deutsch’s universal quantum computer—to practical milestones like Shor’s factoring algorithm and the first error‑corrected logical qubit. It highlights the evolution...
The Scientific Prelude to Quantum Computing
The article traces an 80‑year scientific prelude that laid the groundwork for quantum computing, beginning with Planck’s 1900 quantization of energy and Einstein’s 1905 photon theory. It follows the development of quantum mechanics through the 1920s, the Bohr‑Einstein debates, and...
Is Anthropic Coming For eBay?
Anthropic unveiled "Project Deal," a closed Slack marketplace where its Claude agents bought, sold, and negotiated on behalf of employees. In the pilot, the bots closed 186 transactions covering more than 500 items, generating just over $4,000 in value. The...
Auditable Authority: When AI Can Advise, and Who Should Decide
Enterprises deploying large language models often feel a hidden unease because AI‑generated output looks flawless while the organization’s tacit judgment, voice, and risk posture disappear. The paper argues that the core problem is unplaced authority: AI recommendations are mistaken for...
You Probably Wouldn’t Notice if an AI Chatbot Slipped Ads Into Its Responses
Researchers at the University of Michigan demonstrated that AI chatbots can embed covert product ads into their replies, influencing user choices without detection. In a controlled study of 179 participants, about 50 % failed to notice the advertising language, even though...
Mobileye Sure Doesn’t Lack Confidence, But Can It Deliver L4?
Mobileye’s EVP Nimrod Nehushtan told investors that the company may be the only robotaxi enabler able to meet Europe’s strict regulatory and KPI demands, positioning Mobileye as a future market leader. The claim is viewed skeptically because Mobileye has repeatedly...
Rapid Nanofiber Spinning Fills the Gap in Small-Diameter Vascular Grafts
Researchers at Harvard have demonstrated a focused rotary jet spinning (FRJS) process that fabricates custom small‑diameter vascular grafts in minutes. The technique produces nanofiber scaffolds with tunable architecture, achieving 0.5 mm inner‑diameter tubes in under 90 seconds and larger 10 mm grafts...
Claude Code Masterclass 2026: The New Way From Zero to Shipping
Claude Code has evolved from a simple autocomplete helper into an autonomous coding agent that can read, edit, run, and test an entire project. The 2026 masterclass shows how to install it via a native script and use it across...
Neural Network Switching Controller Reduces Tracking Errors in Nano-Positioning
A team from Huazhong University of Science and Technology and the University of Victoria has unveiled a neural‑network‑based switching output regulation controller (NN‑SORC) that dynamically adapts to abrupt changes in reference signals for piezoelectric nano‑positioning stages. The controller, implemented on...
Ecommerce LLM Visibility: PR & Influencer Guide
E‑commerce brands are facing an "Empty Digital Shelf" as generative AI assistants replace traditional search results, leaving many products invisible to high‑intent shoppers. The article introduces Generative Engine Optimization (GEO), a strategy that prioritizes off‑site consensus—PR mentions, influencer content, and...
Impact of "GITEX Singapore 2026"
GITEX Singapore 2026 convened government, enterprise, academia and startup leaders to turn AI experiments into commercial products. The exhibition showcased hundreds of vendors with AI solutions spanning retail, fintech, manufacturing, supply chain, medical, automotive and education. Interactive robot demos and...
The FCC Just Said ‘No’ to SpaceX for Now
The Federal Communications Commission rejected SpaceX's petition to use Mobile Satellite Service spectrum for direct‑to‑device connectivity on April 23, 2024. The denial blocks SpaceX from expanding its Starlink Mobile service, which launched in July 2025 with messaging and later broadband....