Miso One just dropped.
It is an 8B TTS model claiming the most expressive AI voice in the world
110ms latency, emotes like a human, responds faster than one.
Anthropic engineer:
"Your AI judge is lying to you. Ask it to score first and explain after, and it will defend that number even when the work is garbage."
The fix is one line: make it reason first, score last. Pros, cons, why it's good, why it's bad, then the number.
He proved it live. A slide deck with zero images got a perfect 5 from the image judge. The grader had nothing to anchor on, so it just made the score up.
Until you fix that, you're optimizing against a number that means nothing.
Watch the video, then read the full breakdown below
Anthropic engineer:
"The agent doesn't remember anything. So we built a second set of agents whose only job is to dream about the first ones."
They wait until you log off, then reopen every session you ran, fact-check the first agents, merge the duplicates, and burn anything that went stale.
One dreaming agent per session, up to 100 at once, built to miss nothing. 95% of the tokens come back cached, so an entire memory rewrite costs almost zero.
This is the part of the workflow nobody is talking about yet.
Watch the full workshop, then save the setup below.
BREAKING: ADVANCED ALZHEIMER’S PATIENT REGAINED SPEECH, MEMORY, AND BLADDER CONTROL AFTER SINGLE PSILOCYBIN DOSE
An 80-year-old woman with advanced Alzheimer’s — who had barely spoken for YEARS — experienced RAPID and SUSTAINED improvement after taking 5g of psilocybin mushrooms.
During the acute phase, she entered a prolonged deep sleep-like state with profuse sweating.
~19 hours later, she spontaneously started talking again for HOURS — sharing detailed autobiographical memories she hadn’t expressed in years.
Over the following days, her family reported improved memory, walking, emotional connection, speech, and regained bladder control.
After 1 month, bladder control REMAINED RESTORED, and she was still functionally improved compared with baseline.
While this is just one published case report, the implications are enormous given that there are currently NO approved medications known to produce effects like this in advanced Alzheimer’s.
These findings urgently need replication. For millions watching a parent or loved one disappear to Alzheimer’s, even the possibility of restoring lost function warrants serious scientific investigation.
The most comprehensive Hermes Desktop tutorial on the internet NOW is LIVE.
You'll learn sessions, profiles, artifacts, cost savings, and real use cases for making money and building startups with Hermes agents.
Whether you're already running Hermes or haven't started yet, this is the episode for you.
@AlexFinn says this is the moment Hermes overtakes OpenClaw. S/o to Alex for walking me through it.
"It's now the best way to use AI agents on your computer"
I do think the desktop app of Hermes looks almost like an Apple product.
Everything you need to know about Hermes Desktop App/agents in 43 minutes
This episode is 100% free. No ads. @startupideaspod
I just want to see you win on the internet. And I think Hermes can help.
Plus, It's fun thing to play with this weekend. Share this with a friend. Link below.
YT: https://t.co/O4Ih4K87SQ
Watch
You only need 1 hour.
1 hour of building. 1 hour of writing. 1 hour of lifting. 1 hour of studying.
1 hour of any form of bettering yourself, because it quickly compounds.
1 hour feels like nothing until you look back 365 hours later and everything's changed.
There's probably $100+ billion up for grabs for people who build startup for AI agents
Over the next 10 years you're going to have a market of billions of customers (agents) with millions of wallets that want to use your services.
TLDR; The internet was built for people:
1. Search google
2. Read landing page
3. Book demo
4. Talk to sales
5. Buy
Agents don’t do that.
Agents will:
1. Ask which product to use
2. Read your docs/pricing/security pages
3. Compare you to competitors
4. Check if you have an MCP/API/tool layer
5. Buy or recommend you without ever “visiting” your site like a person
Everyone is going to have personal agents and business agents. This feels inevitable at this point. OpenClaw, Hermes, Claude Code, Codex, Google Spark. The tools are here. Which means there will be more agents on the internet than humans.
So, where's the opportunity??
Go look at every SaaS tool you use. Notion. Slack. Jira. Google Analytics.
Now ask: what is the version of this built purely for agents?
Agent-native payments. Agent-native communication.
Agent-native memory. Every category gets rebuilt.
I clearly break down this shift and explain you everything on today's ep of @startupideaspod.
Over the next 10 years you're going to have a market of billions of customers (agents) with millions of wallets that want to use your services. The founders who build for them now are going to look like the people who built websites in 1995. Might feel janky at the moment, but also obvious in hindsight.
This is the next shift.
Link over here: https://t.co/0TAb7SASUK
Watch
Today we’re introducing Gemma 4 12B — our latest open model that brings advanced agentic reasoning, vision and audio directly to your laptop.
It delivers performance nearing our larger Gemma models with a much smaller total memory footprint, while being small enough to run locally with just 16GB of VRAM. It’s open and accessible for everyone to use under a permissive Apache 2.0 license.
This is all made possible by our new, unified architecture that removes separate multimodal encoders. Here’s how we did it 🧵