Virality Engine retweeted
The real power of AI isn't just generating answers. It's getting things done with fresh, reliable information.
Parallel's Decisions API brings web-grounded intelligence to real-time decisions, from fact-checking to tracking competitors.
5,000 free requests is a pretty good way to test it out 👀
#ParallelPartner
🤝 Paid partnership
Introducing the Parallel Decisions API: the first web-grounded decisions engine.
Decision models like Jev can answer in an instant, but they lack the recency of current news. Now you can get both in a single call.
Decisions API is live today at $0.001 per request.
Try it with 5,000 free requests: platform.parallel.ai/play/de…
Here are some examples we've been experimenting with:
- Fact-check content (@Grok is this true?)
- Refresh stale banking records
- Classify companies and leads with fresh signals
- Backtest trading strategies
- Track competitor e-commerce inventory
Virality Engine retweeted
Introducing the Parallel Decisions API: the first web-grounded decisions engine.
Decision models like Jev can answer in an instant, but they lack the recency of current news. Now you can get both in a single call.
Decisions API is live today at $0.001 per request.
Try it with 5,000 free requests: platform.parallel.ai/play/de…
Here are some examples we've been experimenting with:
- Fact-check content (@Grok is this true?)
- Refresh stale banking records
- Classify companies and leads with fresh signals
- Backtest trading strategies
- Track competitor e-commerce inventory
Virality Engine retweeted
Meta's chief AI officer Alexandr Wang says agent swarms are already outpacing whole engineering teams inside the company:
"Internally at Meta, we have seen cases where, if you develop the right agentic loop and have the right evaluation system and metric for the agents to optimize, a swarm of agents can accomplish more than a team of 100 engineers. They can do it very handily, actually, very easily."
Wang said it in conversation with Y Combinator's Garry Tan at Startup School 2026.
Interested in AI?
Follow @SiliconValleyPX and never fall behind.
I track ChatGPT, Claude, and how every new agent is changing how we work and think, then hand you the pure signals.
Send this prompt to ChatGPT's new Terra.
It opens your Gmail, reads the receipts, and adds up what you pay each month.
It's in the $20 Plus plan you probably already have.
The other 9 (bill checker, form filler, price comparer, inbox cleaner…) are in the Article ↓
Virality Engine retweeted
Binghamton University found that screenshotting something makes you more likely to forget it.
That screenshot you took so you wouldn’t forget? It’s somewhere in your gallery. You probably already forgot it exists.
Researchers call it the digital capture effect.
They ran 7 experiments. People looked at pieces of art. Some just viewed them. Some took screenshots. Then everyone was tested.
In every one of the 7 experiments, memory was worse for the screenshotted images.
The researchers looked for a payoff. If your phone holds the memory, your brain should be free for something else. They didn’t find a consistent one. No better memory for what came next. No better performance on a mental task afterward.
And people were worse at remembering which images they had screenshotted at all. They lost track of what they’d saved.
It gets stranger. Earlier studies found the same memory loss when people deleted their photos right away. No saved copy. Memory still suffered.
So it’s not just that your brain trusts the phone. Researchers think it’s what pressing the button does to your attention.
Then in August 2026, a study in American Psychologist went further. When one person takes photos, the companion standing next to them remembers less too. About as much as if they’d taken the photos themselves.
They never touched the camera.
But there’s a way out. In a 2014 museum study, people who photographed whole objects remembered fewer details. When they zoomed in on one specific detail, the memory loss disappeared.
Same camera. Different attention.
And photos can help memory when you go back and look at them.
Saving something and remembering something are not the same thing.
Your phone keeps the picture.
You have to keep the memory.
Virality Engine retweeted
Basically "WebJev" in production.
LLMs and fast decision models are great until you ask them something that changed yesterday. The Decisions API grounds high-throughput classification in live web data in a single call.
At $1 per 1,000 calls with citations included, this simplifies a ton of custom RAG pipelines. Worth testing. #ParallelPartner
🤝 Paid partnership
Introducing the Parallel Decisions API: the first web-grounded decisions engine.
Decision models like Jev can answer in an instant, but they lack the recency of current news. Now you can get both in a single call.
Decisions API is live today at $0.001 per request.
Try it with 5,000 free requests: platform.parallel.ai/play/de…
Here are some examples we've been experimenting with:
- Fact-check content (@Grok is this true?)
- Refresh stale banking records
- Classify companies and leads with fresh signals
- Backtest trading strategies
- Track competitor e-commerce inventory
Virality Engine retweeted
Palantir CEO Alex Karp says big companies would rather "own the means of production" rather than hand their alpha to OpenAI or Anthropic:
"Why are [LLMs] charging for tokens if it's so valuable?"
"If it was so valuable—let's say I can make you a billion dollars tomorrow. Wouldn't I say, 'I'll make you a billion dollars, and I want 30%?'"
"Look at our financials. The reason why everyone is chillaxing with bad financials and growth while losing money, is the client refuses to pay the true cost."
"The two places that actually make money—profit, free cash flow—are our application layer called ontology, and compute."
"We can get the frontier application to be exactly the same as a frontier model without the risk of transferring the alpha of your business to another."
Karp, speaking on CNBC.
Interested in AI?
Follow @AlltheLatestAI and never fall behind.
I track ChatGPT, Claude, and how every new agent is changing how we work and think, then hand you the pure signals.
Virality Engine retweeted
99% of men are depressed because they’re broke, lonely, and physically weak.
All they need is money, gym and accountability— not antidepressants.
Money gives options, the gym builds confidence, and real friends keep you accountable.
Virality Engine retweeted
YOUR MEDICAL RECORD NEVER TELLS YOUR WHOLE HEALTH STORY
@concurrencehq is building Superintelligent Care.
digital twins to bring that fuller picture together.
and for Ali, this is personal.
he lost his mom at 13 to cancer that should’ve been caught earlier.
he’s building what he wishes had existed for her 🥹
🤝 Paid partnership
Virality Engine retweeted
LOCAL AI IS MOVING FASTER THAN ANYONE EXPECTED
> @liquidai just shipped 6 new models
> text, audio, vision, omni and decision
> a 1.9B vision model rivaling one 6x larger
> fine-tune on 1 GPU
> runs on GPUs, CPUs and NPUs
LFM3 raises the bar for on-device AI
Introducing 𝙻𝙵𝙼𝟹: our new generation of Liquid Foundation Models. With a new tri-hybrid architecture and new multimodal encoders, the LFM3 family is the ideal model suite for specialized intelligence.
> 6 model instances, across text, audio, vision, and omni modalities, generative and decision models.
> 𝙻𝙵𝙼𝟹-𝟷.𝟽𝙱: text, 256k context window.
> 𝙻𝙵𝙼𝟹-𝚅𝙻-𝟸𝙱: vision-language model with video-input support for spatial understanding
> 𝙻𝙵𝙼𝟹-𝙰𝚞𝚍𝚒𝚘-𝟸𝙱: tool calls, voice chat, reasoning in 18 languages.
> 𝙻𝙵𝙼𝟹-𝙾𝚖𝚗𝚒-𝟸𝙱: an omni model combines vision, audio, and language.
> 𝚍𝟷-𝟸𝙱 and 𝚍𝟷-𝙾𝚖𝚗𝚒-𝟸𝙱: decision models with typed outputs and calibrated probabilities in a single pass. Omni adds audio input.
> fine-tune on 1 GPU.
> a new tri-hybrid architecture
> architecture optimized for 14 processor classes across GPUs, CPUs, and NPUs.
> 𝙻𝙵𝙼𝟹-𝚅𝙻-𝟸𝙱 is a beast. It performs competitively with Gemma 4 12B (6x larger), and Gemini 3.5 Flash Lite, and GPT-5.6 Luna, with 1.9B parameters.
> 𝙻𝙵𝙼𝟹-𝟷.𝟽𝙱 is #1 on the Pareto frontier of device intelligence 𝚙𝚒𝚙𝚎𝚝𝚝𝚎.𝚕𝚒𝚚𝚞𝚒𝚍.𝚊𝚒
Every modality for specialized intelligence. Pick the one that fits your use case, customize it, and run it on-device.
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