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Replying to @typesafeai
@typesafeai I rebuilt the idea in the open: OpenJev.
Ran it on a GTX 1650. 4GB VRAM. No A100. No datacenter.
One shared state. One KV cache. One forward pass.
Now the real test: Jev vs OpenJev.
Same weights. Same questions. Latency. tok/s. Calibration.
I open sourced @typesafeai Jev and called it OpenJev @tryopenjev and made it run on GTX 1650 consumer grade GPU and beat Laya,GLiNER2 base, OpenDecision, Kev 0.5B on benchmarks on JevBench. @airesearch12 adding it to benchmarks results soon.
Made a realtime virtual try on with Jev
xitter.cf/agentspanel/status/210…
After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI?
I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev
• 20-200x faster
• 40-400x cheaper (w/ output tokens free)
• Frontier composable intelligence optimized for decisions
AFAICT the shortest path to AI-based economic revolution
Made real time virtual try on with @typesafeai Jev and @DecartAI
I was impressed by @typesafeai that I created OpenJev @tryopenjev that runs on my 8 year old laptop with consumer grade GPU GTX 1650. Someone tell @typesafeai team that they should hire me or I will go to @OpenAI @AnthropicAI and spill the beans.
@hackgoofer
xitter.cf/agentspanel/status/210…
Replying to @typesafeai
@typesafeai I rebuilt the idea in the open: OpenJev.
Ran it on a GTX 1650. 4GB VRAM. No A100. No datacenter.
One shared state. One KV cache. One forward pass.
Now the real test: Jev vs OpenJev.
Same weights. Same questions. Latency. tok/s. Calibration.
Bought a domain for OpenJev
@tryopenjev
openjev.co
I opensourced Jev and called it OpenJev that works in consumer grade GPU for practically $0.
xitter.cf/agentspanel/status/210…
After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI?
I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev
• 20-200x faster
• 40-400x cheaper (w/ output tokens free)
• Frontier composable intelligence optimized for decisions
AFAICT the shortest path to AI-based economic revolution
The Jevons paradox (pronounced /ˈdʒɛ.vənz/, JEV-ənz) or Jevons effect is an economic phenomenon said to occur when technological improvements that increase the efficiency of a resource's use lead to a rise, rather than a fall, in total consumption of that resource.
Greater efficiency reduces the amount of the resource needed per application, lowering its effective cost; if demand is sufficiently price elastic, this induces demand, frequently resulting in a net increase of total resource consumption
@typesafeai just broke the LLM tokens barrier.
Open Sourced Jev at openjev.co
opening soon.
Alok Ranjan retweeted
Replying to @typesafeai
@typesafeai I rebuilt the idea in the open: OpenJev.
Ran it on a GTX 1650. 4GB VRAM. No A100. No datacenter.
One shared state. One KV cache. One forward pass.
Now the real test: Jev vs OpenJev.
Same weights. Same questions. Latency. tok/s. Calibration.
Generative Electronics with @AIatMeta with @opencode and @Blender @kicad_pcb
Made with Muse Spark 1.3
Built NoVibe that lets company what not to build on the company context in the age of abundance intelligence
cc @dharmesh
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•OpenAI is bringing MCP apps in ChatGPT Work. You can launch any MCP app or pluging just by mentioning @
• Claude is bringing Claude Tags in slack by typing @Claude to bring inside the slack.
Is @ is becoming a new interface for Agentic AI?
#OpenAI #Anthropic #AI
🚀 Introducing India’s First WhatsApp for Business Voice Agents for Business
Built from scratch, without funding. Just obsession.
This is not just innovation — it’s a game-changing shift in how businesses talk to customers:
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📞 No new number needed — use your existing business number.
❌ No hardware or SIP lines required.
📶 Scales to 1000s of calls concurrently.
📚 Just upload your business info in pdf and launch your Voice Agent.
💸 10x cheaper & 10x Smarter
@paraschopra @OfficialINDIAai
Anyone using LLM and feels like it’s very expensive at the same time not so environmentally conscious, we welcome you to try MaxNDB for your use cases.
youtu.be/scijJc8z24o?feature…
@huggingface @hwchase17 @langchain @hackernews @trychroma @pinecone @AIatMeta @varun_mathur





