🤫 No loud predictions, just consistent investing. Building my future one Bitcoin at a time.
Joined June 2018
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Kota Kalyani retweeted
Introducing EmbeddingGemma 2, a new open multimodal model that sets the standard for on-device efficiency.
- our first open, natively multimodal embedding model
- handles text, code, image, video, and audio tasks within a lightweight, modular 740M parameter form factor
- ideal for offline, privacy-first RAG when paired with Gemma 4
- outperforms some specialist models more than twice its size
Weights available now on Hugging Face.
Kota Kalyani retweeted
Try Grok 4.7 in Ramp Router, now 50% off until October 6th
Grok 4.7. 50% off until October 6.
We partnered with @spacexai to make your token spend go further. Get your API key at router.com.
Kota Kalyani retweeted
We're sharing progress on ChatGPT for Teens, our ChatGPT experience for people under 18, alongside a preview of College Planner, new study tools, and support for college advisers and teen voices.
ChatGPT for Teens applies automatically to accounts identified as belonging to someone under 18, with protections on by default.
Coming soon: College Planner brings application requirements, deadlines, tasks and financial-aid steps together for high school students in the U.S. planning to attend a four-year college.
We'll keep building these tools, evaluating how they and their protections work in practice, and sharing what we learn.
openai.com/index/teens-learn…
Kota Kalyani retweeted
If you need any more evidence about how exciting local AI (and llamacpp) is! From the @Microsoft windows launch today with @satyanadella @sriramk @JensenHuang
Kota Kalyani retweeted
h/t to @bclavie for his amazing work on this model.
Kota Kalyani retweeted
I only recently read more about the concept of system accidents by Charles Perrow, very insightful and relatable.
Kota Kalyani retweeted
This was recorded a few months ago when I was still at Google and it was a really fun conversation!
How does this only have 21,000 views in 8 days?
Chat with @JeffDean (then Google) and Bill Jia about large scale AI models.
youtu.be/BVQSWeK2Nrw?si=MvMX…
Kota Kalyani retweeted
Building with the Agents API?
Catch up on what’s new:
The team behind Agents API continues to cook. Here's what's new this week:
Computer use: Spin up a browser + agent with 1 API call 🖥️
Bedrock Managed Agents: Agents API except AWS
GPT‑6.1 Sol 🌞
Environment sizes: Spin up a light or beefy oai-hosted environment 💪
Dashboard improvements: configure subagents and more from the dashboard 📈
Environment portability: Re-use environments across multiple sessions 🤖
Overall better reliability: 99.97% turn reliability, fewer SSE disconnects, 20% faster tool calls 🪨
happy building ❤️ u all
Kota Kalyani retweeted
I remember the first meeting where the team pitched the idea of putting compute in space - exciting idea!
Today's successful launch with our partner @planet prototype satellite shows how far we've come...and how far there is to go. Thanks for the lift, @SpaceX, another spectacular booster landing too🚀
Kota Kalyani retweeted
pls support smol creators xitter.cf/latentspacepod/status/…
Jev and the System One Model: RLCD, intelligence/$, reliable AI, & the end of chat-first AI latent.space/p/jev
@typesafeai CEO @CompleteSkeptic explains why AI can solve extraordinarily hard problems yet still fail to automate basic work, why Jev is built for reliable decisions inside software instead of chat, why TypeSafe rejects public benchmarks and refusals at the API layer, why data and the right task matter more than brute-force compute, how System One Models could reshape coding agents and software, and why even with $1 billion he wouldn’t pre-train a model from scratch.
Kota Kalyani retweeted
I'm excited for the launch of @224ventureshq . I'm one of their LPs, helping to identify exceptional founders early
Kota Kalyani retweeted
More details here cohere.com/embed
Kota Kalyani retweeted
Introducing Gemini 4 Argon – our new frontier model.
It’s built for complex workflows across coding, enterprise knowledge work, and cybersecurity defense – rolling out today to a set of trusted testers through our Fairwind Program.
Kota Kalyani retweeted
In the Democratic Republic of the Congo, global health organizations including @CEPIvaccines, @WHOAFRO, and @inrb_kinshasa are using Claude to accelerate their response to an outbreak of an unusual Ebola variant.
Read the full piece here: anthropic.com/features/ebola…
Kota Kalyani retweeted
Banger paper from NVIDIA on long running agents.
A model can accept 128K tokens of context and still make more mistakes the longer it works through a task.
If your agent loses its place partway through a long table or ledger, this work measures what causes it.
The setup:
Long-Transduction asks a model to keep reading, updating and outputting state-dependent results over thousands of outputs, and varies three factors separately.
Results:
Across seven open-weight models, accuracy drops 62.8% when context grows from 4K to 128K, 36.5% when only the input format changes, and 39.9% when the per-step operation gets harder.
Paper: academy.dair.ai/papers/stayi…
Kota Kalyani retweeted
Shareable profiles bring your Sites and plugins together in ChatGPT, so others can find and reuse what you’ve made.
Built it? Show it off.
Kota Kalyani retweeted
congrats @AravSrinivas! more entrants in the decision model class, and this one is open weights
cheap typed answers for the small calls inside a harness (routing, approvals, judging), big model for the rest
xitter.cf/AravSrinivas/status/21…
