AI — Page 73
Models, agents, infra, applied AI.
- Lab0 says its AI FDE cuts enterprise rollouts from 6 months to 10 days
Founders say the agent automates discovery-to-go-live, from drafting docs and test plans to configuration and integrations; Lab0 also says it is already working with Adobe.
- Chinese cities are rolling out AI robot barber kiosks, Cointelegraph says
Cointelegraph said in a thread on X that 3D-scanning robot barber kiosks are appearing in Chinese cities for 60 yuan a cut, but did not name the maker or list specific cities.
- Stanford cs329x publishes human-centered LLM playbook
The cs329x report, led by Caleb Ziems and Dora Zhao, maps design, data, tuning, evals, and deployment tradeoffs, and flags engagement-optimization and sycophancy incentives misaligned with goals like user empowerment and mastery.
- ElevenLabs launches Speech Engine to turn chat agents into voice with one prompt
The new pipeline layers onto existing stacks, adds 70+ languages, enterprise compliance, and pricing from 8 cents per minute via ElevenAPI.
- OpenAI says internal model cracks Erdos unit distance problem
The general-purpose reasoning model produced a polynomial-improvement construction; external mathematicians checked the proof and published a companion paper.
- Sam Altman offers every YC startup $2M in OpenAI tokens for equity
At a YC event, Sam Altman said OpenAI would invest across the class with $2 million in API tokens per startup, trading usage for cap table.
- Nick Frosst initially said Cohere's Command A+ was out and Apache 2.0; later corrected us on X
Frosst's first X post called Command A+ Cohere's best model and described it as "out now" and "open source Apache 2.0." After publication, he corrected us on X; availability and licensing remain unconfirmed.
- This founder took revenue to zero after $9M raise to unwind services-led growth
In an X thread, Gushwork founder Nayrhit Bhattacharya said headline metrics masked a services-heavy business; he paused go-to-market for 4-5 months, automated the content pipeline, and relaunched at 90%+ gross margins.
- Parag Agrawal jumps into AI search as Exa Labs hauls in $250M
Parallel Web Systems, led by former Twitter CEO Parag Agrawal, joins a surge of AI search upstarts while Exa Labs raises big at a multibillion valuation, per TechCrunch.
- YC shock offer: $2M in OpenAI tokens for each batch company in exchange for equity, Bosmeny says
In a post on X, Bosmeny likened the blanket offer to Yuri Milner’s YC deal; no terms beyond equity-for-tokens were disclosed.
- Mistral AI acquires Emmi AI to build an industrial physics-AI stack
Johannes Brandstetter's Linz team joins Arthur Mensch's Mistral to push real-time sims and digital twins into aerospace, auto, and semiconductors.
- Hugging Face-led team open-sources Carbon, a fast DNA foundation model with 393k bp context
Three checkpoints (500M, 3B, 8B) ship under Apache 2.0 with open weights, code, and data; a 6-mer tokenizer and a new loss drive the team’s cited ~275x throughput vs Evo2 while the 3B matches Evo2-7B’s win rate, trained on ~1T tokens, and they say a single GPU can process a human genome in under two days.
- ElevenLabs teams with Einstein's estate on education-focused AI persona, per Staniszewski
In a post on X, Staniszewski said the move is in collaboration with Einstein's estate and frames AI agents as one-to-one teachers for students.
- Tim Rocktäschel co-founds Recursive to build self-improving AI
The UCL AI professor joins a heavyweight founding crew to turn compute into accumulated knowledge with open-ended, automated scientific discovery.
- Google’s Antigravity 2.0 lands as a desktop app with multi-agent teams and voice
Rebuilt release adds multi-agent teams, scheduled tasks, native voice and one-click integration, with a blog post and downloads live today.
- Google launches Gemini 3.5 Flash for agents and coding, now in AI Studio
Announced during Google I/O, the new model is positioned for long-horizon agent workflows and coding tasks and is live via the Gemini API in Google AI Studio.
- Cities push back on AI plate readers as Flock Safety deployments trigger political blowback
An X thread flagged a Washington Post report from Troy, NY, where an AI camera rollout spurred uproar and a state of emergency; the Austin rampage has reopened questions about whether ALPRs like Flock Safety would have changed events there.
- MIT Media Lab debuts Human Operator, an AI that briefly moves your muscles to teach tasks
The prototype uses Claude-driven vision-language planning and electrical muscle stimulation to guide wrist and finger movement for training and assistance.
- HeyGen demos Avatar V workflow that stitches scenes into continuous AI video
The team showed cinematic avatar shots linked into longer sequences, pointing at narrative workflows instead of isolated clips.
- Marin debuts Delphi to forecast 25B pretraining runs with 0.2 percent error
In an X thread, Will Held says small-run fits predicted a 25B-param, 600B-token run at ~1e23 FLOPs, matching Paloma macro loss within 0.2% error.
- PolicyLayer: prompts are not permissions for production agents
In a post on X, the company argues agent behavior should be controlled by enforceable policies rather than instructions buried in a prompt.
- Meta's AIRA paper points to agents co-designing model architectures
Meta's AIRA architecture discovery work signals that agents are starting to help design neural models.
- RLWRLD debuts RLDX-1, a dexterity-first robot hand foundation model
A short X video frames the bet: focus on robot hands and the failure points in everyday tasks like pouring coffee and grasping objects.
- UniPat AI team debuts SaaS-Bench as agents finish under 4% of real SaaS workflows
Built across 23 live SaaS apps and 106 long-horizon tasks, the open benchmark finds frontier agents stumble on planning, memory, cross-app context, and error recovery.