The Rise of Reinforcement Learning Platforms 👉 gradientflow.substack.com/p/theyre-lit...

Messi ended up assisting on both goals ⚽️ what a gut wrenching loss for England #worldcup www.youtube.com/watch?v=y-4s...

🎗️ How Reinforcement Learning Is Moving Into Enterprise AI 🎯 More than 25 startups now have RL at the center of what they build. The common thread: frontier models are smart but unreliable for real multi-step work. RL is how teams are fixing that gradientflow.substack.com/p/theyre-lit...

🎗️ How Reinforcement Learning Is Moving Into Enterprise AI 🔎 RL has quietly moved from AI research labs into the core product of more than 25 startups. Here's what that looks like in practice and why it matters for anyone building with AI agents. gradientflow.substack.com/p/theyre-lit...

🎗️ From Research Lab to Product: Reinforcement Learning Grows Up 🔎 More than 25 startups now have RL at the center of what they build. The common thread: frontier models are smart but unreliable for real multi-step work. RL is how teams are fixing that. gradientflow.substack.com/p/theyre-lit...

Wall Street analysts on SpaceX 🤦‍♂️ Watch this **hilarious** video using this link youtu.be/nzh3ltTkBFA?... through minute 20:00

Something is seriously wrong over at OpenAI 👀 Based on what can be gleaned in the Apple lawsuit, the corporate culture seems to tolerate serious breaches of ethics fortune.com/2026/07/11/o...

The attenuation funnel is real: AI coding tools may boost code output 2–3x, but shipped software only grows ~30%, and end-user app usage has barely moved. More code does not equal more value. thedataexchange.media/quick-take-2...

Inexcusable if the examples cited are true - That OpenAI tolerates this is insane news.ycombinator.com/item?id=4886...

#hope #solar #cleanenergy youtu.be/ogAZS7_RhhA?...

Ethics.Dev 💥 Tracking the Costs, Risks, and Rules of AI ethics.dev

🚨 Build Specialized AI Instead of Renting Intelligence Stop renting intelligence from frontier labs. Build specialized AI you own and let it compound for YOU. Oumi CEO Manos Koukoumidis explains how. thedataexchange.media/manos-koukou...

How AI Agents Connect to the Real World 🎯 Loading a full MCP tool schema can cost tens of thousands of tokens before any real work starts. CLI costs zero upfront. Token efficiency is a real, measurable advantage → gradientflow.substack.com/p/i-changed-...

Most enterprises use AI models 10–100x bigger than they need. That's not a strategy, it's waste. Manos Koukoumidis of Oumi explains the smarter path thedataexchange.media/manos-koukou...

The Hidden Cost of Giving AI Agents Shell Access 🎯 CLIARE is a 🆕 open source tool for measuring how ready a CLI is for AI agents. It evaluates discoverability, error handling, machine readable output, and other practical capabilities → gradientflow.substack.com/p/i-changed-...

👉 gradientflow.substack.com/p/i-changed-...

IMO this has been The Game of the 2026 World Cup - so far at least youtu.be/XO3x8vm0Ijc?...

🆕 Measuring AI Readiness for Command Line Tools 🎗️ CLIARE is an open-source tool that probes the real installed binary, not your docs, and scores it across 6 dimensions: discoverability, valid invocation, completion without hanging, error messages, & more → gradientflow.substack.com/p/i-changed-...

Does AI Actually Make Developers More Productive? The Evidence, For and Against gradientflow.com/ai-coding-to...

The crisis Mexico doesn’t want you to see ⚽️ #worldcup youtu.be/oEp5a1yvrAI?...

Fireworks 💥 in the Mission District last night 🚨 law enforcement and first responders eventually break things up (after 11 pm; ~ 10:19 in the video) #SanFrancisco www.youtube.com/watch?v=nnB2...

Happy 4th 🎊🇺🇸 We've been rewatching this fantastic Ken Burns series this week 💯 @pbs.org www.pbs.org/show/the-ame...

Ethics.Dev 🔥 Watching Where AI Hits Society ethics.dev

Unlocking Enterprise AI: Andrew Moore on YottaGraph and Lovelace AI 🔎 thedataexchange.media/andrew-moore...

👉 gradientflow.substack.com/p/i-talked-t...

The Context Engine 🔥 Andrew Moore on How Lovelace AI Is Making Autonomous Agents Work for Mission-Critical Analysis 🔎 thedataexchange.media/andrew-moore...

Why AI Agents Need Context Graphs to Succeed 🙌 Enterprise AI is moving beyond better models. Context graphs help AI agents connect relationships across companies, people, assets, events, and documents in ways that traditional search cannot easily handle. gradientflow.substack.com/p/i-talked-t...

Interesting food tip www.washingtonpost.com/video/wellbe...

Building AI Agents That Can Actually Explain Themselves ✨ Think about what a bank needs to investigate fraud. That's not a document retrieval problem. It's a relationship-traversal problem. Context graphs exist for exactly this kind of question. gradientflow.substack.com/p/i-talked-t...

🎗️ Context Graphs: The Missing Layer in Enterprise AI ⦿ Most enterprise AI projects die in the data prep phase, before any actual AI work begins. ⦿ Elemental tackles that by turning raw data into a unified context layer that AI agents can navigate gradientflow.substack.com/p/i-talked-t...

Fascinating conversion project 🚀 youtu.be/J1QTnQecz-s?...

Piggyback (80/20) loans have turned into zombie nightmares for many homeowners youtu.be/2U9kSz1pFhs?...

I miss Grant Wahl's coverage of ⚽️ and wish he was around for this year's World Cup 🙏 Pablo Torre for this episode youtu.be/WAKE0Ig6Z68?...

Ethics.Dev 📡 Tracking the Costs, Risks, and Rules of AI ethics.dev

👉 gradientflow.substack.com/p/the-ai-dat...

🔐 AI can find a critical software vulnerability in minutes. The old patching process takes months. Meet Akrites 🙌 the coalition built to close that gap before hackers exploit it. #Cybersecurity #OpenSource akrites.org?utm_source=g...

❝An LLM knows whatever you teach it, but it cannot think outside the box❞ 🎗️ Helen Gu of InsightFinder on The New AI Ops Stack: Agents, SLMs, and the Hidden Risks of Deploying AI in Mission-Critical Systems thedataexchange.media/helen-gu-ins...

How to Manage Data Compliance When Customizing Foundation Models 🚨 Copyright in AI is a lifecycle issue. If your model can reproduce protected content, you have a liability risk. → gradientflow.substack.com/p/the-ai-dat...

One underappreciated risk in post-training: the assumption that using someone else's base model means the data compliance problem is already solved. It isn't. The data you use to fine-tune & evaluate a model carries its own legal and operational exposure → gradientflow.substack.com/p/the-ai-dat...

🆕 The data sitting inside your company may be worth more than anything you could scrape online. Are you treating it that way? 🔍 Plot twist: using someone else's base model does NOT solve your data compliance problem. → gradientflow.substack.com/p/the-ai-dat...

“Starmer didn’t know what he was doing in three ways… Firstly, he never worked out what the job was – what does the prime minister do? Secondly, he never knew what he wanted to do, above all not on economic policy. And thirdly, he didn’t know who to appoint.” www.theguardian.com/politics/ng-...

California 📸 @theatlantic.com archive.ph/hbSaJ

The Bear Case for AI Data Centers gradientflow.com/the-bear-cas...

🆕 from @newyorker.com: the story of how a casual dinner-table conversation became a covert plan to seize Greenland. Ben Taub on Fresh Air breaks it all down 🇩🇰 Trump's campaign to take Greenland may be the best thing to happen to Denmark-Greenland relations in a century www.npr.org/2026/06/17/n...

🎶🎶🎶 youtu.be/sPBjz1CmUrk?...

Crossing the street today - walk light was on, crossing on a crosswalk - and a TSLA almost ran us down 🙏 the driver took control. Tesla self-driving technology (FSD) is far from ready abcnews.com/amp/US/tesla...

Trump administration corruption unpacked 🙌 ❝ (they) draft the most striking examples of alleged corruption and ethical controversies in the second Trump administration youtu.be/_7zWCUd34UM?...

Ethics.Dev 🙌 The Daily Brief on AI and Society ethics.dev