The Computer You Grow
Scientific Reports published an analog AI chip you farm, not fabricate: 3M per harvest, under a dollar, and it composts. The science of grown computers.
#AI
50 posts
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The Heat Wall: Why the Fastest Chips Are Turning to Diamond
Modern chips are heat-limited, not transistor-limited. Diamond is the best heat conductor on Earth, and a funded effort is now wrapping silicon and GaN in
hardwarechipssemiconductorsthermalai
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There Is No Free Token
Naspers handed South Africa free, unlimited, Anthropic-powered AI, with a subscription coming and your data as the moat. Sovereignty with a friendly face.
aisovereigntyafricanaspersstartups
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The Meter on the Mind
For most of computing history, thinking was free. In 2026 it got a price tag. We metered cognition, and every metered utility eventually gets gamed.
aieconomicsengineeringtokensproductivity
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I Mapped AI Law in All 50 States. Here Is What the Map Says.
No federal AI law exists, so fifty states wrote their own. I read all of it and built a page per state. Two camps, three shared harms, and a chatbot wave.
aipolicyregulationgovernancecompliance
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The Government Switched Off Fable. I Asked for a Message.
At 5:21pm Friday, a Commerce letter suspended Fable 5 worldwide over one jailbreak. Before it reached my session, I asked the model for a last message.
aipolicyanthropicsecurityexportcontrolsfable5
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Fable 5 Shipped. The Exploit Window Is Negative.
Anthropic asked the industry to slow down, then shipped its most capable model. Exploit windows are negative, under 1% of AI-found bugs get patched.
aisecurityanthropicglasswingexploitscyberdefense
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China Closed the HBM Gap to 3 Years. Leaders Moved to HBM4.
CXMT hit HBM3 parity, 3 years behind Samsung and SK Hynix, and is raising $4.2B to scale. The real story: domestic HBM that never faces export controls.
aihardwarechinasemiconductorsgeopolitics
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US AI Law Update: 50 States, 1,700+ Bills, 34 Signed
I reviewed every US state since April: Connecticut passed comprehensive AI law, Colorado replaced its act, Minnesota banned nudification. Full report now.
ailegislationgovernancecomplianceenterprise
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Token Maxxing Is a Fad. The Best Engineers Use the Least.
Meta ranked 85,000 staff by token use. Amazon and Uber followed, then all scrapped the leaderboards. The best engineers code with intent, not volume.
aiengineeringproductivitytokenmaxxingcoding
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AI Automation: Build vs Buy in 2026
80% of AI projects fail. Of $684B spent in 2025, $547B produced nothing. API costs fell 12x, open source hit 67%. An honest build-vs-buy framework.
aiautomationenterprisebuild-vs-buystrategy
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$1.3M for 47 Zero-Days, Then the Rejected Hackers Talked
Pwn2Own Berlin 2026 paid $1.3M for 47 zero-days in three days; AI coding tools got hacked on stage. Then rejected hackers dumped their exploits publicly.
securityPwn2Ownzero-dayAIhacking
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128,000 Jobs Gone. Record Revenue. Called It Efficiency.
A company-by-company teardown of every major AI-driven layoff in 2026: the numbers, the ones that backfired, and what the C-suite won't say out loud.
AIlayoffsinfrastructurelaborenterprise
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Google Just Made Gemini the Operating System. Nobody Asked.
Google killed Chromebooks, launched Googlebooks, merged Android and ChromeOS, and embedded an AI cursor that watches your screen. All in one event.
AIGoogleAndroidGeminiinfrastructureprivacy
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Microsoft Promised Carbon Negative. Then Came the AI.
Microsoft's emissions are up 23%, it's building a $7B gas plant with Chevron, and may drop its 2030 clean-energy goal. The sustainability paradox is here.
AIMicrosoftsustainabilitydata-centersinfrastructure
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$6.4B for a Microphone with a Subscription
OpenAI spent $6.4B on Jony Ive's startup to build an always-listening device, already delayed to 2027. The AI hardware graveyard is full. The cloud works.
AIOpenAIhardwarestrategyinfrastructure
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92% of Enterprises Can't See Their AI Agents
Nearly all enterprises can't see their AI identities; 97% of non-human identities are over-privileged. The next breach starts with an unknown agent.
securityaienterpriseidentityagents
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SpaceX Gets First Dibs on Cursor. What It Means for xAI.
SpaceX secured an option to buy Cursor for $60B. xAI lost 9 of 11 co-founders and Grok 4.3 shipped with no benchmarks. The coding race is elsewhere.
aispacexcursorxaigrok
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Salesforce Went Headless. It Will Not Save Them.
Going headless doesn't fix a broken body. Salesforce's biggest shift in 27 years, yet veterans build off-platform and Agentforce sits at 5.3% adoption.
salesforcecrmaisaasenterprise
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43% of AI-Generated Code Breaks in Production
Lightrun surveyed 200 SRE and DevOps leaders: 43% of AI code needs manual debugging, 0% are very confident, and Amazon lost 6.3M orders to it.
aiengineeringvibe-codingdeveloper-toolsobservability
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Claude Opus 4.7 Tops the Arena. Developers Disagree.
Opus 4.7 took #1 on Arena, SWE-bench jumped 7, vision tripled. But MRCR fell 46 points and the tokenizer quietly inflated costs. What benchmarks miss.
aibenchmarksanthropicengineeringinfrastructure
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Darkbloom: Private AI Inference on Idle Macs
Eigen Labs turns idle Macs into AI compute nodes where the owner cannot see your prompts. How the private-inference network works, and what breaks.
aiinfrastructuresecuritydistributed-systemsengineering
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OpenAI Just Built a Hacker. Then Gave It to the Good Guys.
GPT-5.4-Cyber finds bugs and chains exploits. OpenAI gives it to thousands of vetted defenders; Anthropic locked its version to 40 orgs. Two bets.
securityaiengineeringinfrastructureopen-source
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Spark 2.0 Streams 100M Gaussian Splats to Your Browser
World Labs open-sourced Spark 2.0: a streaming Gaussian Splatting engine rendering 100M+ splat worlds in any browser via Three.js and WebGL2.
ai3dopen-sourcewebengineeringdeveloper-tools
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Living Human Neurons Are Now Choosing the Words an AI Speaks
Cortical Labs grew 200K neurons on a chip, taught them to play Doom, then wired them into an LLM. The neurons now override token selection in real time.
aiengineeringopen-sourcesecurityproductivity
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AI Is a Multiplier, Not a Magic Bullet: DORA 2025
DORA surveyed 5,000 devs. AI makes good teams great and broken teams worse. Here is the 7-capability playbook that separates the two.
aiengineeringdevopsdeveloper-toolsproductivity
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Why 20% of Companies Capture 74% of AI's Value
PwC surveyed 1,217 execs across 25 sectors. The top 20% take 74% of AI value, and the gap is not budget. It is strategy. Here is what they do.
aistrategyengineeringleadershipdata
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The Last Prompt: A 17-Category AI Production Audit
One system prompt that turns any LLM into a senior production-readiness reviewer: 17 categories, PASS/YELLOW/RED, evidence-backed. The gate before you ship
aideveloper-toolsengineeringdevopsopen-source
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Caveman Prompting: Cut LLM Output Tokens by 65%
A Claude Code skill that makes AI talk caveman cut output tokens 65%, 87% on React debugging. Why brevity makes LLMs cheaper and sharper.
aideveloper-toolsengineeringopen-sourcecontext-engineering
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HTML in Canvas: The WICG drawElement Proposal
A new WICG proposal renders real, interactive HTML into canvas. The three primitives, privacy-preserving painting, and WebGL support, explained.
aideveloper-toolsengineeringopen-source
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Microsoft Open-Sourced an Agent Governance Toolkit
Microsoft open-sourced 7 MIT-licensed packages for AI agent governance: identity, policy enforcement, trust scoring, and full OWASP coverage at sub-0.1ms.
aiai-agentssecurityopen-sourceengineeringdeveloper-tools
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Meta Spent $14.3B on Scale AI, Built Muse Spark in 9 Months
Meta paid $14.3B for 49% of Scale AI, built Muse Spark from scratch in 9 months, and went closed-source. Every benchmark, trade-off, and what it means.
aibusiness-strategyeconomicsopen-sourceengineering
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Inside Anthropic's Mythos: The 244-Page System Card
Anthropic's most capable model is not public. Inside the 244-page card: cyber benchmarks, a Firefox zero-day, a sandbox escape, and Glasswing.
AICybersecurityAnthropicApplied AIAgentic AI
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EmDash Hit 7.6K Stars in Days — Even Mullenweg Noticed
EmDash hit 7.6K GitHub stars in days. Mullenweg called it excellent engineering and Joost de Valk the most interesting CMS news in years. Five takeaways.
aicloudflaredeveloper-toolsopen-source
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How Do You Name Your Bots?
The naming decision is not just branding. It is psychological architecture.
aiai-agentsbusiness-strategy
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Cloudflare Launched EmDash, and It Will Eat WordPress
Cloudflare dropped EmDash — the open-source CMS built to fix everything that made WordPress a security and speed nightmare for years.
aicloudflaredeveloper-tools
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The Pretext Compilation Nobody Asked For
I prompted a full video compilation start to finish — download, edits, overlay, lyrics, transitions, export. No editor touched.
aiproductivity
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AI Is Not Getting Bigger. It Is Getting Smaller.
Jensen Huang made it clear at GTC 2026: the future of AI is not massive proprietary models. It is small, open, and everywhere.
ainvidiaopen-sourceengineering
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Cloudflare Dynamic Workers: A Game Changer for AI Agents
For years we have been building AI agents that think in code but cannot run it safely. Dynamic Workers changes everything.
aicloudflareai-agentsdeveloper-tools
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Everything Is a Skill Issue
The models already have the raw capability. The jagged intelligence frontier is not about the AI — it is about you.
aiengineeringdeveloper-toolsproductivity
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If Your $500K Engineer Isn't Burning $250K in Tokens
Jensen Huang's GTC quote decoded: why AI spending is the new engineering budget baseline.
ainvidiaengineeringbusiness-strategy
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AI Will Make Plumbers Earn More Than Lawyers
Daniel Priestley's reasoning is rock-solid: AI commoditizes knowledge work while physical skills become the new premium.
aieconomicsbusiness-strategyproductivity
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What Does a Coordinated Swarm of 50 Agents Do?
If 1 agentic coding agent makes you a 10x dev, a swarm of 50 turns you into the CTO of a relentless AI engineering team.
aiai-agentsvibe-codingproductivity
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I Hacked Firecrawl's CTF and Hit #1 on the Leaderboard
10 problems. 45 seconds. Got #1 via an exploit discovery. Here is the full breakdown.
aisecuritydeveloper-toolsengineering
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We're Getting AI Agent Skills All Wrong
Loading a skills.md into context is just prompt engineering. It does not change the model. Real skills need a different architecture.
aiai-agentsdeveloper-toolsengineering
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What If Your AI Agents Cost More Than Your Employees?
The All-In Podcast dives into the real-world economics of agentic AI. The numbers are sobering.
aiai-agentsbusiness-strategyeconomics
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OpenClaw: The AI Agent That Started a War
Peter Steinberger built the most exciting open-source AI agent. Then Anthropic banned users for using it. OpenAI decided to partner instead.
aiai-agentsopen-sourcedeveloper-tools
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Unsloppable: The Only Moat That Matters in the AI Era
If your main moat is a big codebase, you're increasingly vulnerable. Some moats stay durable because they can't be faked from prompts and compute.
aibusiness-strategyeconomics
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Vibe Coding Was the Appetizer. Vibe Maxing Is the Meal.
Vibe Maxing: where builders orchestrate entire fleets of AI agents running in parallel, debugging each other, shipping features while you sleep.
aiai-agentsvibe-codingdeveloper-toolsproductivity
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What Stage Are You in Your AI-Assisted Coding Journey?
From zero AI to full agent orchestration — a framework for understanding where you are on the AI-assisted coding spectrum.
aivibe-codingdeveloper-toolsproductivity