OpenAI, Anthropic team up for research on hallucinations, jailbreaking

OpenAI, Anthropic team up for research on hallucinations, jailbreaking


OpenAI and Anthropic, two of the biggest rivals in artificial intelligence, recently evaluated each others’ models in an effort to better understand issues that their own tests may have missed.

In posts on both companies’ blogs on Wednesday, OpenAI and Anthropic said that over the summer they ran evaluations for safety on the other company’s publicly available AI models. They also tested for any propensity to make up facts and misalignment, a term commonly used to refer to an AI model not doing what the people building it want it to do.

The companies are high-profile competitors — Anthropic was founded by former OpenAI employees — making the collaboration notable. OpenAI called the joint safety effort the “first major cross-lab exercise in safety and alignment testing,” adding that the group hoped it would provide a “valuable path to evaluate safety at an industry level.”

AI companies are under increasing pressure to focus on the safety of their products following a string of reports of harmful behaviour linked to heavy use of the models. Most recently, a lawsuit was filed against OpenAI earlier this week alleged a teenager died by suicide after using the chatbot as a coach.

The companies carried out the evaluations before OpenAI released its new flagship AI model, GPT-5, and Anthropic rolled out the latest update to its Claude Opus model, Opus 4.1, in early August

More stories like this are available on bloomberg.com

Published on August 28, 2025



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IIT-Guwahati team moves the needle in oral insulin research

IIT-Guwahati team moves the needle in oral insulin research


Ionic liquids are salts that stay liquid at room temperature
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The quest for oral insulin — as an alternative to painful injections for millions of diabetics around the world — has long eluded success remained elusive.

Why?

Because of the body’s defence mechanism, which acts like a security guard who refuses to let in even a friend. The mucus lining of the gut regulates how substances enter the body by changing its flow and stickiness. This film is designed by nature to selectively absorb nutrients while blocking pathogens. In the process, gastrointestinal enzymes rapidly degrade insulin.

To get past this barrier, you need “smart carriers” to smuggle in drugs .

Recent studies suggest that ionic liquids (ILs) — salts that stay liquid at room temperature — can help by stabilising drugs and improving their ability to penetrate mucus.

A team from IIT-Guwahati (Nayanjyoti Kakati, Nabendu Paul, Saurabh Dubey, Jiwajyoti Mahanta, Anushka Raj Lakshmi, Tamal Banerjee, and Dipankar Bandyopadhyay) has gone a step ahead by using an ionic liquid — choline bicarbonate-maleic acid (CBMA) — as a smart carrier.

The IL promotes the aggregation of mucin — the main component of mucus — and disrupts its normal network structure, creating pathways for drugs. In simpler terms, it’s like clumping wires of a net together to enlarge some holes.

Becoming porous

At a deeper level, the chemistry is elegant. Mucus usually maintains an ordered structure because its negatively charged components (such as sialic acid residues) repel each other. The IL interacts with these negative sites, shielding them and reducing their repulsion. This allows mucin components to come closer to each other and aggregate — opening up alternative pathways through which drugs can slip in.

“The investigation sheds light on the interaction between choline bicarbonate–maleic acid-based ionic liquid and mucin polymer, offering valuable molecular-level insights for the development of oral and site-specific therapeutic drugs,” the researchers explain in their write-up for Advanced Science News.

In lab-simulated human intestines, the researchers showed that ILs enhance both the stability of bovine serum albumin (a standard model protein drug) and its ability to cross the mucus barrier — pointing to a promising strategy for oral protein drug delivery. Such an approach could let patients take protein-based medicines like insulin or therapeutic antibodies in pill form, rather than relying on injections.

The IIT-Guwahati work adds to a growing body of research on oral insulin. Another work in this direction is by a group of scientists, many of them from NSGM Institute of Pharmaceutical Sciences, who demonstrated a prolonged retention of insulin-loaded chitosan-coated solid lipid nanoparticles.

Since chitosan tends to stick to intestinal mucus, the insulin molecules that piggy-ride on it remain at the absorption site longer, giving them more opportunity to cross the mucus barrier and enter the body.

Published on August 25, 2025



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30-year-old baby

30-year-old baby


3-D illustration of a cryopreserved foetus frozen into ice cube
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The infant is an instant celebrity —from the moment he was born. Thaddeus Daniel Pierce is a name you might want to remember, for quiz contests and general knowledge tests to come.

Little Mr Pierce was actually created 30 years ago and ‘lived’ frozen as an embryo.

The story goes back to when Linda Archerd, after failing fertility treatments, decided to try what was then a new technology — IVF — with her then husband. This resulted in four embryos. One was implanted in Archerd’s uterus and resulted in a baby girl, who is now 30 years old.

The other three embryos were cryopreserved. They survived their parents’ divorce and remained in the mother’s custody.

The mother guarded them fiercely, wanting to neither throw them away nor give them up for research. One of them ended up with Lindsey and Tim Pierce.

And, on July 29, a star was born!

MIT Technology Review used this development as a peg to craft a detailed article on the technology.

This is not the first time that a baby has been birthed from a long-frozen embryo. On December 3, 2020, The New York Times reported that a baby girl was born out of a 27-year-old embryo.

Published on August 25, 2025



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Cost-saving protective coating using air

Cost-saving protective coating using air


Traditionally, power plants have used thermal spray methods such as HVOF and plasma spray, which melt the coating material before it is applied. These are effective but energy-intensive.
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The International Advanced Research Centre for Powder Metallurgy and New Materials (ARCI) has developed a cheaper, greener way to apply protective coatings using the cold spray technique. Instead of relying on costly gases like nitrogen or helium, ARCI’s method works with ordinary air.

Cold spray creates ultra-durable coatings by blasting fine metal particles at supersonic speed, so they stick to a surface without melting. Traditionally, power plants have used thermal spray methods such as HVOF and plasma spray, which melt the coating material before it is applied. These are effective but energy-intensive. Cold spray is safer for the material, but its dependence on expensive gases has limited its use.

ARCI overcame this by designing patented, energy-efficient nozzles that make air-based cold spray viable. Their design keeps particles longer in the thermal jet, heating them just enough to bond well without extreme conditions. Using standard nickel-chromium powders, ARCI produced dense coatings that resisted 1,000 hours of heat cycling at 1,100 degrees C, thanks to a stable protective oxide layer.

The result is a cost-effective, sustainable solution for extending the life of components in power plants — combining smart engineering with material science.

Published on August 25, 2025



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Beneficial bioactive peptides in fermented food 

Beneficial bioactive peptides in fermented food 


The study found that traditional foods such as yoghurt, idli, miso, natto, kimchi, and fermented fish contain high levels of these peptides.
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A study on population-specific responses to fermented foods shows that the health effects of their bioactive peptides differ across groups and can help personalise nutrition for India’s diverse population.

Bioactive peptides (BAPs) — short protein fragments of 2-20 amino acids — are gaining global attention for their role in regulating blood pressure, blood sugar, immunity, and inflammation.

A recent study by the Institute of Advanced Study in Science and Technology (IASST), Guwahati highlights this link.

Published in Food Chemistry (2025) and led by Prof Ashis K Mukherjee and team, the study found that traditional foods such as yoghurt, idli, miso, natto, kimchi, and fermented fish contain high levels of these peptides.

Formed during fermentation, they interact with biomolecules through electrostatic forces, hydrogen bonding, and hydrophobic interactions to exert antimicrobial, antihypertensive, antioxidant, and immune-modulatory effects.

Their benefits extend to cardiac, metabolic, and immune health, but effectiveness varies with genetic polymorphisms, gut microbiota, diet, and health status.

For instance, variants in genes like ACE and IL-6 may influence individual responses. This underscores the importance of precision nutrition tailored to India’s genetic and dietary diversity.

The research also notes challenges such as variability in fermentation methods, peptide stability, and interactions with microbiota. It advocates promoting traditional fermented foods in public health strategies, while pushing for omics-based research and rural innovation to position India as a global leader in personalised nutrition.

Published on August 25, 2025



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‘Ligand’ catalysts show promise in quest for green hydrogen 

‘Ligand’ catalysts show promise in quest for green hydrogen 


A catalyst’s effectiveness is indicated by its ‘overpotential’ and ‘turnover frequency’. Lower overpotential and higher frequency suggest a productive and energy-efficient catalyst
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Toyota Chairman Akio Toyoda is reported to have recently said that one electric vehicle (EV) causes as much pollution as 3 hybrid vehicles put together. Given the catastrophic impact of climate change that is already upon us, green fuels such as hydrogen are likely the way forward. 

But if the process of splitting hydrogen from, say, water, releases carbon into the atmosphere, then it won’t contribute to ‘clean’ energy. And, current methods of producing truly green hydrogen are expensive. 

A research team from Ashoka University focused on electrocatalytic hydrogen production – i.e., the process of producing hydrogen by using catalysts to help split water (H2O) molecules into hydrogen and oxygen. 

The performance of electrocatalysts is crucial in making the process energy-efficient. Electrocatalysts are materials that speed up chemical reactions and the more efficient ones need less energy for these reactions. 

Currently, the most effective electrocatalysts are based on platinum, which is expensive and not easily available. This has driven researchers to find more affordable alternatives, particularly those derived from the likes of nickel, iron, cobalt, copper, and zinc. 

Says Assistant Professor Dr Munmun Ghosh of the research team, “We designed a ligand, combined it with different metals to see how each such complex behaved.” 

What is a ligand? 

In chemistry, a ligand is a molecule that bonds with a metal ion to form a complex. In biochemistry, a good example of a ligand is in haemoglobin. Oxygen that we breathe in combines with iron and this complex helps transport oxygen – which acts as the ligand – from the lungs to other parts of the body. 

And this, says Dr Ghosh, is where her background in biomimetic research helped. “I see what nature has and from there I try to mimic those for scientific purposes.” 

In the experiment with metal ligands, the research team found that the nickel-ligand combination showed the most promise in efficiently producing hydrogen gas. Other complexes tested include copper, cobalt, zinc and iron. 

Overpotential and turnover frequency 

A catalyst’s effectiveness is indicated by what scientists call its ‘overpotential’ and ‘turnover frequency’. Overpotential is the additional electrical energy needed beyond the minimum to drive the reaction. A lower overpotential means the catalyst is more energy-efficient. 

Turnover frequency measures how quickly the catalyst can produce hydrogen. A higher frequency signals a more productive catalyst. 

Why ligand at all? 

Why not use just the metal? Why use ligands to bond with the metal? Says Dr Ghosh, “My overpotential will be much higher with just the metal. A ligand helps decrease the overpotential and make the process more efficient.” 

The team showed that the nickel-ligand complex’s catalytic rates were “comparable to some of the best; and in terms of overpotential, it performs better than certain previously reported nickel and iron systems”. 

Put simply, nickel was the best among the metals tested, in efficiency terms. However, cobalt is best in overpotential which was at 200 millivolt, which, Dr Ghosh says is comparable to good catalysts. Platinum has an overpotential measure of 30 millivolt. Without a ligand, a metal-only catalyst may touch overpotential levels of up to 1 volt, which is too high in such processes, points out Dr Ghosh. 

Assistant Professor Dr Deepak Asthana, a member of the research team, says that experimental evidence showed that the ligand, rather than the metal, was the key ‘participant’ in the hydrogen production process. The metal itself could have done the job but it’s like doing a lot of hard work single-handedly, which results in high overpotential (or requiring a lot of energy) to accomplish the task. The metal-ligand combine helps bring down the energy requirement. That’s why, says Dr Ghosh, “Ligand design is very important.” 

Now, why electrochemistry, is a natural question to ask, says Dr Ghosh. “Electrochemistry helps achieve high atom economy or atom efficiency – meaning all or most of the input material is used in the end product, resulting in minimal waste,” she points out. 

“But if I don’t have ligand, it’s only metal. Just look at that. How much pressure on that metal that I have to do everything. However, if I have ligand then it can help always,” she adds.  

Designing the ligand is key, she says. That means several things. But the simplest way to describe it is that the design helps researchers achieve the end-result. “You can design the ligand in such a way that it releases electrons to the metal, or such that it accepts electrons from the metal. It depends on what you wish to achieve. The ligand plays a role in keeping the metal component stable. Without stability, the catalyst doesn’t survive,” she says. 

The study is only the first step, points out Dr Asthana. “What we have learnt from the study is that narrowing down on nickel-ligand combination is a good first step. It’s not the best solution yet. But it’s competitive. The study shows promise that we can work on the design, modify it and potentially come up with a system that is as efficient and stable as costly, metal-based systems.” 

Published on August 25, 2025



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