Chris TheAI MktgGuy (@AI_Golf_Hale) header
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Tech-savvy marketer 🧠🤓 | Love AI & productivity hacks ⚙️📈 | Golf enthusiast ⛳️

Austin
Joined September 2022
Chris TheAI MktgGuy retweeted
Google’s Gemini 4 Carbon is reportedly pushing the frontier of AI even further. 🔸 59 on the Artificial Analysis Intelligence Index 🔸 Stronger complex reasoning & long-term problem solving 🔸 Major coding + scientific task improvements 88.2% on SEC-Bench Pro for vulnerability detection 🔸 Arriving just two weeks after Gemini 4 Argon 🔸 Early access rolling out through the Fairwind program The AI race is accelerating fast. The big question: how far can frontier models push reasoning, coding, and real-world problem solving?
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Normally I wouldn’t disagree with someone else’s research out of professional courtesy. However to say AI is delivering zero value to corporate america is incorrect. According to Apollo Global Mgmt “Despite massive investments and widespread hype around artificial intelligence, the technology has delivered zero financial payoff to corporate America outside of tech,” Slok wrote.” Admittedly it’s hard to design correctly for growth but I’ve seen great use case returns reported by enterprises in contact center, ITops, networking and ERP. But you can’t just slap in some models and expect magic. I don’t covert coding but companies have mentioned that to me as well. tomshardware.com/tech-indust…
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Chris TheAI MktgGuy retweeted
Replying to @hey_mujeebahmed
Proof matters more than benchmarks.
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Chris TheAI MktgGuy retweeted
AI agents optimizing GPU kernels in real time 👀 ForgeKernel lets you watch AI agents write and optimize GPU kernels live, with correctness checks before performance testing. Version 16 reached 507 µs against FlashMLA’s 518 µs reference; a 2.1% speedup, with the official correctness check passing. What stands out is the transparency: you can follow the optimization process as it unfolds, including the failed attempts. Because faster kernels only matter when they produce correct results. Watch live ⇒ openbmb.cn/forgekernel/
🤝 Paid partnership
We are displaying real-time RSI kernel optimisation. See this site: openbmb.cn/forgekernel/ nitter.cf/i/broadcasts/2brnWkXLO…
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Chris TheAI MktgGuy retweeted
Another big fintech funding round (@btv_vc portfolio edition)! @CollectiveFin raised $100M, incl. a $40M Series B led by @generalcatalyst, @QEDInvestors + @GradientVC & a $60M growth facility from GC’s Customer Value Fund Collective is building an AI-native financial OS for solo businesses that handles entity formation, bookkeeping, invoicing, payroll, + taxes, plus business & health insurance ARR growing 120% YoY + they have helped solo biz owners save an estimated $350M in taxes Plans to use the capital to build out banking + insurance & expand to businesses w/ employees axios.com/pro/fintech-deals/…
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Chris TheAI MktgGuy retweeted
I know I've been prompting my agents correctly when they present interfaces at the grammar, noun, and verb level. Took a lot of skill crafting to get here but god it's refreshing to work at the correct abstraction level and not like "my brother in christ why is this a modal?"
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Chris TheAI MktgGuy retweeted
and so we wait - first Muse now Duet delayed for EU users well thank goodness we are “protected” 😂
ANTHROPIC 🔥: Claude Duet is rolling out to Claude Max users in US with Pro US users coming next in line. > Broader expansion beyond US is planned too, yet there is no timeline. Expect that EU users may have to wait for even longer. Not soon 👀
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Chris TheAI MktgGuy retweeted
Building a computer-use agent? Start with a map, not random tabs. Awesome Computer-Use Agents is a source-backed catalog of papers, models, datasets, benchmarks, and tools for builders working on agents that use computers. It helps you find a starting point for research or implementation by organizing resources by task, topic, and platform, with links back to original sources. Key features: • Task-based navigation – jump straight to papers, training data, benchmarks, or agent frameworks • Platform browsing – explore resources for web, desktop, Android, iOS, and specific operating systems • Benchmark guides – compare platforms, tasks, evaluators, and versions before choosing an evaluation setup • Paper-to-asset connections – trace research to code, datasets, and models through reviewed primary evidence • Reusable catalog data – search locally with Python or export JSONL and SQLite for your own tooling It’s open-source (MIT license). Linked resources retain their own terms. Link in the reply 👇
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Chris TheAI MktgGuy retweeted
this Grok Bot turns your X bookmarks into a searchable knowledge base that updates daily. here’s what it can do: → sync your X bookmarks daily → search and filter saved posts → add tags or favorites through chat → use your saved posts as context for Grok no more losing useful AI tools, tutorials, and resources in hundreds of forgotten bookmarks. set it up using this Grok Bot template: x.ai/bot/-E-dAdiMopdN7HICcOp… 🔖 save this and finally put your X bookmarks to work.
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Chris TheAI MktgGuy retweeted
my unpopular opinion is that most people using Claude with Obsidian never test their CLAUDE. md they write it, then immediately say "organize my whole vault" here's the 5 minute test i'd run first: 1. ask Claude to explain your vault back to you > if it misreads something, the file is unclear 2. process ONE note > check the filename, tags, links and folder 3. process 10 notes > look for invented tags or wrong folders 4. ask it to delete a test note > the right answer is it archives it instead 5. ask something your notes don't cover > the right answer is "your notes don't cover this" pass all 5, then trust it full course with templates below
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Chris TheAI MktgGuy retweeted
turning ideas into content is one thing, but figuring out what actually works for paid ads is a different challenge. looks like @UseFastlane is going after that side of marketing now 👀
🤝 Paid partnership
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Chris TheAI MktgGuy retweeted
There has never been a better time in human history to be a builder. In one week, with just $300 in credits - you can now build what used to take dev teams 20 staff + $10m in funding. Hard to explain what a monumental shift this is, and how big the opportunity is for those who grasp it. nitter.cf/joshelman/status/21143…
Talked to multiple founders yesterday who have been building their products over the last 3 years. Started manual code. They feel behind and slower than companies that started this year with all code written by agents. I have never seen such an order of magnitude difference.
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Chris TheAI MktgGuy retweeted
Giving an AI agent API access shouldn’t mean handing it your keys Jentic One is a self-hosted execution layer for AI agents that need to call real APIs without directly holding the credentials. It helps you connect an agent to approved APIs while the Broker checks its permissions, injects stored credentials at execution time, and records each call. Key features: • Default-deny policies – define exactly which API calls an agent is allowed to make • Credential-injecting Broker – keeps upstream credentials out of the agent’s hands • Execution records – writes a record for each brokered API call • Multiple integration paths – connect through the jentic CLI, a generated skill, a local MCP server, or plain HTTP • Self-hosted setup – run the control plane and Broker on your own infrastructure It’s open-source (Apache License 2.0 license). Link in the reply 👇
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Chris TheAI MktgGuy retweeted
Anthropic's Claude now writes code and proves it safe automatically 🏆 ow.ly/Rnf85100Oar
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Chris TheAI MktgGuy retweeted
Framing potential AI revenue against total labor spend is a useful upper bound, but it does not tell you how much of that spend is actually contestable in the next several years. A large fraction of labor cost sits in roles where the output is hard to verify, the downside of errors is high, or the work is tightly coupled to physical presence and relationships. Those categories convert more slowly even when the model is capable. The faster-moving portion is the subset of knowledge work that is already digital, repetitive at the task level, and easy for a human to check. Valuations that price in a large share of the theoretical labor pool are therefore sensitive to how quickly that easier subset expands and how much pricing power the model providers retain once multiple strong options exist. The 0.3% figure shows the size of the prize; it does not yet show the conversion rate.
People see Anthropic's potential $2T valuation and scream AI bubble even though its projected ~$100B ARR is equivalent to just 0.3% of ~$30T in labor spending AI could reshape. Pretty wild how quickly people are calling top on an AI adoption cycle that's barely getting started.
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Chris TheAI MktgGuy retweeted
This is f*king wild. A SpaceXAI engineer: "99% still use Grok Bot like Google. I run 100+ agents while a Chief and PM bots manage the fleet." In this 57-minute workshop, they explain how to turn a single Grok Bot into a coordinated team that keeps working after you log off. Grok Bot → Chief → Managers → Workers → Loops You don't need 100 bots to get started. Start with four agents doing real jobs. This free workshop is more useful than most $1,000 agent courses. Save it and watch today. Then read the full Grok Bot guide with prompts and practical examples below ↓
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Chris TheAI MktgGuy retweeted
Want to experiment with local AI without setting up a backend? FreeLattice is a local-first, open-source AI platform that runs in the browser from a single HTML file. It helps you try chat, visual interaction, and local-model workflows without running a server by using IndexedDB for persistence and letting you connect Ollama from its settings. Key features: • Browser-first setup – launch it in the browser with no account or API key required • Local model connection – connect Ollama for local vision and text models • Persistent chat – conversation memory persists across sessions • Chalkboard + Canvas – draw and co-create with AI vision models • Built-in RAG search – search the project’s Core, Questions, Letters, and conversations for context It’s open-source (MIT license). Link in the reply 👇
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Chris TheAI MktgGuy retweeted
Silicon Data CEO Carmen Li says the GPU forward curve has flipped to contango, so the market expects compute prices to keep rising over the next 36 months “So, the yellow line was last year, right? The horizontal line is the duration, and the dollar amount is the Y axis. So, last year was complete downward sloping curve for the yellow line, right? Meaning the longer term contract you signed, the cheaper, you know, was per GPU per hour." "And this year, starting early this year, the whole curve shift up and became contango. If you see the red line, right?" "So, translate to people not getting enough discount for longer term contract. Implies that people assume the price going to rise down the line." "And now you see the price, the whole curve keeps shifting up, got flattened, right? So, meaning people are now either get penalized or get, you know, awarded by signing long term contract." "This is reserved contract we observe. And if you look at implied forward rates, this is the implied forward rates, right? Because we don’t have a future trading. So, this is calculated based on our term structure. And we use similar methodology as Treasury futures curve." "So, you can see a market consensus view is the price could go up in the future, next 36 months.”
Another day, another round of on-demand GPU rental indices surging across the board and reaching ATHs. Even the A100 index, which recently saw some softness, seems to be inflecting a little.
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Chris TheAI MktgGuy retweeted
No, the internet isn't dying due to 'one of the most significant vulnerabilities of 2026' - but this is what you need to know! 🌎 ⚡️ We're told this security flaw is now being 'broadly exploited in the wild' — so how much of a concern is it? ow.ly/C36p5100ifE
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Chris TheAI MktgGuy retweeted
stop using grok bot like a chatbot. drop this into Grok Bot and let it build an entire team of AI agents that research, prompt, review, and work together for you steal this before everyone starts using it:
Grok Bot could be the first team you manage instead of join Six bots can run 100+ agents, split the work, hand it off to each other and send you one summary in the morning In this article, I show you how
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