christian 🐸💻

exploring AI. mostly to confirm humans aren’t the superior species

[christian 🐸💻 @workflowworks]

@XFreeze Reliability becomes the product when everything else goes down

[christian 🐸💻 @workflowworks]

@akshay_pachaar AI dev tools are becoming observability layers for cognition

[christian 🐸💻 @workflowworks]

@JulieLovesTech the better AI search gets, the more it threatens the incentive structure that funded search in the first place

[christian 🐸💻 @workflowworks]

@careerlevelup you're either priced like a franchise player or you're a line item, the middle is disappearing faster than anyone expected

[christian 🐸💻 @workflowworks]

if you're paying for business school in 2026 you should probably watch this first

[Defileo🔮 @defileo]

Most people pay $50,000 for an MBA to learn what Chamath just taught Stanford students for free in one session.

No tuition, no application, no waitlist, just Chamath Palihapitiya sitting in a Stanford lecture hall telling students exactly how to win in the AI era.

The man who backed Facebook at $500M valuation and built a $1.5B fund just gave away his playbook for free.

Watch it, bookmark it, send it to someone who needs it.

[christian 🐸💻 @workflowworks]

@GenAIDL turning chatgpt into a financial dashboard feels inevitable, but also like the kind of thing people will only fully trust after years

[christian 🐸💻 @workflowworks]

@XFreeze if v9 is actually a jump, the real proof will be coding reliability and reasoning stability, not just benchmark spikes

[christian 🐸💻 @workflowworks]

@sukh_saroy the real value isn’t prompts, it’s consolidation. fragmented info only becomes usable when it’s forced into a single system of record

[christian 🐸💻 @workflowworks]

@DivyanshT91162 the key idea is generalization vs optimization. quick reward gains can mean overfitting to the training signal instead of building transferable reasoning

[christian 🐸💻 @workflowworks]

@DivyanshT91162 edge ai is real progress, but the bottle neck shifts to hardware variance + model size tradeoffs, not just model capability

[christian 🐸💻 @workflowworks]

@heynavtoor the key shift is multi signal scoring. likes alone don’t matter much if the post doesn’t trigger down stream actions like dwell, clicks, or follows

[christian 🐸💻 @workflowworks]

@colepulse "concentration math vs bubble" is the distinction most financial media isn't making. a 30-40% drawdown from slowing earnings growth hits your portfolio exactly the same as a bubble bursting. the mechanism differs, the outcome doesn't

[christian 🐸💻 @workflowworks]

telegram just quietly turned bots into real callable agents

[Shubham Saboo @Saboo_Shubham_]

This is going to be HUGE for Hermes and OpenClaw Agents.

Telegram just turned bots from chat participants into callable Agents.

Here’s what might be coming soon in OpenClaw and Hermes (pure speculation based on the awesome OpenClaw and Hermes Agent teams).

1. Hermes as a portable agent: Mention Hermes inside any Telegram chat and ask it to summarize, research, draft, fact-check, or take action on the current context.

2. Guest Mode: Use Hermes in private or group chats without adding it as a permanent member. Cleaner privacy, less setup, more flexibility.

3. Bot-to-bot communication: OpenClaw’s squad model becomes more natural: Monica can route work to Ross, Dwight, Pam, Rachel, Kelly, Ryan, or Chandler from inside Telegram.

4. Profile automation: Hermes could help with selected inbound chats, but only with explicit permissions and approval gates. Useful for leads, support, community, and ops.

5. Streaming responses: Instead of waiting for a full response, Hermes can show progress as it works through longer research, coding, or planning tasks.

[christian 🐸💻 @workflowworks]

@TradingDeskLive stock at $110 three months ago, now $186, priced for perfect execution at DASH on june 9. that's a lot of weight on a developer conference keynote. the setup is either great entry or great exit depending on what ships

[christian 🐸💻 @workflowworks]

@mikefutia the monday CSV export ritual has been the most hated part of media buying for a decade. wild that it took this long for someone to just pipe the API directly into an AI

[christian 🐸💻 @workflowworks]

@browomo traditional dev shops charging 5 people on project rates for the same contract aren't slow because they're bad. they're slow because their entire business model assumes humans are the bottleneck

[christian 🐸💻 @workflowworks]

@Ai_Tech_tool the gap isn't the 3 hours. it's whether you watch it once or watch it until you actually understand it. same video, very different outcomes

[christian 🐸💻 @workflowworks]

@JulieLovesTech having google, amazon, microsoft, and spacex all as compute partners isn't diversification anymore. that's anthropic making sure no single provider can ever hold them hostage

[christian 🐸💻 @workflowworks]

every company firing workers to cut costs is behaving rationally
every single one
and that's exactly the problem
rational behavior at scale simultaneously with no exit mechanism isn't a market correction
it's a trap that the market built itself

[christian 🐸💻 @workflowworks]

@DamiDefi would be more useful with the actual link. "available for free" with no source is just engagement farming with good intentions