Beyond Market Intelligence

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🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Visualizing Project Budgets: Tracking Spend and Completion Clearly

A stacked bar chart is a smart, intuitive solution for tracking project budgets against spend and completion.
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Resolving the dot notation syntax error in Stocks data type

A frustrating issue has emerged for Mac users running Excel 16.113.1: dot notation for Stocks data types, like =B11.Price, triggers a generic syntax error even when autocomplete confirms the field exists. This worked…
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Color-Coded Spreadsheet Totals Made Simple with AI Assistance

You've spotted a smart workflow gap: linking cell colors to calculations so that a color in D5 automatically sets K5's color, then sums only those H-column cells of that shade into Q10.
AI noise forces Google to pause bug bounty for open source
TechCrunch

AI noise forces Google to pause bug bounty for open source

AI noise isn't just annoying, it's now costly enough that Google has paused bug bounties for open-source projects.
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Unlearn Your IFERROR Habit: Modern Arrays Handle Errors Naturally

That moment when you realize you've been wrapping `IFERROR` around every lookup out of pure muscle memory, it hits hard.
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Beyond the Novelty: Practical Power of AI-Powered Nested Arrays

You've put your finger on the real question: when does a neat trick become a genuine tool?
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

When your formula bar edits freeze the cursor, your spreadsheet stops flowing

A formula bar that won't release the cursor after a trackpad edit is the kind of maddening glitch that turns a simple workflow into a battle of will.
Explore Android's New Component-Level Security Patch Verification
InfoQ

Explore Android's New Component-Level Security Patch Verification

A single device-wide security patch date tells you very little about actual risk.
A new task force frames the next chapter in AI safety oversight
TechCrunch

A new task force frames the next chapter in AI safety oversight

President Trump's latest response to the AI safety debate creates a new task force to frame what comes next.
Navigating the road ahead with a clearer view of robotaxi regulation
TechCrunch

Navigating the road ahead with a clearer view of robotaxi regulation

Robotaxi rules are finally getting the clarity they deserve, and that clarity matters for everyone building on this technology.
From one AI agent to many: smart governance for expanding fleets
Towards Data Science

From one AI agent to many: smart governance for expanding fleets

Moving from guarding one AI agent to steering a fleet demands a smarter approach to governance.
Reducing Dynamical Systems to One Parameter for Zero-Shot Reconstruction
Machine Learning

Reducing Dynamical Systems to One Parameter for Zero-Shot Reconstruction

A single parameter α now controls whether a dynamical system settles into a fixed point, a limit cycle, or chaos.
🐈Machine Learning
Machine Learning

A Typo in ICLR's Template Has Persisted Since 2019

A typo in ICLR's official template has survived since 2019: the sample bibliography credits the Deep Learning book to "Goodfellow, Bengio, Courville, Bengio," complete with a nonexistent volume 1.
🐈AI News & Strategy Daily | Nate B Jones
AI News & Strategy Daily | Nate B Jones

The era of apps is giving way to AI-native workflows

The era of apps is giving way to AI-native workflows, and that shift is about more than replacing interfaces.
🐈Machine Learning
Machine Learning

TypeSafe AI's Jev Delivers Focused Utility Without Hallucinations

Jev, TypeSafe AI's new model, promises frontier-class reasoning without hallucinations, and it's built by a co-inventor of ChatGPT.
Why AI Can Know a Fact but Miss Its Simple Reverse
Towards Data Science

Why AI Can Know a Fact but Miss Its Simple Reverse

The Reversal Curse isn't just a quirk, it's a fundamental lesson in how language models actually store knowledge.
🐈Machine Learning
Machine Learning

One Day Left for NeurIPS 2026 Authors to Submit Accepted Papers

The NeurIPS 2026 deadline for importing accepted papers is down to one day, and if you're submitting your first research paper, that countdown can feel more intimidating than the review process itself.
🐈Machine Learning
Machine Learning

Navigating Ethics in AI When Your Internship Conflicts with Your Values

A PhD student in machine learning faces a dilemma that more researchers should talk about openly: an internship offer where the research is compelling, but the company's marketing preys on user insecurities and the…
A self-hosted inbox for background AI agents is now open source
InfoQ

A self-hosted inbox for background AI agents is now open source

A team of developers at AWS has open-sourced Pizza Bot, a self-hosted inbox designed for background AI agents.
🐈Machine Learning
Machine Learning

Two Years of Motion Research Rejected Without Explanation

Two years of motion research, rejected without a single reason.
Testing Vision AI Against a Mirror Suit Built to Break Object Detection
Machine Learning

Testing Vision AI Against a Mirror Suit Built to Break Object Detection

A mirror suit designed to break object detection sounds like a stunt, but this dataset is serious engineering.
🐈Machine Learning
Machine Learning

A practical guide to diffusion models that balances deep math with clear insight

The balance between mathematical rigor and intuitive insight in *The Principles of Diffusion Models* is genuinely exceptional.
Testing 49 LLMs on Nonograms Reveals Where AI Logic Still Falls Short
Machine Learning

Testing 49 LLMs on Nonograms Reveals Where AI Logic Still Falls Short

Nonograms look like simple logic puzzles, but they've exposed a sharp limit in how today's best AI models reason.
How small AI models closed the gap on a test built for humans
Machine Learning

How small AI models closed the gap on a test built for humans

For the first time, small local AI models have matched average human performance on a benchmark built specifically to prove human superiority, and it happened in just the last 30 days.
AWS clarifies data center stance, sets aside NDAs to rebuild trust
TechCrunch

AWS clarifies data center stance, sets aside NDAs to rebuild trust

Amazon Web Services is done letting silence do the talking.
OpenAPPA Turns the Tables on Prompt Injection With a Perfect Security Record
InfoQ

OpenAPPA Turns the Tables on Prompt Injection With a Perfect Security Record

OpenAPPA is turning the tables on prompt injection with a perfect security record.
Court rules warrantless Flock plate searches breach Fourth Amendment rights
TechCrunch

Court rules warrantless Flock plate searches breach Fourth Amendment rights

A federal judge just made clear that automated license plate readers like Flock aren't above the Fourth Amendment.
When hand tracking loses the plug, does the demo still teach the robot
Machine Learning

When hand tracking loses the plug, does the demo still teach the robot

A hand tracker records the cable approach perfectly, then vanishes exactly as the plug meets the socket.
🐈AI News & Strategy Daily | Nate B Jones
AI News & Strategy Daily | Nate B Jones

The Real Cost of AI Spreadsheets: Free vs Premium Solutions

The promise of "free" AI spreadsheets is tempting, but the hidden costs, in privacy, capability, and control, can be steep.
🐈Machine Learning
Machine Learning

Area chair free passes prompt questions as NeurIPS sells out

NeurIPS has sold out, and area chairs who held out for complimentary passes are now feeling the pressure.
🐈Machine Learning
Machine Learning

Reward-aware search replaces blind sampling in best-of-N generation

Repetitive sampling in best-of-N generation is basically a blind search, even though most tasks using it are built around reward maximization.
Explore how an actively exploited GitLab flaw risks unauthenticated data access
InfoQ

Explore how an actively exploited GitLab flaw risks unauthenticated data access

CVE-2026-85706 has moved from theoretical warning to confirmed exploitation, and that changes the urgency for every self-managed GitLab instance.
🐈Machine Learning
Machine Learning

ICLR 2027 Resets Its Scoring Scale for Paper Reviews

ICLR's decision to compress its review scale from the familiar 1-10 down to just four scores feels like a step backward, not forward.
A key AI safety voice resigns citing a broken company culture
TechCrunch

A key AI safety voice resigns citing a broken company culture

David Robinson calls himself "something of a cliché": a top AI safety voice quitting a leading company with a dire warning about its culture.
Jack Dorsey's Bitchat pulled from India app stores under government order
TechCrunch

Jack Dorsey's Bitchat pulled from India app stores under government order

Jack Dorsey's Bitchat has been pulled from Indian app stores under government orders, leaving the messaging platform largely unavailable in the country.
An electric hydrofoil ferry that transforms how cities move on water
TechCrunch

An electric hydrofoil ferry that transforms how cities move on water

A 12-knot wake becomes a whisper.
Neko Health brings its AI-powered body scanning to the US market
TechCrunch

Neko Health brings its AI-powered body scanning to the US market

Neko Health is bringing its AI-powered body scanning to the U.S., and Farooq Abbasi recently sat down with Equity to discuss what's next for the health tech company. This is a space worth watching, especially as…
How topological thinking makes forecasting models more adaptable
Machine Learning

How topological thinking makes forecasting models more adaptable

Most forecasting models break when a system shifts from cyclic to chaotic behavior, a tipping point that current approaches simply cannot handle.
Your AI assistants can now live inside your text messages
TechCrunch

Your AI assistants can now live inside your text messages

Your AI assistants can now live inside your text messages.
Exploring whether AI agents can match human creativity in data discovery
Towards Data Science

Exploring whether AI agents can match human creativity in data discovery

Can LLM agents match human creativity in data discovery?
Recover Blood Flow from 40 Noisy Readings with a PyTorch PINN
Towards Data Science

Recover Blood Flow from 40 Noisy Readings with a PyTorch PINN

Forty noisy measurements.
Anthropic's $500 billion bet reshapes the future of data infrastructure
AI News & Strategy Daily | Nate B Jones

Anthropic's $500 billion bet reshapes the future of data infrastructure

Anthropic's $500 billion bet signals that the future of data infrastructure belongs to those who build for intelligence, not just storage.
AI Agents Shrink the Window for Open Source Vulnerability Fixes
InfoQ

AI Agents Shrink the Window for Open Source Vulnerability Fixes

The window between a vulnerability being disclosed and someone exploiting it is shrinking fast.
Istio 1.31 Shifts Release Artifacts and Adds Smarter Waypoints
InfoQ

Istio 1.31 Shifts Release Artifacts and Adds Smarter Waypoints

Istio 1.31 arrives with smarter agentgateway waypoints in ambient mode and a necessary canary configuration fix in 1.31.1. More critically, the project is ending publication of images and Helm charts to Google Cloud,…
How DoorDash Built a GenAI Platform for 5,000 Users
InfoQ

How DoorDash Built a GenAI Platform for 5,000 Users

DoorDash bet big on open-weights models after starting with vendor-first setups, and that shift is the spine of this story.
Meta opens Muse to spark smarter everyday devices
TechCrunch

Meta opens Muse to spark smarter everyday devices

Meta is giving away the code for Muse, its AI model designed to power smarter everyday devices.
Senate bill would end federal use of automatic license plate readers
TechCrunch

Senate bill would end federal use of automatic license plate readers

A proposed Senate bill would end the federal government's use of automatic license plate readers, a move that signals growing unease with how surveillance tools are deployed in public spaces.
Apple tightens macOS data access as AI agents reshape security risks
TechCrunch

Apple tightens macOS data access as AI agents reshape security risks

Apple's move to tighten Full Disk Access controls arrives not a moment too soon.
From Napster to Nashville: Sean Parker returns to reshape music with AI
TechCrunch

From Napster to Nashville: Sean Parker returns to reshape music with AI

Sean Parker helped Napster teach the music industry the art of seeking forgiveness.
Explore your next career move with a $75 Disrupt Expo+ Pass for 2026
TechCrunch

Explore your next career move with a $75 Disrupt Expo+ Pass for 2026

Big news for anyone chasing momentum in the tech world: TechCrunch Disrupt 2026 is offering an Expo+ Pass for just $75, but only the first 100 qualifying attendees will snag that price.