When the Safety Lab Has a Safety Problem
512K Lines of Code Exposed 1,906 TypeScript Files Leaked 41.5K GitHub Forks at Peak 0 Customer Records Exposed A nthropics entire brand proposition rests on one word: s…
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Independent Analysis: AI, SaaS, and Revenue Growth Strategy
Browse independent analysis on AI, SaaS, and revenue growth strategy from the shashi.co archive.
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The AI That Finally Learned to See
200K Memory Capacity $1.20 Cost Per Million 128K Write Limit 30+ Specialist Skills T he biggest hurdle in using Artificial Intelligence to build software is not a lack …
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Helium Shortage from Middle East Conflict Puts MRI Scans at Risk: Why VoxelGrids’ Helium-Free MRI Backed by Sridhar Vembu Matters Now
Helium Shortage from Middle East Conflict Puts MRI Scans at Risk: Why VoxelGrids’ Helium-Free MRI Backed by Sridhar Vembu Matters Now
20% Estimated productivity lift cited by Shopify engineering leadership 1 Proxy gateway that standardizes access, not tools 2 Two debts: comprehension and quality 20…
Google's TurboQuant Compresses AI by 6x. That Changes the Infrastructure Math.
6× KV Cache Memory Reduction 8× Attention Speedup on H100 GPUs 3-bit KV Quantization, Zero Retraining 0% Accuracy Loss Across Benchmarks E very large language model run…
ManageEngine Adds EDR and Zero Trust Access to Endpoint Central. Here Is What the Single-Agent Bet Actually Means.
Analyst Brief · Endpoint Security · April 2026 The company's claim is not just a feature announcement. It is a structural argument: that the organizatio…
Meta's Semi-Formal Reasoning Shows How Structured Prompting Can Replace Execution Environments in Code Review
When a software team uses an AI tool to fix a bug or update a feature, someone still has to verify the fix actually works. Today, that means running the code t…
The Clawconomy: Why the Agent Economy Is an Infrastructure Story, Not a Software Story
Analyst Perspective — Agentic AI Infrastructure Shashi Bellamkonda | April 2, 2026 Every major hardware vendor now has a Claw strategy. That is not a coinciden…
AWS Is Building Saudi Arabia's Cloud Workforce Before the Cloud Region Opens
Cloud Infrastructure · Saudi Vision 2030 · Workforce Strategy $5.3B AWS Saudi Investment 4 weeks Virginia Immersion 3 Availability Zones at Launch $11.5B KSA Cloud Mar…